牛东晓

期刊论文

1. 牛东晓，周泽颖，于霄宇，许晓敏（2026）. 温差驱动下基于多任务学习及可解释机器学习的综合能源系统多元负荷预测. 《全球能源互联网》.DOI
2. 邱敏，王阳，李建锋，张洋，牛东晓，洪华伟（2026）. 新型电力系统负荷预测技术综述及基于数据空间的架构展望. 《全球能源互联网》.DOI
3. 牛东晓，杜若芸，赵焰佩，赵伟博，邱敏，许晓敏（2026）. 基于多模态因素与用户分类的区域短期负荷可解释预测方法. 《智慧电力》.DOI
4. 崔曦文，张潇丹，牛东晓（2026）. 基于双层分解与MOISMA-SVM的超短期风电功率点-区间预测. 《计算机工程》.DOI
5. 陈洪飞，牛东晓（2026）. 能源转型让高耗能企业提质增效了吗?——基于转型意愿与转型实践的探索. 《生态经济》.
6. Hong-Fei Chen, Dongxiao Niu (2026). Calculation, Verification, And Empirical Analysis of Energy Transition Willingness Among High-Energy-Consuming Enterprises. Journal of Energy and Climate Change.DOI
7. Xiao-Yun Yu, Xiwen Cui, Dongxiao Niu, Yuchen Diao, Xiaodan Zhang (2026). A robust MCDM framework with LLM for offshore wind power-seawater hydrogen production-marine ranch integrated system investment decision. Applied Energy.DOI
8. Hongfei Chen, Dongxiao Niu (2025). How does energy policy synergy affect the energy transition? Based on evidence from high-energy-consuming enterprises in China. Journal Of Environmental Management, Vol. 389.DOI
9. 许晓敏，贠嘉琦，牛东晓，张忠贵（2025）. 计及碳捕集的虚拟电厂参与电-碳耦合市场的竞价策略研究. 《煤炭经济研究》.DOI
10. 许晓敏，王之怡，杨梦琪，张勇，郑世鹏，牛东晓，斯琴卓娅（2025）. 基于改进博弈论组合赋权和云模型的电力装备制造企业多价值链协同成本管理效益评价. 《全球能源互联网》.DOI
11. 张兴华，杨恒，王阳，牛东晓，李建锋，陈宋宋（2025）. 面向新型电力系统的客户侧电力电量分析预测技术及应用专题主编寄语. 《电力信息与通信技术》.
12. 牛东晓，许晓敏（2025）. 绿色低碳关键技术赋能产业高质量发展. 《全球能源互联网》.DOI
13. 牛东晓，杜若芸，余敏（2025）. 中国电力需求发展预测及技术创新对策研究. 《工程管理科技前沿》.
14. 陈洪飞，张文杰，杜若芸，牛东晓（2025）. 中国城市新质生产力水平测度、差异来源与形成机理. 《统计与决策》, Vol. 41, No. 23.下载原文
15. 崔曦文，于霄宇，高一波，许晓敏，牛东晓（2025）. 基于JMD-ITD分解与Mamba2-MTransformer并行的超短期光伏功率点-区间预测. 《智慧电力》.
16. Hong-Fei Chen, Dongxiao Niu, Xiaodan Zhang (2025). Examining the carbon spillover effect of the economy–energy–environment system synergy: a validation based on panel data from 31 Provinces in China. Environment, Development and Sustainability.DOI
17. Dongxiao Niu, Ruoyun Du, Xiao-Min Xu, Yanpei Zhao (2025). City low-carbon transition efficacy evaluation and prediction based on game combination empowerment and Stacking Integration Model. Energy.DOI
18. Hong-Fei Chen, Dongxiao Niu, Yibo Gao (2025). Research on the Impact of Energy Transition Policies on Green Total Factor Productivity of Chinese High-Energy-Consuming Enterprises. Energy.DOI
19. Xiwen Cui, Shuhui Yin, Hong-Fei Chen, Dongxiao Niu (2025). A temporal–image parallel hybrid solar radiation–wind speed–green hydrogen production potential prediction model based on federated learning and rolling real-time decomposition. Energy.DOI
20. Xiwen Cui, Xiaoyu Yu, Hao-Wei Niu, Dongxiao Niu, Da Liu (2025). A novel data-driven multi-step wind power point-interval prediction framework integrating sliding window-based two-layer adaptive decomposition and multi-objective optimization for balancing prediction accuracy and stability. Applied Energy.DOI
21. Hao-Wei Niu, Xiwen Cui, Da Liu, Mengfei Shi, Dongxiao Niu, Xiao-Min Xu (2025). Site selection of integrated off-grid wind-solar hydrogen production system under geographical-economic coupling framework. Sustainable Energy Technologies and Assessments.DOI
22. Hong-Fei Chen, Xiwen Cui, Cheng Chen, Dongxiao Niu (2025). Forecasting Mechanism for Energy Transition in Chinese Cities Based on Configuration Perspective and TCN-FECAM-MTransformer. Energy.DOI
23. Zhewen Zhang, Dongxiao Niu, Jiaqi Yun, Zhuoya Siqin (2025). Distributionally Robust Optimization Model of the Integrated Energy System with Integrated Demand Response. Journal of Energy Engineering.DOI
24. Jia‐Yu Zhao, Dongxiao Niu, J. Shen, He Wang (2025). A Cost Risk Assessment Framework for UHV AC Projects Based on WBS-RBS-FAHP-COWA-Matter-Element Extension. Journal of Electrical Engineering and Technology.DOI
25. 牛东晓（2024）. 制造业多价值链协同数据空间设计理论与方法.
26. 于霄宇，纪正森，嵇灵，牛东晓，许晓敏（2024）. 双碳目标下我国电动汽车碳减排贡献潜力分析. 《智慧电力》.
27. 牛东晓，刘达（2024）. 特约专栏主编寄语. 《智慧电力》.
28. 牛东晓，李明钰，余敏，凌周玥，张洋（2024）. 如何以多价值链协同实现制造企业生产预测优化?——以电力制造企业为例. 《工程管理科技前沿》.
29. Ruoyun Du, Hong-Fei Chen, Min Yu, Wan-Ying Li, Dongxiao Niu, Ke-Ke Wang, Zuozhong Zhang (2024). 3DTCN-CBAM-LSTM short-term power multi-step prediction model for offshore wind power based on data space and multi-field cluster spatio-temporal correlation. Applied Energy.DOI
30. Zheng-Sen Ji, Wan-Ying Li, Dongxiao Niu (2024). Optimal investment decision of agrivoltaic coupling energy storage project based on distributed linguistic trust and hybrid evaluation method. Applied Energy.DOI
31. Hong-Fei Chen, Dongxiao Niu, Ruoyun Du (2024). Examining the synergistic mechanisms and effects of energy transformation and industrial development in China. Energy.DOI
32. Xiwen Cui, Xiaodan Zhang, Dongxiao Niu (2024). A new framework for ultra-short-term electricity load forecasting model using IVMD-SGMD two-layer decomposition and INGO-BiLSTM-TPA-TCN. Applied Soft Computing.DOI
33. Xiwen Cui, Dongxiao Niu (2024). Carbon Price Point–Interval Forecasting Based on Two-Layer Decomposition and Deep Learning Combined Model Using Weight Assignment. Journal of Cleaner Production.DOI
34. 杜若芸，牛东晓，余敏，周培焱（2023）. 基于博弈论和模糊灰色投影的农村综合能源系统MCDA评估. 《洁净煤技术》.
35. 李明钰，牛东晓，纪正森，施博文，兰心怡，张焕粉（2023）. 面向数据空间体系构建的电力制造业多价值链经营风险识别与管控研究. 《中国管理科学》, Vol. 31, No. 11.下载原文
36. 施博文，余敏，许晓敏，牛东晓（2023）. “双碳”目标下超大型城市氢能汽车的应用. 《信息与管理研究》.
37. 牛东晓，斯琴卓娅，王董禹，许晓敏，张焕粉（2023）. 基于数据挖掘的电力装备企业多价值链协同数据预处理方法研究及应用. 《中国管理科学》, Vol. 31, No. 11.下载原文
38. 宋晓华，汪鹏，牛东晓（2023）. 基于多源异构数据融合的短期电力负荷预测. 《计算机仿真》.
39. Min Yu, Dongxiao Niu, Ke-Ke Wang, Ruoyun Du, Xiaoyu Yu, Lijie Sun, Fei-Ran Wang (2023). Short-term photovoltaic power point-interval forecasting based on double-layer decomposition and WOA-BiLSTM-Attention and considering weather classification. Energy.DOI
40. Zheng-Sen Ji, Xiaoyu Yu, W. Li, Dongxiao Niu (2023). A multi-criteria decision-making framework for distributed generation projects investment considering the risk of electricity market trading. Journal of Cleaner Production.DOI
41. Ke-Ke Wang, Min Yu, Dongxiao Niu, Yi Liang, Shan Peng, Xiao-Min Xu (2023). Short-term electricity price forecasting based on similarity day screening, two-layer decomposition technique and Bi-LSTM neural network. Applied Soft Computing.DOI
42. Min Yu, Dongxiao Niu, Jin-Qiu Zhao, Mingyu Li, Lijie Sun, Xiaoyu Yu (2023). Building cooling load forecasting of IES considering spatiotemporal coupling based on hybrid deep learning model. Applied Energy.DOI
43. Zheng-Sen Ji, Tian Gao, Wanying Li, Dongxiao Niu, Gengqi Wu, Luyao Peng, Yankai Zhu (2023). The critical role of digital technology in sustainable development goals: A two-stage analysis of the spatial spillover effect of carbon intensity. Journal of Renewable and Sustainable Energy.DOI
44. Min Yu, Dongxiao Niu, Tian Gao, Ke-Ke Wang, Lijie Sun, Mingyu Li, Xiao-Min Xu (2023). A novel framework for ultra-short-term interval wind power prediction based on RF-WOA-VMD and BiGRU optimized by the attention mechanism. Energy.DOI
45. Xiwen Cui, Xiaoyu Yu, Dongxiao Niu (2023). The ultra-short-term wind power point-interval forecasting model based on improved variational mode decomposition and bidirectional gated recurrent unit improved by improved sparrow search algorithm and attention mechanism. Energy.DOI
46. Dongxiao Niu, Hongfei Chen, Ruoyun Du, Yang Zhang (2023). Construction and Analysis of Data Quality Scale for Manufacturing Multi-Value Chain Collaborative Data Space Based on Combinatorial Empowerment Model. International Conference on Cloud Computing, Big Data Application and Software Engineering (CBASE).DOI
47. Dongyu Wang, Xiwen Cui, Dongxiao Niu (2022). Wind Power Forecasting Based on LSTM Improved by EMD-PCA-RF. Sustainability, Vol. 14, No. 12.DOI
48. 耿世平，余敏，郭晓鹏，牛东晓，许晓敏（2022）. 基于柔性变电站的交直流配电技术经济评估. 《电力科学与技术学报》.
49. 斯琴卓娅，许晓敏，郑世鹏，王之怡，牛东晓（2022）. 考虑风光出力不确定性的含电制氢装置的电-气耦合配网系统经济运行分析. 《技术经济》.
50. 李明钰，牛东晓，张潇丹，刘云天，余敏（2022）. 考虑多价值链协同的电力设备制造企业经营风险预测研究. 《工程管理科技前沿》.
51. 崔曦文，牛东晓，张潇丹，孙晶琪（2022）. 双碳目标下的煤炭价格预测与预警研究. 《智慧电力》.
52. 刘宇静，牛东晓（2022）. 基于Delphi-GRA影响因素筛选的PSO-GM(1,N)电网投资需求预测. 《华北电力大学学报(社会科学版)》.
53. 高恬，牛东晓，纪正森，斯琴卓娅（2022）. 双碳目标下基于分解-集成的月度煤电需求预测研究. 《智慧电力》.
