冯仲恺｜河海大学｜学者主页

2026

水库群发电调度多智能体深度强化学习方法

冯仲恺，罗涛，关铁生，牛文静

《水利学报》

2026

长江流域复杂水资源系统风险网络特征的工程影响解析

冯仲恺，杨晓静，牛文静，王煜，彭少明，郑小康，王永强

《水资源保护》

2026

基于强化学习算法的闸控河网工程水位控制方法

陈珠亮，孔令仲，肖洋，张涛涛，冯仲恺，王晓颖，刘子涵

《南水北调与水利科技(中英文)》

DOI

2026

黄河流域九省区水资源-能源耦合系统研究(Ⅲ):风险分析

冯仲恺，蒋林佚，牛文静，王煜，彭少明，郑小康

《水资源保护》

2026

基于离散微分动态规划和机器学习的水库群调度

关铁生，尹鑫，罗涛，冯仲恺，张海滨，马昱斐

《水科学进展》

DOI

2026

水网互联下长江-黄河跨流域水资源系统复杂网络特征

冯仲恺，杨晓静，牛文静，王煜，彭少明，郑小康，王永强

《水资源保护》

2026

ResBi-Mamba Plus: Deep Bidirectional Mamba with Spatiotemporal Attention for Robust Interpretable Hourly Runoff Forecasting

Ziyu Sheng, Shiping Wen, Zhongkai Feng, Kaibo Shi

Artificial Intelligence Science and Engineering

DOI

2026

Interval-based multi-objective optimization for multireservoir operation under uncertain inflows

Li Zhang, Wenjing Niu, Zhong-kai Feng, Hong‐Wu Tang, Yang Xiao, Tie-sheng Guan, Tao Yang

Journal of Hydrology

DOI

2026

Artificial intelligence-based response surface stochastic dynamic programming for long-term operation rule derivation of cascade hydropower reservoirs

Zhong-kai Feng, Xuan Chao, Yang Xiao, Hong‐Wu Tang, Wenjing Niu, Tao-tao Zhang, Ling-zhong Kong

Journal of Hydrology

DOI

2026

Multi-objective optimization of water–sediment-ecology coordinated operation for cascade reservoirs in the Yellow River Basin

Zhong-kai Feng, Liang Shen, Tie-sheng Guan, Ai-hua Long, Qin Xu, Xing Chen, Wenjing Niu

Journal of Hydrology

DOI

2026

A dual-axis residual decomposition framework for adaptive error correction in time series forecasting

Xinyue Fu, Zhong-kai Feng, Wen-jing Niu

Neurocomputing

DOI

2026

A multi-objective robust two-population cooperation search algorithm for cascade hydropower reservoir operation under uncertain environment

Xin-ru Yao, Tie-sheng Guan, Zhong-kai Feng, Li Zhang, Xin Yin, Yi-Fan Xia, Wenjing Niu

Applied Soft Computing

DOI

2026

Intelligent mining of generation operation rules for cascade hydropower reservoirs driven by large language models and knowledge graphs

Zhong-kai Feng, Teng Lin, Wenjing Niu, Yang Xiao, Tao Yang, Hongwu Tang

Journal of Hydrology

DOI

2026

A parallel constrained two-population cooperation search algorithm for multi-objective optimization and multiple hydropower reservoirs operation

Li Zhang, Wen-jing Niu, Zhong-kai Feng, Xin-ru Yao

Advanced Engineering Informatics

DOI

2026

A twin model framework with physical features and multi-objective optimization for point and interval predictions of wind power

Xinyue Fu, Zhong-kai Feng, Wen-jing Niu

Energy

DOI

2026

An interpretable physics-informed artificial intelligence model for daily hydropower generation prediction in cascaded reservoirs incorporating spatiotemporal correlations

Jing-shuai Zhang, Zhong-kai Feng, Wen-jing Niu, Bo Zhou, Bin Luo, Shumin Miao

Renewable Energy

DOI

2026

A novel intelligent interval prediction framework for daily generation of hydropower reservoir

Jing-shuai Zhang, Wen-jing Niu, Jian-bing Li, Jun Zhang, Bo Zhou, Xinyue Fu, Zhong-kai Feng

Renewable Energy

DOI

2026

Mixed Copula for streamflow simulation based on intelligent knowledge set and parameter calibration using cooperation search algorithm

Yi-Fan Xia, Zhong-kai Feng, Yang Xiao, Tao-tao Zhang, Ling-zhong Kong, Wen-jing Niu, Hui-ming Zhang

Advances in Water Resources

DOI

2026

Two-stage scenario generation of hydro-wind-solar complementary system based on improved variational autoencoder and generative adversarial networks model

Zhong-kai Feng, Xin Wang, Wenjing Niu, Jianbing Li, Jun Zhang, Tao Bai

Renewable Energy

DOI

2026

Rolling recursive prediction model for water level prediction in gate-controlled water delivery canal systems

Kejie Wang, Lingzhong Kong, Xue Xiao, Guhan Li, Zhongkai Feng, Taotao Zhang, Qian Yang

Journal of Hydrology Regional Studies

DOI

2026

Day-ahead optimal scheduling for cascade hydropower units to mitigate vibration zone crossing induced by intra-day flexibility response

Zhipeng Zhao, Yongdong Han, Benxi Liu, Jiakun Tang, Jin Wang, Chuntian Cheng, Zhongkai Feng

Applied Energy

DOI

2026

A classified artificial intelligence model based on triple-attention mechanism and metaheuristic algorithm for monthly runoff prediction

Wenjie Liu, Zhongkai Feng, Wen-jing Niu, Junjie Liu, Shenglan Jian, Benda Liang

Journal of Hydrology Regional Studies

DOI

2025

复杂流域水资源系统风险多链路网络研究(Ⅰ):网络构建

冯仲恺，高浩宇，牛文静，王煜，彭少明，郑小康

《水资源保护》

2025

黄河流域九省区水资源-能源耦合系统研究(Ⅰ):特征解析

冯仲恺，蒋林佚，牛文静，王煜，彭少明，郑小康

《水资源保护》

2025

黄河流域九省区水资源-能源耦合系统研究(Ⅱ):演化规律

冯仲恺，蒋林佚，牛文静，王煜，彭少明，郑小康

《水资源保护》

2025

面向关中地区水网韧性提升的水库群优化调配研究

黄生志，闫俊，郭怿，黄强，周伟，冯仲恺，于磊

《水资源保护》

2025

复杂流域水资源系统风险多链路网络研究(Ⅱ):风险传播

冯仲恺，高浩宇，牛文静，王煜，彭少明，郑小康

《水资源保护》

2025

基于大语言模型的水库调度知识图谱智能构建

冯仲恺，林腾，牛文静，肖洋，杨涛，唐洪武

《水利学报》

2025

基于创新趋势分析方法的珠江流域降水径流变化趋势研究

王霞雨，贾文豪，王森，冯仲恺，秦友伟，张康，刘夏，李家誉

《水利水电技术(中英文)》

DOI

2025

基于斑马优化算法的闸控分汊水网优化调控方法

孟锐，刘玥，肖洋，孔令仲，冯仲恺，张涛涛

《南水北调与水利科技(中英文)》

DOI

2025

基于时间卷积网络的闸控影响下河道水位实时短期预测

王珂杰，肖洋，冯仲恺，罗航，张涛涛，孔令仲，刘子涵

《南水北调与水利科技(中英文)》

DOI

2025

水电日前发电能力智能预测方法

冯仲恺，付新月，张景帅，曹威，张太衡，牛文静

《人民长江》

DOI

2025

“水资源系统优化方法”课程多元化教学方法

冯仲恺，牛文静，李国芳，杨涛，任黎，谭忠成

《中国地质教育》

DOI

2025

An efficient constrained multi-population cooperation search algorithm for multi-objective optimization of multireservoir operation