54. Zheng-Sen Ji, Dongxiao Niu, Wanying Li, Gengqi Wu, Xiao-Long Yang, Lijie Sun (2022). Improving the energy efficiency of China: An analysis considering clean energy and fossil energy resources. Energy.DOI
55. Zhuoya Siqin, Dongxiao Niu, Xue-Jie Wang, Hao Zhen, Mingyu Li, Jingbo Wang (2022). A two-stage distributionally robust optimization model for P2G-CCHP microgrid considering uncertainty and carbon emission. Energy.DOI
56. Yujing Liu, Ruoyun Du, Dongxiao Niu (2022). Forecast of Coal Demand in Shanxi Province Based on GA—LSSVM under Multiple Scenarios. Energies.DOI
57. Cai-Xia Tan, Min Yu, Jing Wang, Shiping Geng, Dongxiao Niu, Zhongfu Tan (2022). Feasibility study on the construction of multi-energy complementary systems in rural areas—Eastern, central, and western parts of China are taken as examples. Energy.DOI
58. Xiao-Min Xu, Dongxiao Niu, Luyao Peng, Shi-Quan Zheng, Jinpeng Qiu (2022). Hierarchical multi-objective optimal planning model of active distribution network considering distributed generation and demand-side response. Sustainable Energy Technologies and Assessments.DOI
59. Xiwen Cui, Xin-Yu Guan, Dong-Yu Wang, Dongxiao Niu, Xiao-Min Xu (2022). Can China Meet Its 2030 Total Energy Consumption Target? Based on an RF-SSA-SVR-KDE Model. Energies.DOI
60. Zhuoya Siqin, Dongxiao Niu, Mingyu Li, Tian Gao, Yi-Fan Lu, Xiao-Min Xu (2022). Distributionally robust dispatching of multi-community integrated energy system considering energy sharing and profit allocation. Applied Energy.DOI
61. Dongxiao Niu, Hao Zhen, Min Yu, Ke-Ke Wang, Lijie Sun, Xiao-Min Xu (2022). Correction: Niu et al. Prioritization of Renewable Energy Alternatives for China by Using a Hybrid FMCDM Methodology with Uncertain Information. Sustainability 2020, 12, 4649. Sustainability.DOI
62. Tian Gao, Dongxiao Niu, Zheng-Sen Ji, Lijie Sun (2022). Mid-term electricity demand forecasting using improved variational mode decomposition and extreme learning machine optimized by sparrow search algorithm. Energy.DOI
63. Tian Bao Gao, Zhengsen Ji, Dongxiao Niu, Yulian Xi (2022). Research on product sales forecasting based on multi-value chain collaborative data management system in manufacturing industry. IEEE International Conference on e-Business Engineering (ICEBE).DOI
64. Gengqi Wu, Haojun Hua, Dongxiao Niu (2022). Low-carbon economic dispatch optimization of a virtual power plant based on deep reinforcement learning in China's carbon market environment. Journal of Renewable and Sustainable Energy.DOI
65. Gengqi Wu, Dongxiao Niu (2022). A study of carbon peaking and carbon neutral pathways in China's power sector under a 1.5 °C temperature control target. Environmental Science and Pollution Research.DOI
66. Dongxiao Niu, Lijie Sun, Min Yu, Keke Wang (2022). Point and interval forecasting of ultra-short-term wind power based on a data-driven method and hybrid deep learning model. Energy.DOI
67. Yuntian Liu, Dongxiao Niu, Shiping Geng, Jingqi Sun, Huanfen Zhang (2022). Application of Data Integration in Dataspace in Multi-value Chain Collaboration of Electric Power Manufacturing Industry. IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
68. Xiwen Cui, Dongxiao Niu (2022). A Study on Multimodal Data Fusion Based on Data Space for Power Equipment Identification. IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
69. Yujing Liu, Tian Bao Gao, Dongxiao Niu, Huanfen Zhang (2022). Research on Collaborative Governance of Data Security in the Whole Life Cycle of Electric Power Manufacturing Data Space. IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
70. Zhuxiao Tian, Xiwen Cui, Dongyu Wang, Dongxiao Niu, Huanfen Zhang (2022). Development of High-dimensional Data Sparse Modeling in Data Space and Its Application in Manufacturing Multi-value Chain Collaboration. IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
71. Dongyu Wang, Sha Peng, Zhuxiao Tian, Dongxiao Niu (2022). Analysis of Influencing Factors of Multi-value Chain Collaborative Operation Efficiency in Power Manufacturing Industry Based on FISM-ANP. IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD).DOI
72. Dongxiao Niu, Min Yu, Lijie Sun, Tian Bao Gao, Keke Wang (2022). Short-term multi-energy load forecasting for integrated energy systems based on CNN-BiGRU optimized by attention mechanism. Applied Energy.DOI
73. Yujing Liu, Dongxiao Niu (2021). Coupling and Coordination Analysis of Thermal Power Carbon Emission Efficiency under the Background of Clean Energy Substitution. Sustainability, Vol. 13, No. 23.DOI
74. Guangqi Liang, Dongxiao Niu, Yi Liang (2021). Sustainability Evaluation of Renewable Energy Incubators Using Interval Type-II Fuzzy AHP-TOPSIS with MEA-MLSSVM. Sustainability, Vol. 13, No. 4.DOI
75. Zheng-Sen Ji, Dongxiao Niu, Mingyu Li, Wanying Li, Lijie Sun, Yankai Zhu (2021). A three-stage framework for vertical carbon price interval forecast based on decomposition-integration method. Applied Soft Computing.DOI
76. Lijie Sun, Dongxiao Niu, Min Yu, Mingyu Li, Xiao-Long Yang, Zheng-Sen Ji (2021). Integrated assessment of the sustainable water-energy-food nexus in China: Case studies on multi-regional sustainability and multi-sectoral synergy. Journal of Cleaner Production.DOI
77. Zhuoya Siqin, Dongxiao Niu, Mingyu Li, Hao Zhen, Xiao-Long Yang (2021). Carbon dioxide emissions, urbanization level, and industrial structure: empirical evidence from North China. Environmental science and pollution research international.DOI
78. Hongyan Li, Bin Li, Dongxiao Niu (2021). Prediction on the Energy Consumption Structure in Liaoning Province Based on System Dynamics. Polish Journal of Environmental Studies.DOI
79. Wei‐Chiang Hong, Dongxiao Niu, Yinfeng Xu, Mengjie Zhang, Pradeep Kumar Singh (2021). Advanced Intelligent Technologies in Energy Forecasting and Economical Applications. Mathematical Problems in Engineering.DOI
80. Dongxiao Niu, Zhengsen Ji, Wanying Li, Hao Zhen (2021). How to improve the efficiency of global energy interconnection capital allocation? Analysis from the perspective of spatial heterogeneity and driving factors. Journal of Cleaner Production.DOI
81. Mingyu Li, Yujing Liu, Zhengsen Ji, Dongxiao Niu, Huanfen Zhang (2021). Daily Load Forecasting of Electric Power Manufacturing Industry Considering Disaster Weather Recognition Under the Deep Learning. IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS).DOI
82. Shiping Geng, Yuntian Liu, Dongxiao Niu, Xiaopeng Guo (2021). Research on Data Acquisition and Processing Under the Coordination of Multiple Value Chains in the Manufacturing Industry—Taking the Electric Vehicle Manufacturing Industry as an Example. IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS).DOI
83. Dongxiao Niu, Min Yu, Ruoyun Du, Lijie Sun, Xiaomin Xu, Huanfen Zhang (2021). Manufacturing Multi-value Chain Product Demand Forecasting Based on KPCA-PSO-SVM : -Taking the Demand of the Ring Network Cabinet as an Example. IEEE International Conference on Cloud Computing and Intelligent Systems (CCIS).DOI
84. Dongxiao Niu, Tian Yi Gao, Zhengsen Ji, Yujing Liu, Gengqi Wu (2021). Analysis of the Efficiency of Provincial Electricity Substitution in China Based on a Three-Stage DEA Model. Energies.DOI
85. Xiaolong Yang, Dongxiao Niu, Lijie Sun, Zhengsen Ji, Jiancheng Zhou, Keke Wang, Zhuoya Siqin (2021). A bi-level optimization model for electric vehicle charging strategy based on regional grid load following. Journal of Cleaner Production.DOI
86. Dongxiao Niu, Zhengsen Ji, Wanying Li, Xiaomin Xu, Da Liu (2021). Research and application of a hybrid model for mid-term power demand forecasting based on secondary decomposition and interval optimization. Energy.DOI
87. Shiping Geng, Caixia Tan, Dongxiao Niu, Xiaopeng Guo (2021). Optimal Allocation Model of Virtual Power Plant Capacity considering Electric Vehicles. Mathematical Problems in Engineering.DOI
88. Zhen Hao, Dongxiao Niu, Keke Wang, Yucheng Shi, Zhengsen Ji, Xiaomin Xu (2021). Photovoltaic power forecasting based on GA improved Bi-LSTM in microgrid without meteorological information. Energy.DOI
89. Xiaolong Yang, Dongxiao Niu, Lijie Sun, Keke Wang, Gejirifu De (2021). Participation of electric vehicles in auxiliary service market to promote renewable energy power consumption: Case study on deep peak load regulation of auxiliary thermal power by electric vehicles. Energy Science & Engineering.DOI
90. Meng Chen, Dongxiao Niu, Shiping Geng, Xiaopeng Guo (2021). Comprehensive Evaluation Model of Power Grid Development Potential Considering Inventory and Incremental Equipment. Journal of Physics Conference Series.DOI
91. Zhengsen Ji, Shiping Geng, Zhuxiao Tian, Dongxiao Niu (2021). Cost Forecast of Intelligent Substation Project Based on Index Evaluation and Artificial Bee Colony Optimized Support Vector Regression. Advances in intelligent systems and computing.DOI
92. Miao Liang, Meng Chen, Yan Li, Xiaomin Xu, Dongxiao Niu (2021). Research on electric power development and economic growth in Hebei Province based on business cycle analysis. E3S Web of Conferences.DOI
93. Zhuxiao Tian, Zhengsen Ji, Shiping Geng, Dongxiao Niu (2021). Prediction of Time-Delay GM (1, N) Cost Trend of Power Grid Engineering Based on Macro-environmental Impact. Advances in intelligent systems and computing.DOI
94. Shiping Geng, Zhuxiao Tian, Zhengsen Ji, Dongxiao Niu, Xiaopeng Guo (2021). Project Cost Prediction of Overhead Line Based on Big Data Analysis of Power Grid Engineering. Advances in intelligent systems and computing.DOI
95. Guangqi Liang, Dongxiao Niu, Yi Liang (2020). Core Competitiveness Evaluation of Clean Energy Incubators Based on Matter-Element Extension Combined with TOPSIS and KPCA-NSGA-II-LSSVM. Sustainability, Vol. 12, No. 22.DOI
96. 文凡，刘军，牛东晓，孙泽，梁毅，肖瑶（2020）. 低碳背景下的省域一次能源供给情景预测:以浙江省为例. 《中国电力》.
97. 浦迪，许晓敏，牛东晓（2020）. 智能电网推进下的复杂电网投资策略研究. 《复杂科学管理》.
98. 耿世平，牛东晓，郭晓鹏，陈梦，谭彩霞（2020）. 计及多能源柔性负荷调度的微能源网多目标演化博弈. 《电力建设》.
99. 马彬，牛东晓（2020）. 风火打捆跨区域供给电采暖的经济性评估. 《智慧电力》.
100. 王珂珂，牛东晓，甄皓，孙丽洁，许晓敏（2020）. 基于WOA-ELM模型的中国碳排放预测研究. 《生态经济》.