Zhong-kai Feng, Li Zhang, Xiayu Wang, Fang Yang, Yi-hong Jiang, Sen Wang, Wenjing Niu

Applied Soft Computing

DOI

2025

Solar power generation prediction using radial basis function neural network with mode decomposition and cooperation search algorithm

Zhong-kai Feng, Pan Liu, Wenjing Niu

Applied Soft Computing

DOI

2025

Interpretable hybrid artificial intelligence model for predicting daily hydropower generation of cascade hydropower reservoirs

Jing-shuai Zhang, Zhong-kai Feng, Xinyue Fu, Wenjie Liu, Wenjing Niu

Renewable Energy

DOI

2025

Complementary operation optimization of cascade hydropower reservoirs and photovoltaic energy using cooperation search algorithm and conditional generative adversarial networks

Zhong-kai Feng, Xin Wang, Wenjing Niu

Energy

DOI

2025

Twin extreme learning machine model and cooperation search algorithm for multi-step-ahead point and interval runoff prediction

Zhong-kai Feng, Pan Liu, Wenjing Niu, Xinyue Fu, Yang Xiao, Tao Yang, Haiyan Huang

Journal of Hydrology

DOI

2025

Integrated Runoff Forecasting Model with Mode Decomposition and Metaheuristic-optimized Bidirectional Gated Recurrent Unit

Zhong-kai Feng, Wenjie Liu, Zhengyang Tang, Baofei Feng, Guoliang Ji, Yinshan Xu, Wenjing Niu

Water Resources Management

DOI

2025

Compound Hydrological Forecasting Model by Long Short-term Memory Network Coupled with Adaptive Mode Decomposition and Evolutionary Algorithm

Zhong-kai Feng, Wenjie Liu, Wenjing Niu, Tao Yang, Wenchuan Wang, Sen Wang

Water Resources Management

DOI

2024

基于集对分析的清流河流域蓝绿水分类分析

刘俊杰，高峰，刘翠善，王国庆，冯仲恺

《水资源保护》

2024

水风光综合基地多风险量化及长期多目标协调优化调度方法

赵志鹏，于志辉，程春田，王进，冯仲恺

《电力系统自动化》

2024

基于混合孪生支持向量机的径流区间预测

冯仲恺，付新月，纪国良，刘亚新，牛文静，黄海燕，杨涛

《人民长江》

2024

Multi-objective cooperation search algorithm based on decomposition for complex engineering optimization and reservoir operation problems

Xin-ru Yao, Zhong-kai Feng, Li Zhang, Wenjing Niu, Tao Yang, Yang Xiao, Hongwu Tang

Applied Soft Computing

DOI

2024

A state-of-the-art review of long short-term memory models with applications in hydrology and water resources

Zhong-kai Feng, Jing-shuai Zhang, Wenjing Niu

Applied Soft Computing

DOI

2024

A multi-objective operation optimization method for dynamic control of reservoir water level in evolving flood season environments

Li Zhang, Zhong-kai Feng, Xin-ru Yao, Wenjing Niu, Yongqiang Wang, Mo Li

Journal of Hydrology

DOI

2024

Residual Temporal Convolutional Network With Dual Attention Mechanism for Multilead-Time Interpretable Runoff Forecasting

Ziyu Sheng, Yuting Cao, Yin Yang, Zhong-kai Feng, Kaibo Shi, Tingwen Huang, Shiping Wen

IEEE Transactions on Neural Networks and Learning Systems

DOI

2024

Editorial: Key technologies for hybrid energy system planning and operation

Chengguo Su, Jianjian Shen, Zhong-kai Feng, I.M. Rizwanul Fattah, Yongxin Xiong

Frontiers in Energy Research

DOI

2024

Artificial intelligence-based response surface progressive optimality algorithm for operation optimization of multiple hydropower reservoirs

Wenjing Niu, Tao Luo, Xin-ru Yao, Jin-tai Gong, Qing-qing Huang, Haoyu Gao, Zhong-kai Feng

Energy

DOI

2024

Peak operation optimization of cascade hydropower reservoirs and solar power plants considering output forecasting uncertainty

Zhong-kai Feng, Qing-qing Huang, Wenjing Niu, Huaying Su, Shushan Li, Huijun Wu, Jiayang Wang

Applied Energy

DOI

2023

融合相空间重构和深度学习的径流模拟预测

师鹏飞，赵酉键，徐辉荣，李振亚，杨涛，冯仲恺

《水科学进展》

2023

水库群防洪调度的自适应变异鲸鱼优化方法

龚锦泰，冯仲恺，王森，贾文豪

《人民珠江》

2023

A multi-objective cooperation search algorithm for cascade reservoirs operation optimization considering power generation and ecological flows

Zhong-kai Feng, Li Zhang, Mo Li, Yongqiang Wang, Wenjing Niu

Applied Soft Computing

DOI

2023

Enhanced machine learning model via twin support vector regression for streamflow time series forecasting of hydropower reservoir

Xinyue Fu, Zhong-kai Feng, Hui Qun Cao, Baofei Feng, Zheng-yu Tan, Yinshan Xu, Wenjing Niu

Energy Reports

DOI

2023

A LSTM-based approximate dynamic programming method for hydropower reservoir operation optimization

Zhong-kai Feng, Tao Luo, Wenjing Niu, Tao Yang, Wenchuan Wang

Journal of Hydrology

DOI

2023

A Novel Twin Support Vector Regression Model for Wind Speed Time-Series Interval Prediction

Xinyue Fu, Zhong-kai Feng, Xin-ru Yao, Wenjie Liu

Energies

DOI

2023

Deriving hydropower reservoir operation policy using data-driven artificial intelligence model based on pattern recognition and metaheuristic optimizer

Zhong-kai Feng, Wenjing Niu, Taiheng Zhang, Wenchuan Wang, Tao Yang

Journal of Hydrology

DOI

2023

Gaussian Process Regression and Cooperation Search Algorithm for Forecasting Nonstationary Runoff Time Series

Sen Wang, Jin-tai Gong, Haoyu Gao, Wenjie Liu, Zhong-kai Feng

Water

DOI

2023

A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks

Ziyu Sheng, Shiping Wen, Zhong-kai Feng, Jiaqi Gong, Kaibo Shi, Zhenyuan Guo, Yin Yang, Tingwen Huang

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2023

A Novel Residual Gated Recurrent Unit Framework for Runoff Forecasting

Ziyu Sheng, Shiping Wen, Zhong-kai Feng, Kaibo Shi, Tingwen Huang

IEEE Internet of Things Journal

DOI

2023

Multi-Reservoir Flood Control Operation Using Improved Bald Eagle Search Algorithm with ε Constraint Method

Wenchuan Wang, Wei-can Tian, Kwok‐wing Chau, Hong-fei Zang, Mingwei Ma, Zhong-kai Feng, Dongmei Xu

Water

DOI

2023

Closure to “Improving Prediction Accuracy of Hydrologic Time Series by Least-Squares Support Vector Machine Using Decomposition Reconstruction and Swarm Intelligence”

Wenjing Niu, Zhong-kai Feng, Yinshan Xu, Baofei Feng, Yao-wu Min

Journal of Hydrologic Engineering

DOI

2023

Editorial: Artificial intelligence methods for the water- environment-food-energy nexus

Zhong-kai Feng, Shi-ping Wen, Wenjing Niu

Frontiers in Environmental Science

DOI

2023

Simulation and prediction of streamflow based on phase space reconstruction and deep learning algorithm