101. 牛东晓，孙丽洁，周原冰，李鹏，田竹肖，吴佳玮，孙蔚（2020）. 基于GRA-IPSO-BPNN的大中型水电项目投资估算模型研究. 《全球能源互联网》.DOI
102. Haichao Wang, Yi Liang, Wei Ding, Dongxiao Niu, Si Li, Fenghua Wang (2020). The Improved Least Square Support Vector Machine Based on Wolf Pack Algorithm and Data Inconsistency Rate for Cost Prediction of Substation Projects. Mathematical Problems in Engineering.DOI
103. Lijie Sun, Dongxiao Niu, Keke Wang, Xiaomin Xu (2020). Sustainable development pathways of hydropower in China: Interdisciplinary qualitative analysis and scenario-based system dynamics quantitative modeling. Journal of Cleaner Production.DOI
104. Xiaomin Xu, Dongxiao Niu, Yan Li, Lijie Sun (2020). Optimal Pricing Strategy of Electric Vehicle Charging Station for Promoting Green Behavior Based on Time and Space Dimensions. Journal of Advanced Transportation.DOI
105. Dongxiao Niu, Keke Wang, Lijie Sun, Jing Wu, Xiaomin Xu (2020). Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study. Applied Soft Computing.DOI
106. Dunnan Liu, Mingguang Liu, Bowen Xiao, Xiaodan Guo, Dongxiao Niu, Guangyu Qin, Heping Jia (2020). Exploring biomass power generation’s development under encouraged policies in China. Journal of Cleaner Production.DOI
107. Ling Ji, Zixuan Zheng, Tianhao Wu, Yulei Xie, Zhengping Liu, Guohe Huang, Dongxiao Niu (2020). Synergetic optimization management of crop-biomass coproduction with food-energy-water nexus under uncertainties. Journal of Cleaner Production.DOI
108. Xiaolong Yang, Yan Li, Dongxiao Niu, Lijie Sun (2019). Research on the Economic Benefit Evaluation of Combined Heat and Power (CHP) Technical Renovation Projects Based on the Improved Factor Analysis and Incremental Method in China. Sustainability, Vol. 110, No. 190.DOI
109. 马彬，牛东晓（2019）. 考虑资产全寿命周期阶段的电网投资决策方法. 《水电能源科学》.
110. 赵东来，牛东晓，杨尚东，梁才（2019）. 基于改进遗传算法的海上风电场消纳拓扑结构优化模型. 《中南大学学报(自然科学版)》.
111. 裘华东，段光，牛东晓（2019）. 基于ICWME的电网售电公司运营效益评价. 《技术经济与管理研究》.
112. 赵伟东，刘敦楠，牛东晓（2019）. 考量风险价值的微电网投资决策评估研究--基于实物期权模型的实证分析. 《价格理论与实践》, No. 5.下载原文
113. 牛东晓，赵东来，杨尚东，刘龙珠（2019）. 考虑不确定性和储能系统的虚拟电厂与能效电厂联合调度优化模型及仿真应用. 《中南大学学报(自然科学版)》.
114. 徐龙秀，辛超山，牛东晓，安琪，袁程浩，肖瑶（2019）. 基于自适应粒子群参数优化的最小二乘支持向量机用电量预测模型. 《科学技术与工程》.
115. 牛东晓，赵东来，杨尚东，雷霄（2019）. 基于改进粒子群算法的海上风电汇集方式与并网优化研究. 《中南大学学报(自然科学版)》.
116. 宋宗耘，张健，牛东晓，肖鑫利（2019）. 基于模糊密度K-medoids聚类和NSGA-Ⅱ算法的绿色分时电价优化研究. 《智慧电力》.
117. 刘健，于壮状，牛东晓，郭磊（2019）. 新能源环境替代效用与传输价值研究. 《电力自动化设备》.DOI
118. 牛东晓（2019）. 重点用能行业电力需求预测. 《中国电力出版社》.
119. 牛东晓，赵东来，杨尚东，雷霄（2019）. 考虑综合成本的海上风电与远方清洁能源协同优化模型. 《湖南大学学报(自然科学版)》.
120. Bin Ma, Shiping Geng, Caixia Tan, Dongxiao Niu, Zhijin He (2019). Game Analysis of Wind Storage Joint Ventures Participation in Power Market Based on a Double-Layer Stochastic Optimization Model. Processes.DOI
121. Keke Wang, Dongxiao Niu, Lijie Sun, Zhen Hao, Jian Liu, Gejirifu De, Xiaomin Xu (2019). Wind Power Short-Term Forecasting Hybrid Model Based on CEEMD-SE Method. Processes.DOI
122. Dongxiao Niu, Keke Wang, Jing Wu, Lijie Sun, Yi Liang, Xiaomin Xu, Xiaolong Yang (2019). Can China achieve its 2030 carbon emissions commitment? Scenario analysis based on an improved general regression neural network. Journal of Cleaner Production.DOI
123. LI Chang-zu, Dongxiao Niu, Bo Miao, Qiang Liu (2019). Electricity Consumption Forecast of Zhejiang Based on the Background of Electric Energy Substitution. Advances in intelligent systems and computing.DOI
124. Di Pu, Hu Li, Bingjie Li, Jing Shi, Dongxiao Niu (2019). Evaluation of Power Grid Construction Strategy Based on AHP-TOPSIS. Advances in intelligent systems and computing.DOI
125. Di Pu, Dongxiao Niu, Qian Ma (2019). Evaluation of Electric Energy Substitution Scheme Based on Combination Weight Grey Correlation Method. Advances in intelligent systems and computing.DOI
126. Dunnan Liu, Weidong Zhao, Qian Zhang, Jiawei Zhao, Luqing Liu, HU Huiwen, Dongxiao Niu (2019). RETRACTED: Economic evaluation of power system dispatch with hesitant fuzzy uncertain linguistic information. Journal of Intelligent & Fuzzy Systems.DOI
127. Yuan Chenghao, Dongxiao Niu, LI Chang-zu, Lijie Sun, Longxiu Xu (2019). Electricity Consumption Prediction Model Based on Bayesian Regularized BP Neural Network. Advances in intelligent systems and computing.DOI
128. Chen Wu, Bingjie Li, Qian Ma, Yin Wu, Zhao Hong-da, Dongxiao Niu, Hao Zhen, Zhuoya Siqin (2019). Analysis of Factors Affecting Construction Cost of Line Engineering and Cost Control Strategy. Advances in intelligent systems and computing.DOI
129. Yongmin Liu, Jie Ma, Qiuli Zhao, Dongxiao Niu (2019). Research on renewable energy accommodation in Henan Province during the 13th five-year plan. IOP Conference Series Earth and Environmental Science.DOI
130. Hu Li, HU Wei-li, Jing Shi, Junyi Yang, Yi Ge, Lei Zhu, Bingjie Li, Dongxiao Niu, Lijie Sun, Di Pu (2019). Accurate Investment Forecasting of Power Transmission and Transformation Project Based on BP Neural Network and Regression Analysis. Advances in intelligent systems and computing.DOI
131. Bingjie Li, Meiqiong Wu, Han Zhong Wu, Huizheng Ji, Dongxiao Niu (2019). A control strategy of ES system based on short term wind-PV power prediction. International Journal of Technology Policy and Management.DOI
132. Yi Liang, Dongxiao Niu, Weiwei Zhou, Yingying Fan (2018). Decomposition Analysis of Carbon Emissions from Energy Consumption in Beijing-Tianjin-Hebei, China: A Weighted-Combination Model Based on Logarithmic Mean Divisia Index and Shapley Value. Sustainability, Vol. 10, No. 7.DOI
133. Shuyu Dai, Dongxiao Niu, Yaru Han (2018). Forecasting of Energy-Related CO2 Emissions in China Based on GM(1,1) and Least Squares Support Vector Machine Optimized by Modified Shuffled Frog Leaping Algorithm for Sustainability. Sustainability, Vol. 100, No. 40.DOI
134. Dongxiao Niu, Si Li, Shuyu Dai (2018). Comprehensive Evaluation for Operating Efficiency of Electricity Retail Companies Based on the Improved TOPSIS Method and LSSVM Optimized by Modified Ant Colony Algorithm from the View of Sustainable Development. Sustainability, Vol. 100, No. 30.DOI
135. Xiaomin Xu, Qiong Wang, Dongxiao Niu, Lihui Zhang (2018). Synergistic Effect Evaluation of Main and Auxiliary Industry of Power Grid Based on the Information Fusion Technology from the Perspective of Sustainable Development of Enterprises. Sustainability, Vol. 100, No. 20.DOI
136. Dongxiao Niu, Weibo Zhao, Si Li, Rongjun Chen (2018). Cost Forecasting of Substation Projects Based on Cuckoo Search Algorithm and Support Vector Machines. Sustainability, Vol. 10, No. 1.DOI
137. 裘华东，张云雷，段光，王伟，牛东晓，浦迪，王海潮（2018）. 基于理想模糊物元的电力用户价值评价. 《技术经济》.
138. 赵伟博，牛东晓（2018）. 基于小波-智能算法组合模型的光伏出力预测. 《水电能源科学》.
139. 张云雷，段光，俞静，王海潮，张子筠，牛东晓（2018）. 基于KPCA-MEE的电力市场售电公司信用评价研究. 《中国电力》.
140. 赵东来，牛东晓，杨尚东，梁才（2018）. 考虑不确定性的风光燃蓄多目标随机调度优化模型. 《湖南大学学报(自然科学版)》.
141. 李建锋，牛东晓，吴鸣，孙丽敬（2018）. 考虑多源联合调度特性的微网经济评估方法. 《华北电力大学学报(自然科学版)》.
142. 陈寒钰，牛东晓（2018）. 电力建设项目计划审核优化的对策建议. 《科技和产业》.
143. 康辉，牛东晓（2018）. 产业结构调整背景下的区域用电量预测模型库构建. 《科技和产业》.
144. 王梦，牛东晓，袁程浩，邱金鹏（2018）. 纯电动公交车与区域电源结构协同发展的碳排放效益研究. 《科技和产业》.