Pengfei SHI, Youjian Zhao, Huirong XU, Zhenya Li, Tao YANG, Zhongkai Feng

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2022

水文水资源专业通识课程本科教学实践

冯仲恺，牛文静，师鹏飞，杨涛，周建中，张勇传

《高等农业教育》

2022

无线微波精细化降雨监测技术与应用

谢彪，杨涛，尧俊辉，冯仲恺，陈志远，郑鑫

《水文》

2022

Climate Changes and Hydrological Processes

Wenchuan Wang, Zhong-kai Feng, Mingwei Ma

Water

DOI

2022

Multi-step-ahead solar output time series prediction with gate recurrent unit neural network using data decomposition and cooperation search algorithm

Zhong-kai Feng, Qing-qing Huang, Wenjing Niu, Tao Yang, Jiayang Wang, Shi-ping Wen

Energy

DOI

2022

Hydrological time series forecasting via signal decomposition and twin support vector machine using cooperation search algorithm for parameter identification

Zhong-kai Feng, Wenjing Niu, Xinyu Wan, Bin Xu, Feilin Zhu, Juan Chen

Journal of Hydrology

DOI

2022

China’s hydropower energy system toward carbon neutrality

Zhong-kai Feng, Wenjing Niu, Chuntian Cheng, Jianzhong Zhou, Tao Yang

Frontiers of Engineering Management

DOI

2022

Adaptive Neural-Based Fuzzy Inference System and Cooperation Search Algorithm for Simulating and Predicting Discharge Time Series Under Hydropower Reservoir Operation

Zhong-kai Feng, Wenjing Niu, Pengfei Shi, Tao Yang

Water Resources Management

DOI

2022

Theoretical analysis of advanced intelligent computing in environmental research

Shiping Wen, Zhong-kai Feng, Tingwen Huang, Nian Zhang

Environmental Research Letters

DOI

2022

Enhanced sine cosine algorithm using opposition learning, adaptive evolution and neighborhood search strategies for multivariable parameter optimization problems

Zhong-kai Feng, Jie-feng Duan, Wenjing Niu, Zhiqiang Jiang, Yi Liu

Applied Soft Computing

DOI

2022

Parallel cooperation search algorithm and artificial intelligence method for streamflow time series forecasting

Zhong-kai Feng, Pengfei Shi, Tao Yang, Wenjing Niu, Jianzhong Zhou, Chuntian Cheng

Journal of Hydrology

DOI

2021

大规模水电系统优化调度维数灾问题研究进展

冯仲恺，牛文静，程春田，周建中，张勇传

《水电与抽水蓄能》

2021

水电系统全景调度综合实验平台建设及教学实践

冯仲恺，牛文静，周建中，莫莉，张勇传

《实验技术与管理》

DOI

2021

Improving Prediction Accuracy of Hydrologic Time Series by Least-Squares Support Vector Machine Using Decomposition Reconstruction and Swarm Intelligence

Wenjing Niu, Zhong-kai Feng, Yinshan Xu, Baofei Feng, Yao-wu Min

Journal of Hydrologic Engineering

DOI

2021

Cooperation Search Algorithm for Power Generation Production Operation Optimization of Cascade Hydropower Reservoirs

Wenjing Niu, Zhong-kai Feng, Yurong Li, Shuai Liu

Water Resources Management

DOI

2021

Enhanced harmony search algorithm for sustainable ecological operation of cascade hydropower reservoirs in river ecosystem

Wenjing Niu, Zhong-kai Feng, Zhiqiang Jiang, Sen Wang, Shuai Liu, Wei Jia Guo, Zhenguo Song