145. Zongyun Song, Jian Zhang, Xinli Xiao, Dongxiao Niu (2018). Multi-energy combined peak dispatching system synthetic benefit evaluation based on variable weight theory and matter-element extension model. International Journal of Energy Sector Management.DOI
146. Hui Kang, Dongxiao Niu, Yaru Han, Xianing Jin, Yi Song, Xiao Teng Wu (2018). Benefit Evaluation of Power Grid Project Based on Gray Triangle Whiten Weight Function Model. Advances in intelligent systems and computing.DOI
147. Jianfeng Li, Dongxiao Niu, Ming Jian Wu, Yongli Wang, Fang Li, Huanran Dong (2018). Research on Battery Energy Storage as Backup Power in the Operation Optimization of a Regional Integrated Energy System. Energies.DOI
148. Yi Liang, Dongxiao Niu, Wei‐Chiang Hong (2018). Short term load forecasting based on feature extraction and improved general regression neural network model. Energy.DOI
149. Dongxiao Niu, Weibo Zhao, Zongyun Song (2018). Research on decision making of energy utilization project in China based on benefit evaluation. International Journal of Energy Sector Management.DOI
150. Si Li, Dongxiao Niu, Luofei Wu (2018). Evaluation of Energy Saving and Emission Reduction Effects for Electricity Retailers in China Based on Fuzzy Combination Weighting Method. Applied Sciences.DOI
151. Meng Wang, Dongxiao Niu (2018). Research on project post-evaluation of wind power based on improved ANP and fuzzy comprehensive evaluation model of trapezoid subordinate function improved by interval number. Renewable Energy.DOI
152. Dunnan Liu, Weidong Zhao, Zhihao Li, Xiaofeng Xu, Bowen Xiao, Dongxiao Niu (2018). Can hydropower develop as expected in China? A scenario analysis based on system dynamics model. Energy.DOI
153. Bin Ma, Pingkuo Liu, Dongxiao Niu (2018). Assessment of power industry development in China: Possibilities and challenges. Journal of Renewable and Sustainable Energy.DOI
154. Dongxiao Niu, Di Pu, Shuyu Dai (2018). Ultra-Short-Term Wind-Power Forecasting Based on the Weighted Random Forest Optimized by the Niche Immune Lion Algorithm. Energies.DOI
155. Shuyu Dai, Dongxiao Niu, Yan Li (2018). Forecasting of Energy Consumption in China Based on Ensemble Empirical Mode Decomposition and Least Squares Support Vector Machine Optimized by Improved Shuffled Frog Leaping Algorithm. Applied Sciences.DOI
156. Shuyu Dai, Dongxiao Niu, Yaru Han (2018). Forecasting of Power Grid Investment in China Based on Support Vector Machine Optimized by Differential Evolution Algorithm and Grey Wolf Optimization Algorithm. Applied Sciences.DOI
157. Ling Ji, Beibei Zhang, Guohe Huang, Yulei Xie, Dongxiao Niu (2018). GHG-mitigation oriented and coal-consumption constrained inexact robust model for regional energy structure adjustment – A case study for Jiangsu Province, China. Renewable Energy.DOI
158. Ling Ji, Beibei Zhang, Guohe Huang, Yulei Xie, Dongxiao Niu (2018). Explicit cost-risk tradeoff for optimal energy management in CCHP microgrid system under fuzzy-risk preferences. Energy Economics.DOI
159. Xing Ke Yang, Hui Kang, Dongxiao Niu (2018). Prediction of end-use energy consumption in a region of Northwest China. Wuhan University Journal of Natural Sciences.DOI
160. Shuyu Dai, Dongxiao Niu, Yan Li (2018). Daily Peak Load Forecasting Based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Support Vector Machine Optimized by Modified Grey Wolf Optimization Algorithm. Energies.DOI
161. Weibo Zhao, Yaru Han, Dongxiao Niu (2018). Analysis of economic benefit of wind power based on system dynamics. AIP conference proceedings.DOI
162. Shuyu Dai, Xin Li, Dongxiao Niu, Guangsheng Zhan (2018). Health evaluation of EV business ecosystem based on projection pursuit and an improved matter-element extension combined with TOPSIS.DOI
163. Si Li, Dongxiao Niu (2018). Research on Evaluation for Operating Benefit of Electricity Retail Companies of Power Grid Based on Improved TOPSIS Method. Proceedings of the 8th International Conference on Management and Computer Science (ICMCS 2018).DOI
164. Yaru Han, Shuyu Dai, Dongxiao Niu (2018). Benefit Evaluation of Photovoltaic Power Generation Project Based on Fuzzy Comprehensive Evaluation Model.DOI
165. Wen Fan, Ze Sun, Yi Liang, Dongxiao Niu (2018). Uncertainty Risk Assessment of User - side Flexible Resource Scheduling Based on Entropy Weight - TOPSIS Method.DOI
166. Guorong Zhu, Keke Wang, Yi Liang, Dongxiao Niu (2018). Comprehensive Benefit Evaluation Model and Analysis Considering Multi - Energy Supply.DOI
167. Weibo Zhao, Dongxiao Niu (2017). Prediction of CO2 Emission in China's Power Generation Industry with Gauss Optimized Cuckoo Search Algorithm and Wavelet Neural Network Based on STIRPAT model with Ridge Regression. Sustainability, Vol. 9, No. 12.DOI
168. Shuyu Dai, Dongxiao Niu (2017). Comprehensive Evaluation of the Sustainable Development of Power Grid Enterprises Based on the Model of Fuzzy Group Ideal Point Method and Combination Weighting Method with Improved Group Order Relation Method and Entropy Weight Method. Sustainability, Vol. 90, No. 100.DOI
169. Han Wu, Dongxiao Niu (2017). Study on Influence Factors of Electric Vehicles Charging Station Location Based on ISM and FMICMAC. Sustainability, Vol. 90, No. 40.DOI
170. Bowen Xiao, Dongxiao Niu, Han Wu, Haichao Wang (2017). Marginal Abatement Cost of CO2 in China Based on Directional Distance Function: An Industry Perspective. Sustainability, Vol. 90, No. 10.DOI
171. 宋宗耘，牛东晓，肖鑫利，朱琳（2017）. 基于改进萤火虫算法优化SVM的变电工程造价预测. 《中国电力》.
172. 李建锋，牛东晓，吴倩，李彬，陈宋宋（2017）. 基于CPS的电力供需互动技术及平台发展. 《中国电力》.
173. 高澈，牛东晓，马明，汪宁渤，盖晓平（2017）. 大规模新能源区域互联消纳能力分析及综合评价方法研究. 《中国电力》.
174. 牛东晓，马天男，王海潮，刘鸿飞，黄雅莉（2017）. 基于KPCA和NSGAⅡ优化CNN参数的电动汽车充电站短期负荷预测. 《电力建设》.
175. 牛东晓，刘卫东，黄雅莉，孙可，刘鸿飞，吴晗（2017）. 基于贝叶斯推理的ANFIS电网发展水平评估. 《电网与清洁能源》.
176. 杜英，夏慧聪，牛东晓，苟全峰，周飞（2017）. 电网新能源消纳综合效益群组判断灰色评价. 《技术经济》.
177. 李黎，杨升峰，邱金鹏，牛东晓（2017）. 电力系统供电短期负荷预测方法仿真研究. 《计算机仿真》.
178. 王海潮，牛东晓，陈寒钰，刘鸿飞（2017）. 基于KA算法的微电网-主动配电网协调规划研究. Proceedings of 2017 3rd ICCE International Conference on Social Science (ICCE-ICSS 2017).
179. 马同涛，牛东晓，郭鑫（2017）. 经管类虚拟仿真实验教学中心建设研究——以华北电力大学为例. 《教育教学论坛》.
180. 姚多朵，牛东晓（2017）. 基于电力大数据的电网规划研究. 《科技和产业》.
181. 赵伟博，牛东晓（2017）. 电动汽车分时租赁的推广策略研究. 《科技和产业》.
182. 马天男，牛东晓，李美成（2017）. 基于因子分析和DEA模型的现代光伏农业技术经济性综合评价研究. 《科技和产业》.
183. 许晓敏，牛东晓，覃泓皓，吴晗，朱国荣（2017）. 电网企业投资能力内外部因素影响机制研究. 《管理评论》, Vol. 29, No. 3.下载原文
184. Dongxiao Niu, Haichao Wang, Hanyu Chen, Yi Liang (2017). The General Regression Neural Network Based on the Fruit Fly Optimization Algorithm and the Data Inconsistency Rate for Transmission Line Icing Prediction. Energies.DOI
185. Dongxiao Niu, Yi Liang, Wei‐Chiang Hong (2017). Wind Speed Forecasting Based on EMD and GRNN Optimized by FOA. Energies.DOI
186. Xiaomin Xu, Dongxiao Niu, Lihui Zhang, Yongli Wang, Keke Wang (2017). Ice Cover Prediction of a Power Grid Transmission Line Based on Two-Stage Data Processing and Adaptive Support Vector Machine Optimized by Genetic Tabu Search. Energies.DOI
187. Zongyun Song, Xinli Xiao, Dongxiao Niu (2017). Distributed power generation programming with waste incineration generation and hybrid energy storage equipment. Journal of Intelligent & Fuzzy Systems.DOI
188. Dongxiao Niu, Zongyun Song, Xinli Xiao, Yuwei Wang (2017). Analysis of wind turbine micrositing efficiency: An application of two-subprocess data envelopment analysis method. Journal of Cleaner Production.DOI
189. Dongxiao Niu, Zongyun Song, Meng Wang, Xinli Xiao (2017). Improved TOPSIS method for power distribution network investment decision-making based on benefit evaluation indicator system. International Journal of Energy Sector Management.DOI
190. Dongxiao Niu, Yi Liang, Haichao Wang, Meng Wang, Wei‐Chiang Hong (2017). Icing Forecasting of Transmission Lines with a Modified Back Propagation Neural Network-Support Vector Machine-Extreme Learning Machine with Kernel (BPNN-SVM-KELM) Based on the Variance-Covariance Weight Determination Method. Energies.DOI
191. Huicong Xia, Dongxiao Niu (2017). Grey Comprehensive Evaluation of Biomass Power Generation Project Based on Group Judgement. IOP Conference Series Materials Science and Engineering.DOI
192. Ling Ji, Guohe Huang, Yulei Xie, Dongxiao Niu, Yihang Song (2017). Explicit cost-risk tradeoff for renewable portfolio standard constrained regional power system expansion: A case study of Guangdong Province, China. Energy.DOI
193. Dongxiao Niu, Shuyu Dai (2017). A Short-Term Load Forecasting Model with a Modified Particle Swarm Optimization Algorithm and Least Squares Support Vector Machine Based on the Denoising Method of Empirical Mode Decomposition and Grey Relational Analysis. Energies.DOI
194. Yi Liang, Dongxiao Niu, Haichao Wang, Hanyu Chen (2017). Assessment Analysis and Forecasting for Security Early Warning of Energy Consumption Carbon Emissions in Hebei Province, China. Energies.DOI
195. Bowen Xiao, Dongxiao Niu, Han Wu (2017). Exploring the impact of determining factors behind CO2 emissions in China: A CGE appraisal. The Science of The Total Environment.DOI
196. Yan Li, Shuyu Dai, Dongxiao Niu (2017). Electricity Consumption Forecast of Hunan Province Using Combined Model Based on Multivariate Linear Regression and BP Neural Network. Advances in computer science research.DOI
197. Han Wu, Dongxiao Niu, Weidong Liu, Ke Sun (2017). Power Grid Development Level Evaluation Based on Adaptive Neural-fuzzy Inference System. Procedia Engineering.DOI
198. Shuyu Dai, Yan Li, Dongxiao Niu (2017). Research on Power Demand Forecasting of Beijing Based on Regression Analysis. Advances in computer science research.DOI
199. Meiqiong Wu, Meng Wang, Dongxiao Niu (2017). Schedule-cost Joint Management of Thermal Power Construction Project Based on Improved Earned Value Method. International Conference on Humanities and Social Science Research (ICHSSR).DOI
200. Shuyu Dai, Yaru Han, Dongxiao Niu (2017). Research on Evaluation of Power Grid Investment Capability Based on TOPSIS Method. Advances in computer science research.DOI
201. 牛东晓，马同涛，郭鑫（2016）. 以创新实践为导向的电力经济管理人才培养特色研究——以华北电力大学为例. 《高教学刊》.
202. 牛东晓，马同涛，郭鑫（2016）. 电力经济管理复合型人才培养模式研究. 《教育教学论坛》.
203. 邱金鹏，牛东晓（2016）. 基于小波-时间序列组合模型的风电功率预测. 《电力建设》.
204. 嵇灵，解玉磊，黄鲁成，牛东晓（2016）. 风火联合系统不同备用模式的风险调度策略研究. 《电力建设》.
205. 牛东晓，马天男，黄雅莉，刘冰旖（2016）. 基于Godlike算法的海岛型分布式电源规划模型. 《电力建设》.
206. 覃泓皓，牛东晓，钱望月，金翔，戴黎（2016）. 考虑季节特性的改进小波包-RBF用电量预测方法. 《电力科学与技术学报》.
207. 单体华，秦砺寒，韩江磊，史智萍，王智敏，牛东晓（2016）. 基于FWA-LSSVR智能算法的钢铁行业用电量预测研究. 《中国电力》.
208. 牛东晓，李建锋，魏林君，迟永宁（2016）. 跨区电网中风电消纳影响因素分析及综合评估方法研究. 《电网技术》.
209. 孟明，牛东晓，许晓敏（2016）. 经济转型过程中资源依赖度演进路径分解模型研究. 《中国管理科学》, Vol. 24, No. 3.下载原文
210. 牛东晓（2016）. 输变电工程造价管理.
211. Dongxiao Niu, Zongyun Song, Xinli Xiao (2016). Electric power substitution for coal in China: Status quo and SWOT analysis. Renewable and Sustainable Energy Reviews.DOI
212. Zongyun Song, Dongxiao Niu, Xinli Xiao (2016). Focus on the current competitiveness of coal industry in China: Has the depression time gone? Resources Policy.DOI
213. Zhengping Liu, Guohe Huang, Chuanbao Wu, Ling Ji, Dongxiao Niu (2016). Factorial Based Stochastic Optimization Approach for Energy and Environmental Systems Management Under Uncertainty. Environmental Engineering Science.DOI
214. Tianyue Wang, Gaoxiang Wu, Jiewei Chen, Peng Cui, Zexi Chen, Yangyang Yan, Yan Zhang, Meicheng Li, Dongxiao Niu, Baoguo Li, Hongyi Chen (2016). Integration of solar technology to modern greenhouse in China: Current status, challenges and prospect. Renewable and Sustainable Energy Reviews.DOI
215. Tiannan Ma, Dongxiao Niu (2016). Icing Forecasting of High Voltage Transmission Line Using Weighted Least Square Support Vector Machine with Fireworks Algorithm for Feature Selection. Applied Sciences.DOI
216. Yi Liang, Dongxiao Niu, Minquan Ye, Wei‐Chiang Hong (2016). Correction: Liang, Y., et al. Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search. Energies 2016, 9, 827. Energies.DOI
217. Yi Liang, Dongxiao Niu, Ye Cao, Wei‐Chiang Hong (2016). Analysis and Modeling for China’s Electricity Demand Forecasting Using a Hybrid Method Based on Multiple Regression and Extreme Learning Machine: A View from Carbon Emission. Energies.DOI
218. Yi Liang, Dongxiao Niu, Minquan Ye, Wei‐Chiang Hong (2016). Short-Term Load Forecasting Based on Wavelet Transform and Least Squares Support Vector Machine Optimized by Improved Cuckoo Search. Energies.DOI
219. Wei Shang, Guifen Pei, Ming Meng, Dongxiao Niu (2016). Sensitivity and trend analysis of carbon emissions embodied in China's international trade with input-output technique and nonhomogeneous exponential growth model. Journal of Renewable and Sustainable Energy.DOI
220. Zongyun Song, Dongxiao Niu, Xinli Xiao, Han Zhong Wu (2016). Daily Peak Load Forecasting Based on Fast K-medoids Clustering, GARCH Error Correction and SVM Model. Tamkang University Institutional Repository (TKUIR).DOI
221. Ming Meng, Sarah L. Mander, Xiaoli Zhao, Dongxiao Niu (2016). Have market-oriented reforms improved the electricity generation efficiency of China's thermal power industry? An empirical analysis. Energy.DOI
222. T N Ma, Dongxiao Niu, Yupeng Huang (2016). Transmission line icing prediction based on DWT feature extraction. IOP Conference Series Earth and Environmental Science.DOI
223. Bowen Xiao, Dongxiao Niu, Xiaodan Guo (2016). Can natural gas-fired power generation break through the dilemma in China? A system dynamics analysis. Journal of Cleaner Production.DOI
224. Bowen Xiao, Dongxiao Niu, Xiaodan Guo (2016). Can China achieve its 2020 carbon intensity target? A scenario analysis based on system dynamics approach. Ecological Indicators.DOI
225. Zongyun Song, Dongxiao Niu, Jinpeng Qiu, Xinli Xiao, Tiannan Ma (2016). Improved short-term load forecasting based on EEMD, Guassian disturbance firefly algorithm and support vector machine. Journal of Intelligent & Fuzzy Systems.DOI
226. Han Wu, Dongxiao Niu, Zongyun Song (2016). Short-Term Electric Load Forecasting Based on Data Mining. International Journal of Engineering and Technology.DOI
227. Ling Ji, Guohe Huang, Lucheng Huang, Yulei Xie, Dongxiao Niu (2016). Inexact stochastic risk-aversion optimal day-ahead dispatch model for electricity system management with wind power under uncertainty. Energy.DOI
228. Xiaodan Guo, Dongxiao Niu, Bowen Xiao (2016). Assessment of Air-Pollution Control Policy’s Impact on China’s PV Power: A System Dynamics Analysis. Energies.DOI
229. Bingchen Li, Dongxiao Niu, Yan Lu, Junyuan Qiu, L. Liang (2016). Analysis of the surplus rate of power transmission and transformation project cost based on grey correlation analysis.DOI
230. Tiannan Ma, Dongxiao Niu, Ming Fu (2016). Icing Forecasting for Power Transmission Lines Based on a Wavelet Support Vector Machine Optimized by a Quantum Fireworks Algorithm. Applied Sciences.DOI
231. Xiaomin Xu, Dongxiao Niu, Jinpeng Qiu, Meiqiong Wu, Peng Wang, Wangyue Qian, Xiang Jin (2016). Comprehensive Evaluation of Coordination Development for Regional Power Grid and Renewable Energy Power Supply Based on Improved Matter Element Extension and TOPSIS Method for Sustainability. Sustainability.DOI
232. Dongxiao Niu, Fu Yu Hua (2016). Research on Prediction of Transmission and Transformation Project Cost Index Based on ARIMA and Exponential Smoothing Models. Atlantis Press eBooks.DOI
233. Hongfei Liu, Dongxiao Niu, Yali Huang, Han Jun Wu (2016). Research on Distribution Network Development Speed Comprehensive Evaluation Method.DOI
234. Yali Huang, Tiannan Ma, Meiqiong Wu, Dongxiao Niu (2016). Intelligent Risk Evaluation of Transmission Line Icing Based on Bayesian ANFIS. International Conference on Energy and Environmental Protection (ICEEP).DOI
235. Yongli Wang, Li-sha Fan, Dongxiao Niu (2016). The Improvement of Education Management for "Power Load Forecasting Technology" Curriculum.DOI
236. Yashan Zhong, Dongxiao Niu (2016). Research on Factors and Deployment Strategy of Grid Wildfire Disaster in Hunan province of China. Advances in computer science research.DOI
237. Junsong Qin, Yashan Zhong, Dongxiao Niu (2016). Development Evaluation and Enlightenment on Renewable Energy Generation Dispatching Model. Advances in computer science research.DOI
238. Junsong Qin, Dongxiao Niu, Yashan Zhong, Meiqiong Wu (2016). Comprehensive Cost Analysis and Comparison of Thermal Power, Hydropower and Wind Power in China. International Conference on Social Science and Higher Education (ICSSHE).DOI
239. 嵇灵，牛东晓，汪鹏（2015）. 基于相似日聚类和贝叶斯神经网络的光伏发电功率预测研究. 《中国管理科学》, Vol. 23, No. 3.下载原文
240. Junsong Qin, Bingyi Liu, Dongxiao Niu (2015). Uncertainty Analysis of Power Grid Investment Capacity Based on Monte Carlo.DOI
241. Xiaomin Xu, Dongxiao Niu, Ming Fu, Huicong Xia, Han Zhong Wu (2015). A Multi Time Scale Wind Power Forecasting Model of a Chaotic Echo State Network Based on a Hybrid Algorithm of Particle Swarm Optimization and Tabu Search. Energies.DOI
242. Ling Ji, Sai Liang, Shen Qu, Yanxia Zhang, Ming Xu, Xiaoping Jia, Yingtao Jia, Dongxiao Niu, Jiahai Yuan, Yong Hou, Haikun Wang, Anthony S.F. Chiu, Xiaojun Hu (2015). Greenhouse gas emission factors of purchased electricity from interconnected grids. Applied Energy.DOI
243. Bowen Xiao, Dongxiao Niu, Xiaodan Guo, Xiaomin Xu (2015). The Impacts of Environmental Tax in China: A Dynamic Recursive Multi-Sector CGE Model. Energies.DOI
244. Ming Meng, Wei Shang, Xiaoli Zhao, Dongxiao Niu, Wei Li (2015). Decomposition and forecasting analysis of China's energy efficiency: An application of three-dimensional decomposition and small-sample hybrid models. Energy.DOI
245. Xiaomin Xu, Dongxiao Niu, Peng Wang, Yan Lu, Huicong Xia (2015). The Weighted Support Vector Machine Based on Hybrid Swarm Intelligence Optimization for Icing Prediction of Transmission Line. Mathematical Problems in Engineering.DOI
246. Yan Lu, Dongxiao Niu, Jinpeng Qiu, Weidong Liu (2015). Prediction Technology of Power Transmission and Transformation Project Cost Based on the Decomposition-Integration. Mathematical Problems in Engineering.DOI
247. Dongxiao Niu, Yan Lu, Xiaomin Xu, Bingjie Li (2015). Short-Term Power Load Point Prediction Based on the Sharp Degree and Chaotic RBF Neural Network. Mathematical Problems in Engineering.DOI
248. Ling Ji, Dongxiao Niu, Guohe Huang, Wei Li, Zhengping Liu (2015). Environmental and Economic Optimization Model for Electric System Planning in Ningxia, China: Inexact Stochastic Risk-Aversion Programming Approach. Mathematical Problems in Engineering.DOI
249. Qian Gao, Ming Meng, Lei Wen, Dongxiao Niu (2015). Analysing the environmental Kuznets curve for CO2 emissions in China using segmented equations and partial least squares. International Journal of Global Warming.DOI
250. Ming Meng, Dongxiao Niu, Jinpeng Liu, Xiaomin Xu (2015). Driving force factor analysis of global carbon intensity changes. International Journal of Global Warming.DOI
251. Hao Feng, Jiao Fan, Guorong Zhu, Hui Xu, Dongxiao Niu, Xiaodan Guo (2015). Electricity sales forecasting of Z province based on SARIMA model and temperature correction. Advances in intelligent systems research/Advances in Intelligent Systems Research.DOI
252. Junsong Qin, Dongxiao Niu, Jinpeng Qiu, Ling Ji (2015). The Application of Joint Optimization Method using GA for Load Forecasting. International Conference on Mechatronics, Materials, Chemistry and Computer Engineering (ICMMCCE).DOI
253. Dongxiao Niu, Jingpeng Qiu, Meiqiong Wu, Yali Huang (2015). Risk analysis of power plant investment based on Monte Carlo. International Conference on Management Science and Innovative Education (MSIE).DOI
254. Guorong Zhu, Hao Feng, Honghao Qin, Dongxiao Niu (2015). The Assessment of Financial Leasing Risk in Grid Corporation. International Conference on Management Science, Education Technology, Arts, Social Science and Economics (MSETASSE).DOI
255. 刘健，牛东晓，邢棉，郭磊，郑少明（2014）. 基于动态电价的新能源实时调度定价与策略研究. 《电网技术》.
256. Yan Lu, Dongxiao Niu, Bingjie Li, Min Yu (2014). Cost Forecasting Model of Transmission Project based on the PSO-BP Method. TELKOMNIKA (Telecommunication Computing Electronics and Control).DOI
257. Ling Ji, Dongxiao Niu, Ming Xu, Guohe Huang (2014). An optimization model for regional micro-grid system management based on hybrid inexact stochastic-fuzzy chance-constrained programming. International Journal of Electrical Power & Energy Systems.DOI
258. Dongxiao Niu, Zongyun Song, Jinpeng Liu (2014). Improved Fuzzy Evaluation Model Analysis of Nuclear Power Plant Operational Safety Performance. Indonesian Journal of Electrical Engineering and Computer Science.DOI
259. Ling Ji, Dongxiao Niu, Guohe Huang (2014). An inexact two-stage stochastic robust programming for residential micro-grid management-based on random demand. Energy.DOI
260. Xiaomin Xu, Dongxiao Niu, Ming Meng, Hui-Feng Shi (2014). Yearly Electricity Consumption Forecasting using a Nonhomogeneous Exponential Model Optimized by PSO Algorithm. Applied Mathematics & Information Sciences.DOI
261. Ming Meng, Wei Shang, Dongxiao Niu (2014). Monthly Electric Energy Consumption Forecasting Using Multiwindow Moving Average and Hybrid Growth Models. Journal of Applied Mathematics.DOI
262. Ming Meng, Wei Shang, Dongxiao Niu, Qian Gao (2014). A New Algorithm of Parameter Estimation for the Logistic Equation in Modeling CO2 Emissions from Fossil Fuel Combustion. Mathematical Problems in Engineering.DOI
263. Wei Wang, Qinliang Tan, Qingguo Ma, Dongxiao Niu, Yan Lu (2014). Study on the development and intelligent prediction model of green electricity market in China. International Journal of Computer Applications in Technology.DOI
264. 牛东晓，魏亚楠（2013）. 基于FHNN相似日聚类自适应权重的短期电力负荷组合预测. 《电力系统自动化》.