Environmental Research Letters

DOI

2020

金沙江下游—三峡梯级水库群调度运行补偿电量分配

曾昱，周建中，鲍正风，莫莉，冯仲恺，杨鑫

《水电能源科学》

2020

基于预报难度的径流预报水平综合评定

蒋志强，陈育赟，徐杨，张海荣，刘懿，冯仲恺

《水力发电学报》

2020

西江流域混联水库群多目标蓄能调度图研究

蒋志强，冯仲恺，覃晖，陈璐，黄牧涛，周建中

《人民珠江》

2018

基于烟花量粒子群算法的水库群联合优化调度

周华艳，周建中，何中政，冯仲恺，查港

《水电能源科学》

2018

基于混合量子粒子群算法的梯级水电站群调度

夏燕，冯仲恺，牛文静，覃晖，蒋志强，周建中

《水力发电学报》

2018

基于二进制和声粒子群算法的电站经济运行问题研究

高新稳，周建中，肖小刚，张胜，莫莉，蒋志强，冯仲恺

《长江科学院院报》

2018

水电调度专业人才多维联动培养模式

冯仲恺，牛文静，覃晖，蒋志强，莫莉，周建中

《中国地质教育》

2018

“水文预报”课程互动式教学方法研究

冯仲恺，牛文静，王金文，孙怀卫

《中国地质教育》

2017

梯级水电站群并行多目标优化调度方法

牛文静，冯仲恺，程春田，武新宇，申建建

《水利学报》

DOI

2017

大规模水电系统优化调度降维方法研究Ⅰ:理论分析

冯仲恺，牛文静，程春田，申建建，武新宇

《水利学报》

DOI

2017

大规模水电系统优化调度降维方法研究Ⅱ:方法实例

冯仲恺，牛文静，程春田，武新宇，申建建

《水利学报》

DOI

2017

梯级水电站群优化调度多目标量子粒子群算法

牛文静，冯仲恺，程春田

《水力发电学报》

2017

水库群联合优化调度知识规则降维方法

冯仲恺，牛文静，程春田，武新宇

《中国科学:技术科学》

2016

梯级水库群优化调度精英集聚蛛群优化方法

冯仲恺，牛文静，程春田，武新宇

《水利学报》

DOI

2016

水电系统中长期发电调度多核并行逐步优化方法

冯仲恺，牛文静，廖胜利，程春田，苏华英，汪明清，唐建兴

《电力自动化设备》

2016

水电系统中长期优化调度降维方法研究

冯仲恺

《大连理工大学》

2016

耦合调峰和通航需求的梯级水电站多目标优化调度混合搜索方法

牛文静，申建建，程春田，武新宇，冯仲恺，郭有安

《中国电机工程学报》

2015

均匀动态规划方法及其在水电系统优化调度中的应用

冯仲恺，程春田，牛文静，廖胜利，申建建

《水利学报》

DOI

2015

改进量子粒子群算法在水电站群优化调度中的应用

冯仲恺，廖胜利，牛文静，申建建，程春田，李泽宏

《水科学进展》

2014

库群长期优化调度的正交逐步优化算法

冯仲恺，廖胜利，程春田，苏华英

《水利学报》

DOI

2013

云南电网跨流域水电站群短期优化调度系统设计与实现

李秀峰，李树山，冯仲恺，廖胜利，程春田

《水力发电》

精选作品

期刊论文

水库群发电调度多智能体深度强化学习方法

长江流域复杂水资源系统风险网络特征的工程影响解析

基于强化学习算法的闸控河网工程水位控制方法

黄河流域九省区水资源-能源耦合系统研究(Ⅲ):风险分析

基于离散微分动态规划和机器学习的水库群调度

水网互联下长江-黄河跨流域水资源系统复杂网络特征

ResBi-Mamba Plus: Deep Bidirectional Mamba with Spatiotemporal Attention for Robust Interpretable Hourly Runoff Forecasting

Interval-based multi-objective optimization for multireservoir operation under uncertain inflows

Artificial intelligence-based response surface stochastic dynamic programming for long-term operation rule derivation of cascade hydropower reservoirs

Multi-objective optimization of water–sediment-ecology coordinated operation for cascade reservoirs in the Yellow River Basin

A dual-axis residual decomposition framework for adaptive error correction in time series forecasting

A multi-objective robust two-population cooperation search algorithm for cascade hydropower reservoir operation under uncertain environment