265. 刘壮志，许柏婷，牛东晓（2013）. 智能电网需求响应与均衡分析发展趋势. 《电网技术》.
266. 牛东晓，嵇灵，劳咏昶，路妍（2013）. 中国电力消费与经济增长关系的实证研究. 《统计与决策》, No. 2.下载原文
267. 牛东晓，魏亚楠 牛东晓（2013）. 基于KKT和量子遗传算法的风火电联合上网最优决策. 《运筹与管理》, Vol. 22, No. 2.下载原文
268. Ming Meng, Dongxiao Niu, Wei Shang (2013). A small-sample hybrid model for forecasting energy-related CO 2 emissions. Energy.DOI
269. Dongxiao Niu, Qian Zhang (2013). A new revenue management optimization model for wind power. WIT transactions on information and communication technologies.DOI
270. Da Liu, Dongxiao Niu, Hui Wang, Leilei Fan (2013). Short-term wind speed forecasting using wavelet transform and support vector machines optimized by genetic algorithm. Renewable Energy.DOI
271. Dongxiao Niu, Haochi Guo, Jinpeng Liu, Huijuan Zhai (2013). Research of power demand side management under smart grid environment. WIT transactions on information and communication technologies.DOI
272. Dongxiao Niu, Lei Zhu (2013). Time series analysis effect of multistep electricity price on Zhejiang residents electricity utilization. WIT transactions on information and communication technologies.DOI
273. Jinpeng Liu, Dongxiao Niu, Xiaohua Song (2013). The energy supply and demand pattern of China: A review of evolution and sustainable development. Renewable and Sustainable Energy Reviews.DOI
274. Ming Meng, Dongxiao Niu, Qian Gao (2013). Decomposition analysis of Chinese provincial economic growth through carbon productivity analysis. Environmental Progress & Sustainable Energy.DOI
275. Jinpeng Liu, Dongxiao Niu, Hongyun Zhang, Guanqing Wang (2013). Forecasting of wind velocity: An improved SVM algorithm combined with simulated annealing. Journal of Central South University.DOI
276. Dongxiao Niu, Ling Ji, Qingguo Ma, Wei Li (2013). Knowledge Mining Based on Environmental Simulation Applied to Wind Farm Power Forecasting. Mathematical Problems in Engineering.DOI
277. Dongxiao Niu, Yanan Wei, Yanchao Chen (2013). Photovoltaic Power Prediction Based on Scene Simulation Knowledge Mining and Adaptive Neural Network. Mathematical Problems in Engineering.DOI
278. Dongxiao Niu, Lin Long Zhu, Dai Mu (2013). Assessment Study of Power Enterprise Soft Power Based on Fuzzy-ANP. Springer eBooks.DOI
279. Dongxiao Niu (2013). Reactor health diagnosis based on Bayesian network. Dianli zidonghua shebei.
280. Dongxiao Niu (2013). Comprehensive Evaluation of Wind Power Construction Projects Based on Principal Component Analysis Method. Zhongguo Dianli.
281. Ming Meng, Dongxiao Niu, Wei Shang (2012). CO2 emissions and economic development: China's 12th five-year plan. Energy Policy, Vol. 42.DOI
282. 刘壮志，牛东晓，杨尚东（2012）. 应重视提高智能电网建设的综合效益. 《国有资产管理》.
283. 李金超，牛东晓，李金颖（2012）. 智能电网发展影响因素的解释结构模型分析. 《电力建设》.
284. 孙晶琪，牛东晓，冷媛，李春杰（2012）. 电力市场复杂特性及其演化规律的实证研究. 《技术经济与管理研究》.
285. 史会峰，牛东晓，卢艳霞（2012）. 基于贝叶斯神经网络短期负荷预测模型. 《中国管理科学》, Vol. 20, No. 4.下载原文
286. 郭正权，牛东晓，王健（2012）. 我国煤炭产业结构、效率与绩效关系的实证分析. 《当代经济管理》, Vol. 34, No. 3.下载原文
287. Qian Zhang, Kin Keung Lai, Dongxiao Niu, Qiang Wang, Xuebin Zhang (2012). A Fuzzy Group Forecasting Model Based on Least Squares Support Vector Machine (LS-SVM) for Short-Term Wind Power. Energies.DOI
288. Qian Zhang, Kin Keung Lai, Dongxiao Niu, Qiang Wang (2012). A Fuzzy Group Forecasting Model Based on BPNN for Wind Power Output. International Conference on Business Intelligence and Financial Engineering.DOI
289. Qiang Wang, Kin Keung Lai, Dongxiao Niu, Qian Zhang (2012). A Triple Artificial Neural Network Model Based on Case Based Reasoning for Credit Risk Assessment. International Conference on Business Intelligence and Financial Engineering.DOI
290. Qiang Wang, Kin Keung Lai, Dongxiao Niu, Qian Zhang (2012). A Multivariate Wind Power Forecasting Model Based on LS-SVM. International Joint Conference on Computational Sciences and Optimization (CSO).DOI
291. Qian Zhang, Kin Keung Lai, Dongxiao Niu, Qiang Wang (2012). Wind Park Power Forecasting Models and Comparison. International Joint Conference on Computational Sciences and Optimization (CSO).DOI
292. Zhengquan Guo, Dongxiao Niu, Daojuan Wang (2012). China’s Strategic Choice of the Coal Industry: Perspective from Green Economy. VBN Forskningsportal (Aalborg Universitet).
293. Jianjun Wang, Li Li, Dongxiao Niu, Zhongfu Tan (2012). An annual load forecasting model based on support vector regression with differential evolution algorithm. Applied Energy.DOI
294. Yongli Wang, Dongxiao Niu, Li Ji (2012). Short-term power load forecasting based on IVL-BP neural network technology. Systems Engineering Procedia.DOI
295. Dongxiao Niu, Yanan Wei, Yan Shi, Hamid Reza Karimi (2012). A Novel Evaluation Model for Hybrid Power System Based on Vague Set and Dempster‐Shafer Evidence Theory. Mathematical Problems in Engineering.DOI
296. Dongxiao Niu, Leilei Fan (2012). Technology Feasibility Evaluation of Grid-connected Distributed Generation Based on Cloud Model. Systems Engineering Procedia.DOI
297. Quanyong Bai, Dongxiao Niu, Jia Bai (2012). Complex networks economy systems engineering in general synergetic structure. Systems Engineering Procedia.DOI
298. Jinchao Li, Jinchao Li, Jinying Li, Jinying Li, Dongxiao Niu, Yunna Wu (2012). A Parallel Adaptive Particle Swarm Optimization Algorithm for Economic/Environmental Power Dispatch. Mathematical Problems in Engineering.DOI
299. Xiaohua Song, Lixiao Wang, Dongxiao Niu, Pie Zu, Yiwei Guo (2012). on Merging the Wind Power Equipment Manufacturing Enterprises into the Wind Power Generation Engineering Group. Systems Engineering Procedia.DOI
300. Dongxiao Niu, Haochi Guo, Jinpeng Liu, Guanqing Wang (2012). Research on Power Load Prediction in the Intelligent Power Grid Environment based on MV Optimum Combined Model. AASRI Procedia.DOI
301. Dongxiao Niu, Ling Ji, Yongli Wang, Da Liu (2012). Echo state network with wavelet in load forecasting. Kybernetes.DOI
302. Ming Meng, Dongxiao Niu (2012). Three-dimensional decomposition models for carbon productivity. Energy.DOI
303. 王建军，李莉，谭忠富，牛东晓（2011）. 电力需求侧响应利益联动机制的系统动力学模拟. 《系统工程理论与实践》, Vol. 31, No. 12.下载原文
304. 任峰，刘应宗，牛东晓（2011）. 农村生物质能资源利用效能综合评价研究. 《软科学》, Vol. 25, No. 9.下载原文
305. 王永利，牛东晓，刘敦楠（2011）. “电力负荷预测技术及其应用”课程教学改革与实践研究. 《中国电力教育》.
306. 任峰，刘应宗，牛东晓（2011）. 农村生物质废弃物沼气化利用回收模式优化. 《农业工程学报》.
307. Yuanying Chi, Ben Chi, Xiang-Yang Li, Dongxiao Niu (2011). Investment Cost Analysis for Key Industries of New Energy Based on Boston Experience Curve. Modeling Risk Management in Sustainable Construction.DOI
308. Yongli Wang, Dongxiao Niu, Vincent C. S. Lee (2011). Optimizing of BP Neural Network based on genetic algorithms in power load forecasting. Proceedings of the Annual Conference of the IEEE Industrial Electronics Society.DOI
309. Ming Meng, Dongxiao Niu, Wei Sun (2011). Forecasting Monthly Electric Energy Consumption Using Feature Extraction. Energies.DOI
310. Yimin Liu, Dongxiao Niu, Jinpeng Liu, Haiyang Hou, Xin Li (2011). Research on Yield Risk Analysis and Management Control of Power Enterprises. International Conference on Management and Service Science (MASS).DOI
311. Yigang Sun, Dongxiao Niu (2011). Studied on Weights of Performance Evaluation Index for Middle-Level Cadres of Enterprise Based on Analytical Hierarchy Process. International Conference on Management and Service Science (MASS).DOI
312. Dongxiao Niu, Jianjun Wang, Jinpeng Liu (2011). Knowledge mining collaborative DESVM correction method in short-term load forecasting. Journal of Central South University of Technology.DOI
313. Dongxiao Niu, Yimin Liu, Ling Ji, Jinpeng Liu (2011). The study of electric power customer risk evaluation based on entropy method and MADA. IEEE International Conference on Computer Science and Automation Engineering.DOI
314. Qiang Wang, Kin Keung Lai, Dongxiao Niu (2011). Evaluation model based on support vector machine for green coal supplier in electric power supply chain.DOI
315. Ming Meng, Dongxiao Niu (2011). Modeling CO2 emissions from fossil fuel combustion using the logistic equation. Energy.DOI
316. Qian Zhang, Kin Keung Lai, Dongxiao Niu (2011). Optimization Combination Forecast Method of SVM and WNN for Power Load Forecasting. International Joint Conference on Computational Sciences and Optimization (CSO).DOI
317. Qiang Wang, Kin Keung Lai, Dongxiao Niu (2011). Green Credit Scoring System and Its Risk Assessemt Model with Support Vector Machine. International Joint Conference on Computational Sciences and Optimization (CSO).DOI
318. Yongli Wang, Dongxiao Niu, Ling Ji (2011). Power load forecasting using data mining and knowledge discovery technology. International Journal of Intelligent Information and Database Systems.DOI
319. Dongxiao Niu, Fang Fang, Zhou Kun, Jinpeng Liu (2011). Feasibility Evaluation for Wind Power Generation Based on Rough Set Theory. Procedia Engineering.DOI
320. Dongxiao Niu (2011). Simulating the electric demand response profit linkage mechanism by system dynamics. Systems Engineering - Theory & Practice.
321. Dongxiao Niu (2011). Research on Comprehensive Evaluation of Biomass Resources Utilization Performance. Ruan kexue.
322. Dongxiao Niu, Yongli Wang, Desheng Dash Wu (2010). Power load forecasting using support vector machine and ant colony optimization. Expert Systems With Applications, Vol. 37, No. 3.DOI
323. 迟远英，牛东晓，李向阳，邓刚，刘志（2010）. 基于物元分析理论的供电服务质量评价方法. 《电力系统自动化》.
324. 李金超，牛东晓，李金颖（2010）. 电网投资效率测算及优化研究. 《电力系统保护与控制》.
325. 牛东晓，贾竹青，沈巍（2010）. 呼和浩特地区经济与电力负荷预测研究. 《中国电力教育》.
326. 牛东晓，孟明（2010）. 季节型增长趋势电力消费预测研究：基于中国的实证分析. 《中国管理科学》, Vol. 18, No. 2.下载原文
327. Yuanying Chi, Yuan-Qin Chi, Dongxiao Niu, Z. Liu (2010). Regional industrial energy efficiency research under the low-carbon economy target. IEEE International Conference on Industrial Engineering and Engineering Management.DOI
328. Zhou Kun, Dongxiao Niu, Dong Ma (2010). The power supply company sustainable development index system establish and evaluation.DOI
329. Dongxiao Niu, Hui Shi, Jianqing Li (2010). Research of Evaluation Index System of the Development and Construction of “Two-type Transformer Substation”. Journal of Sustainable Development.DOI
330. Dongxiao Niu, Hanmei Wang, Yanan Wei (2010). Analysis of power load combination forecasting model based on improved particle swarm optimization. International Conference on Natural Computation (ICNC).DOI
331. Dongxiao Niu, Xin Li, Kun Zhang, Yimin Liu (2010). On post-evaluation of power plant construction project based on improved back propagation neural network.
332. Yizhou Zhang, Dongxiao Niu, Jinpeng Liu (2010). The evaluation of thermal power enterprise environmental sustainable development based on SA-BP neural network.DOI
333. Ping Zhou, Dongxiao Niu, Xin Li, Yimin Liu (2010). Research on comprehensive evaluation of grid emergency management.DOI
334. Dongxiao Niu, Yanan Wei (2010). Research on Rating of Power Grid Emergency Based on D-S Theory Weighted by AHP. International Conference on Electrical and Control Engineering.DOI
335. Dongxiao Niu, Cong Xu, Yanan Wei, Ling Ji (2010). Notice of Retraction: Comprehensive Evaluation of the Listed Power Energy Companies' Growth Ability Based on Improved Seasonal Dynamics and Multi-index. International Conference on E-Business and E-Government.DOI
336. Dongxiao Niu, Yongli Wang, Xiaoyong Ma (2010). Optimization of support vector machine power load forecasting model based on data mining and Lyapunov exponents. Journal of Central South University of Technology.DOI
337. Dongxiao Niu, Hui Shi, Jianqing Li, Yanan Wei (2010). Research on short-term power load time series forecasting model based on BP neural network. International Conference on Advanced Computer Control.DOI
338. Dongxiao Niu, Hanmei Wang, Chengkai Cai (2010). Application of Neural Network-based Combining Forecasting Model Optimized by Ant Colony In Power Load Forecasting. Asia-Pacific Power and Energy Engineering Conference (APPEEC).DOI
339. Dongxiao Niu, Cong Xu, Jianqing Li, Yanan Wei (2010). Application of Short-Term Load Forecasting Based on Improved Gray-Markov Residuals Amending of BP Neural Network. Lecture notes in computer science.DOI
340. Yongli Wang, Dongxiao Niu, Yakun Wang (2010). Power Load Forecasting Using Data Mining and Knowledge Discovery Technology. Lecture notes in computer science.DOI
341. Dongxiao Niu (2010). Study on Evaluation Index System for Smart Grid. Energy Technology and Economics.
342. 刘达，牛东晓，杨光（2009）. 电力市场中的电价影响因素. 《智慧电力》.
343. 刘达，王尔康，牛东晓（2009）. 小波分析和考虑外生变量的广义自回归条件异方差模型在电价预测中的应用. 《电网技术》.
344. 王宁，牛东晓（2009）. 基于SE-DEA的电网企业资源配置效率评价. 《电力需求侧管理》.
345. 李金超，牛东晓，李金颖，乞建勋（2009）. 中国电能利用效率测算及其影响因素分析. 《电力需求侧管理》.
346. 陈志强，夏阳，牛东晓（2009）. 基于层次分析法的DSM项目评估模型的研究. 《电力需求侧管理》.
347. 牛东晓，武俊芳（2009）. 民族地区经济可持续发展与电力需求研究. 《内蒙古社会科学》, No. 6.下载原文
348. 王会青，谷志红，牛东晓（2009）. 能源消费与经济增长的实证及预测. 《统计与决策》, No. 5.下载原文
349. Dongxiao Niu, Junfang Wu, Lei Guan, Rong Li (2009). Optimal Allocation Model of Interconnected Regional Electric Grid Based on Game Theory. International Conference on Management and Service Science (MASS).DOI
350. Dongxiao Niu, Shengming Hou, Rong Li (2009). Rough Set-Based Power Supply Enterprise Customer's Evaluation of Credit. International Conference on Management and Service Science (MASS).DOI
351. Jicheng Liu, Dongxiao Niu, Jian-xun Qi (2009). Multi-objective coordination optimal model for new power intelligence center based on hybrid algorithm. Journal of Central South University of Technology.DOI
352. Shuai Lin, Dongxiao Niu (2009). Empirical Study on Electric Power Customer Satisfaction Based on Kano Model.DOI
353. Dongxiao Niu, Shengming Hou, Yunyun Zhang, Xiaoya Sun (2009). Financial risk early-warning based on RS-SVM hybrid model. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
354. Dongxiao Niu, Yongli Wang (2009). A New Model to Short-Term Power Load Forecasting Combining Chaotic Time Series and SVM.DOI
355. Zhihong Gu, Dongxiao Niu, Huiqing Wang (2009). Multiple Attribute Grey Target Decision Making Model Based on Linear Combination Weights Determining and Entropy. International Journal of Business and Management.DOI
356. Shijun Yang, Dongxiao Niu, Yongli Wang (2009). A Discussion on the Crisis Management of Small Scale Thermal Power Plant Basing on Sustainable Development. International Journal of Business and Management.DOI
357. Junfang Wu, Dongxiao Niu (2009). Short-Term Power Load Forecasting Using Least Squares Support Vector Machines(LS-SVM).DOI
358. Jinpeng Liu, Dongxiao Niu, Yizhou Zhang (2009). Multi-objective Optimization of Cost-Quality-Time - Security in Construction Project Management Based on Particle Swarm Method.DOI
359. Dongxiao Niu, Haitao Lv, Yunyun Zhang (2009). Combination Forecasting Model for Mid-long Term Load Based on Least Squares Support Vector Machines and a Mended Particle Swarm Optimization Algorithm.DOI
360. Dongxiao Niu, Weijun Wang, Desheng Dash Wu (2009). Atmospheric environment impact assessment of thermal power plant. International Journal of Global Energy Issues.DOI
361. Dongxiao Niu (2009). Research on DSM project evaluation model of DSM by AHP. Power Demand Side Management.
362. Dongxiao Niu (2009). Research on evaluation to resource allocation efficiency of power grid enterprise based on SE-DEA model. Power Demand Side Management.
363. Dongxiao Niu, Yunyun Zhang, Hai-tao Lv, Ye Zhang (2009). Short-Term Load Forecasting Model Based on LS-SVM in Bayesian Inference. International Workshop on Education Technology and Computer Science.DOI
364. Xiaoyong Ma, Dongxiao Niu, Yongli Wang (2009). Evaluation of Technological Innovation with Data Envelopment Analysis Model for Enterprise.DOI
365. Dongxiao Niu (2009). Green influence assessment for thermal power plant construction projects based on fuzzy analytic hierarchy process. East China Electric Power.
366. 谷志红，牛东晓（2008）. 挪威的能源可持续发展战略和借鉴. 《电力需求侧管理》.
367. 康薇，牛东晓（2008）. 基于素质模型的电力员工能力评价. 《中国电力教育》.
368. 刘达，牛东晓，张云云（2008）. 中国电力市场改革中的电力规划问题研究. 《华东电力》.
369. 牛东晓，陈志强（2008）. 电力市场下的需求响应研究. 《华东电力》.
370. 牛东晓，陈志强（2008）. 电力市场的改革与发展综述. 《华东电力》.
371. 陈运辉，谷志红，牛东晓（2008）. 发达国家绿色电力推广的部分措施及启示. 《电力需求侧管理》.
372. 牛东晓，李金超，李金颖（2008）. 基于信息熵的电力大用户优先级组合评价. 《电力需求侧管理》.
373. Lidong Duan, Dongxiao Niu, Zhihong Gu (2008). Long and Medium Term Power Load Forecasting with Multi-Level Recursive Regression Analysis.DOI
374. Dongxiao Niu, Da Liu, Mian Xing (2008). Electricity price forecasting using generalized regression neural network based on principal components analysis. Journal of Central South University of Technology.DOI
375. Dongxiao Niu, Jialiang Lv, Zilong Qiu (2008). Researching the Service-Quality to Power Customer Based on Ant Colony Algorithm and TOPSIS Method.DOI
376. Dongxiao Niu, Jialiang Lv, Xingzhi Zhang (2008). The Improved Markov Error Correcting Method in Gray SVM for Power Load Forecasting.DOI
377. Dongxiao Niu, Jian-rong Jia, Jialiang Lv, Yuan Zhang (2008). Study on Intelligent Optimization Model Based on Grey Relational Grade in Long–Medium Term Power Load Rolling Forecasting.DOI
378. Dongxiao Niu, Jialiang Lv (2008). The Markov Error Correcting Method in Gray Neural Network for Power Load Forecasting.DOI
379. Yunhui Chen, Dongxiao Niu, Zhihong Gu, Yunyun Zhang (2008). Research on Application of Gray Target Model Based on Linear Combination Weights in Security Assessment of Power Production.DOI
380. Dongxiao Niu, Yuan Zhang, Jialiang Lv, Jian-rong Jia (2008). The Error Correcting Markov Chains Study on Medium/Long Term Load Rolling Forecasting of SVM Based on Grey Relational Grade.DOI
381. Jicheng Liu, Dongxiao Niu (2008). A novel recurrent neural network forecasting model for power intelligence center. Journal of Central South University of Technology.DOI
382. Dongxiao Niu, Weijun Wang, Qingchao Liu (2008). Comprehensive Evaluation of Sustainable Development Capability for Thermal Power Plant under Market Competition. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
383. Wei Li, Zhu-hua Han, Dongxiao Niu (2008). An Improved Colony Clustering to Short-Term Forecasting in the Power System. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
384. Dongxiao Niu, Yuan Zhang (2008). Research of the Electricity Price Linkage Mechanism of Selling Side and Generating Side Based on DSM. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
385. Dongxiao Niu, Xing-zhi Zhang (2008). The Electric Power Enterprise CSI Study and Upgrade Strategy. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
386. Dongxiao Niu, Weijun Wang, Zilong Qiu (2008). A New Method for Financial Performance Evaluation of Listed Power Enterprise. International Conference on Genetic and Evolutionary Computing.DOI
387. Yongli Wang, Dongxiao Niu, Weijun Wang (2008). SVM Model Based on Particle Swarm Optimization for Short-Term Load Forecasting. Lecture notes in computer science.DOI
388. Chunxiang Li, Dongxiao Niu, Limin Meng (2008). Rough Set Combine BP Neural Network in Next Day Load Curve Forcasting. Lecture notes in computer science.DOI
389. Dongxiao Niu, Wei Li, Limin Cheng, Xi-Hua Gu (2008). Mid-term load forecasting based on dynamic least squares SVMS. International Conference on Machine Learning and Cybernetics.DOI
390. Yingchun Guo, Dongxiao Niu (2008). Intelligent short-term load forecasting based on pattern-base. International Conference on Machine Learning and Cybernetics.DOI
391. Dongxiao Niu, Xiumei Wang, Chong Gao (2008). The combination evaluation method based on DEA and SVM. International Conference on Machine Learning and Cybernetics.DOI
392. Chunxiang Li, Dongxiao Niu, Ming Meng (2008). Using wavelet transform to improve generalization ability of neural network in next day load curve forecasting. International Conference on Machine Learning and Cybernetics.DOI
393. Dongxiao Niu, Yongli Wang (2008). Study of Support Vector Machines Based on Immunogenetic Particle Swarm Algorithm in Short-Term Power Load Forecasting Model. International Conference on Bioinformatics and Biomedical Engineering.DOI
394. Jianrong Jia, Dongxiao Niu (2008). Application of improved gray Markov model in power load forecasting. IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies.DOI
395. Dongxiao Niu, Wei Li, Zhu-hua Han, Xiu-e Yuan (2008). Power Load Forecasting Based on Improved Genetic Algorithm–GM(1,1) Model. International Conference on Natural Computation (ICNC).DOI
396. Yongli Wang, Dongxiao Niu, Jiangyan Liu (2008). Optimization of Artificial Neural Networks Based on Chaotic Time Series in Power Load Forecasting Model. International Conference on Natural Computation (ICNC).DOI
397. Dongxiao Niu (2008). Application of improved entropy TOPSIS to evaluation of competitive performance of power companies. East China Electric Power.
398. Dongxiao Niu, Jialiang Lv (2008). Application of improved TOPSIS method based on ACO and BP algorithm. World Congress on Intelligent Control and Automation.DOI
399. Dongxiao Niu, Yongli Wang (2008). Study of the SMO algorithm based on data mining in shot-term power load forecasting model. World Congress on Intelligent Control and Automation.DOI
400. Dongxiao Niu (2008). Sustainable development strategy of Norway energy and suggestions. Power Demand Side Management.
401. Dongxiao Niu (2008). Analysis of Short Term Load Forecasting Based on Gray Neural Networks. Science Technology and Industry.
402. Dongxiao Niu (2008). Measures and inspiration to promote green power in developed countries. Power Demand Side Management.
403. 牛东晓，顾曦华（2007）. 基于SVM修正模糊多属性决策法的用电客户信用评价. 《电力需求侧管理》.
404. 牛东晓，凌云鹏，赵奇，赵庆营（2007）. 一种适用于电网扩展规划问题的边界搜索粒子群优化算法. 《华北电力大学学报(自然科学版)》.
405. 顾曦华，邢棉，牛东晓，程利敏（2007）. 基于GANO算法的电力系统中长期负荷预测研究. 《华北电力大学学报(自然科学版)》.
406. 牛东晓，赵磊，张博，王海峰（2007）. 粒子群优化灰色模型在负荷预测中的应用. 《中国管理科学》, Vol. 15, No. 1.下载原文
407. Shijun Yang, Dongxiao Niu, Yongli Wang (2007). Discussion on the Sustainable Development of Electric Power Industry in China. Asian Social Science.DOI
408. Dongxiao Niu, Yongli Wang (2007). Support Vector Machines Based on Data Mining Technology in Power Load Forecasting. International Conference on Wireless Communications, Networking and Mobile Computing.DOI
409. Dongxiao Niu, Xihua Gu (2007). Application of HGPSOA in Electric Power System Material Purchase and Storage Optimization. International Conference on Service Systems and Service Management.DOI
410. Dongxiao Niu, Jinchao Li, Jinying Li, Qiang Wang (2007). Daily Load Forecasting Using Support Vector Machine and Case-Based Reasoning. IEEE Conference on Industrial Electronics and Applications (ICIEA).DOI
411. Dongxiao Niu, Mian Xing (2007). Research on Neural Networks Based on Culture Particle Swarm Optimization and Its Application in Power Load Forecasting. International Conference on Natural Computation (ICNC).DOI
412. Yingchun Guo, Dongxiao Niu (2007). A Knowledge-Based Intelligent System for Power Customer Service Management. International Conference on Machine Learning and Cybernetics.DOI
413. Dongxiao Niu, Jinchao Li, Jinying Li (2007). Middle -- long Electric Power Load Forecasting Based on Co-integration and Support Vector Machine. International Conference on Natural Computation (ICNC).DOI
414. Dongxiao Niu, Mian Xing, Jinying Li (2007). Evaluation of power customers’ credit risk based on PCA and wavelet neural network. International Conference on Wavelet Analysis and Pattern Recognition.DOI
415. Dongxiao Niu (2007). Application of hybrid intelligent algorithm to grid optimization. East China Electric Power.
416. Dongxiao Niu, Chunxiang Li, Ming Meng, Wei Shang (2007). Short-Term Load Forecasting using a CBR-ANN Model. International Conference on Machine Learning and Cybernetics.DOI
417. Dongxiao Niu, Jinchao Li, Mian Xing (2007). Distribution Center Location Decision-making Based on PCA and Support Vector Machine Approach. International Conference on Natural Computation (ICNC).DOI
418. Dongxiao Niu (2007). The Sequencing Optimal Decision with Divisible Activities. Zhongguo guanli kexue.
419. 任峰，刘军青，牛东晓（2006）. 基于改进BP神经网络模型的电力工业可持续发展综合评价研究. 《华北电力大学学报(自然科学版)》.
420. 郑燕，方军，牛东晓（2006）. 电厂排放管理决策的动态分析方法. 《电网技术》.
421. 谷志红，牛东晓，王会青（2006）. 广义回归神经网络模型在短期电力负荷预测中的应用研究. 《中国电力》.
422. 王斌，牛东晓（2006）. 从风险角度分析电厂建设可行性研究中的问题及对策. 《中国电力教育》.
423. 李翔，牛东晓，杨尚东（2006）. 改进粒子群优化算法在电源规划中的应用. 《中国管理科学》, Vol. 14, No. 6.下载原文
424. 牛东晓，张博（2006）. 浅析2006年电力需求侧管理相关任务. 《电力需求侧管理》.
425. 牛东晓，牛东晓 卢昆娟 孟明（2006）. 上市电力公司业绩的一种评价方法. 《运筹与管理》, Vol. 15, No. 1.下载原文
426. Wei Li, Renhui Huang, Jie Bai, Xiue Yuan, Dongxiao Niu (2006). A New Intelligent Method for Power Load Forecasting. International Conference on Intelligent Systems Design and Applications (ISDA).DOI
427. Yingchun Guo, Dongxiao Niu, Chen Yan-xu (2006). Support Vector Machine Model in Electricity Load Forecasting. International Conference on Machine Learning and Cybernetics.DOI
428. Dongxiao Niu, Yunpeng Ling, Qi Zhao, Qingying Zhao (2006). An Improved Particle Swarm Optimization Method Based on Borderline Search Strategy for Transmission Network Expansion Planning. International Conference on Machine Learning and Cybernetics.DOI
429. Dongxiao Niu, Bo Zhang, Ming Meng, Cheng Gong (2006). Grey Model of Power Load Forecasting Based on Particle Swarm Optimization. World Congress on Intelligent Control and Automation.DOI
430. Dongxiao Niu (2006). Multifactor-influenced combined gray neural network models for power load forecasting. East China Electric Power.
431. 黎静华，栗然，顾雪平，牛东晓（2005）. 网格化的电力系统短期负荷预测的MDRBR模型. 《电力系统自动化》.
432. 武群丽，牛东晓（2005）. 经济管制政策综合性绩效检验分析. 《经济与管理研究》, No. 5.下载原文
433. R.M.T. Lu, Dongxiao Niu, Zhengyuan Jia (2005). A study of short-term load forecasting based on ARIMA-ANN.DOI
434. Dongxiao Niu, Qiang Wanq, Jinchao Li (2005). Short term load forecasting model using support vector machine based on artificial neural network. International Conference on Machine Learning and Cybernetics.DOI
435. Dongxiao Niu, Jianchang Lu, Yuanyuan Li (2005). Integrated Optimum Gray Neural Network Model of Monthly Power Load Forecasting Based on Optimum Credibility. ASME Power Conference.DOI
436. Wei Sun, Dongxiao Niu, Hai-yu Shen (2005). Comprehensive evaluation of power plants' competition ability with BP neural networks method. International Conference on Machine Learning and Cybernetics.DOI
437. Dongxiao Niu, Qiang Wang, Jinchao Li (2005). Research on support vector machine model based on grey relation analysis for daily load forecasting. International Conference on Machine Learning and Cybernetics.DOI
438. Dongxiao Niu (2004). Our Country Generates Electricity Total Amount Estimates and Comparative Analysis. Control Engineering of China.
439. 李云燕，牛东晓，常征（2003）. 可持续发展对北京市电力工业的影响研究. 《现代电力》.
440. 孟宁，牛东晓，陈莉（2003）. 电力市场营销组合策略的人工神经网络模型. 《华北电力大学学报(自然科学版)》.
441. 李金颖，牛东晓，张世英（2003）. 火电厂选址的三角模糊数综合评价方法研究. 《数量经济技术经济研究》, No. 3.下载原文
442. 牛东晓，乞建勋，邢棉（2001）. 二重趋势性季节型电力负荷预测组合灰色神经网络模型. 《中国管理科学》, Vol. 9, No. 6.下载原文
443. 牛东晓，牛东晓 乞建勋（2001）. 模糊处理变结构神经网络日负荷预测方法研究. 《运筹与管理》, Vol. 10, No. 2.下载原文
444. 牛东晓，贾正源 牛东晓（2000）. 电力负荷预测的遗传神经网络模型研究. 《运筹与管理》, Vol. 9, No. 2.下载原文
445. 牛东晓，邢棉（1999）. 时间序列的小波神经网络预测模型的研究. 《系统工程理论与实践》, Vol. 19, No. 5.下载原文
446. 牛东晓（1994）. 灰色关联分析法在电力建设工程评标中的应用. 《水电能源科学》.
447. 牛东晓（1994）. 火电厂选址最优决策中的灰色层次分析法. 《电网技术》.
448. 卢占会，牛东晓（1994）. 京津唐电网最大负荷及峰谷差的灰色预测. 《系统管理学报》, Vol. 3, No. 1.下载原文
449. 牛东晓，张文文，王贵保，黄进发（1991）. 电力系统负荷预测的可调灰色模型及其应用. 《华北电力大学学报(自然科学版)》.
450. 牛东晓（1991）. 城市电力需求的灰色预测模型及其应用. 《水电能源科学》.

书籍章节

1. LI Chang-zu, Cheng Chen, Xiaomin Xu, Qiang Liu, Bo Miao, Dongxiao Niu (2020). Electric Energy Substitution Analysis of Typical Industries Based on Grey Theory. Lecture notes in electrical engineering.DOI
2. Hui Fang Shi, Dongxiao Niu, Hanmei Wang (2012). Study of Energy Performance Contracting Project Risk Based on Fuzzy Neural Network. Lecture notes in electrical engineering.DOI
3. Yongli Wang, Dongxiao Niu, Ling Ji (2011). Optimization of Short-Term Load Forecasting Based on Fractal Theory. Studies in computational intelligence.DOI
4. Dongxiao Niu, Yanan Wei, Huanhuan Qiao, Fang Fang (2011). Combined Forecast for Wind Power Short-Term Load Based on Gray Neural Network Trained by Particle Swarm Optimization. Advances in intelligent and soft computing.DOI
5. Yongli Wang, Dongxiao Niu, Mian Xing (2010). Risk Management Evaluation Based on Elman Neural Network for Power Plant Construction Project. Studies in computational intelligence.DOI
6. Hanmei Wang, Dongxiao Niu, Chengkai Cai (2010). Evaluation of Enterprise ERP System Based on Neural Network Optimized by Ant Colony. Lecture notes in electrical engineering.DOI