Intelligent mining of generation operation rules for cascade hydropower reservoirs driven by large language models and knowledge graphs

A parallel constrained two-population cooperation search algorithm for multi-objective optimization and multiple hydropower reservoirs operation

A twin model framework with physical features and multi-objective optimization for point and interval predictions of wind power

An interpretable physics-informed artificial intelligence model for daily hydropower generation prediction in cascaded reservoirs incorporating spatiotemporal correlations

A novel intelligent interval prediction framework for daily generation of hydropower reservoir

Mixed Copula for streamflow simulation based on intelligent knowledge set and parameter calibration using cooperation search algorithm

Two-stage scenario generation of hydro-wind-solar complementary system based on improved variational autoencoder and generative adversarial networks model

Rolling recursive prediction model for water level prediction in gate-controlled water delivery canal systems

Day-ahead optimal scheduling for cascade hydropower units to mitigate vibration zone crossing induced by intra-day flexibility response

A classified artificial intelligence model based on triple-attention mechanism and metaheuristic algorithm for monthly runoff prediction

复杂流域水资源系统风险多链路网络研究(Ⅰ):网络构建

黄河流域九省区水资源-能源耦合系统研究(Ⅰ):特征解析

黄河流域九省区水资源-能源耦合系统研究(Ⅱ):演化规律

面向关中地区水网韧性提升的水库群优化调配研究

复杂流域水资源系统风险多链路网络研究(Ⅱ):风险传播

基于大语言模型的水库调度知识图谱智能构建

基于创新趋势分析方法的珠江流域降水径流变化趋势研究

基于斑马优化算法的闸控分汊水网优化调控方法

基于时间卷积网络的闸控影响下河道水位实时短期预测

水电日前发电能力智能预测方法

“水资源系统优化方法”课程多元化教学方法

An efficient constrained multi-population cooperation search algorithm for multi-objective optimization of multireservoir operation

Solar power generation prediction using radial basis function neural network with mode decomposition and cooperation search algorithm

Interpretable hybrid artificial intelligence model for predicting daily hydropower generation of cascade hydropower reservoirs

Complementary operation optimization of cascade hydropower reservoirs and photovoltaic energy using cooperation search algorithm and conditional generative adversarial networks

Twin extreme learning machine model and cooperation search algorithm for multi-step-ahead point and interval runoff prediction

Integrated Runoff Forecasting Model with Mode Decomposition and Metaheuristic-optimized Bidirectional Gated Recurrent Unit

Compound Hydrological Forecasting Model by Long Short-term Memory Network Coupled with Adaptive Mode Decomposition and Evolutionary Algorithm

基于集对分析的清流河流域蓝绿水分类分析

水风光综合基地多风险量化及长期多目标协调优化调度方法

基于混合孪生支持向量机的径流区间预测

Multi-objective cooperation search algorithm based on decomposition for complex engineering optimization and reservoir operation problems

A state-of-the-art review of long short-term memory models with applications in hydrology and water resources

A multi-objective operation optimization method for dynamic control of reservoir water level in evolving flood season environments

Residual Temporal Convolutional Network With Dual Attention Mechanism for Multilead-Time Interpretable Runoff Forecasting

Editorial: Key technologies for hybrid energy system planning and operation

Artificial intelligence-based response surface progressive optimality algorithm for operation optimization of multiple hydropower reservoirs

Peak operation optimization of cascade hydropower reservoirs and solar power plants considering output forecasting uncertainty

融合相空间重构和深度学习的径流模拟预测

水库群防洪调度的自适应变异鲸鱼优化方法

A multi-objective cooperation search algorithm for cascade reservoirs operation optimization considering power generation and ecological flows

Enhanced machine learning model via twin support vector regression for streamflow time series forecasting of hydropower reservoir

A LSTM-based approximate dynamic programming method for hydropower reservoir operation optimization

A Novel Twin Support Vector Regression Model for Wind Speed Time-Series Interval Prediction

Deriving hydropower reservoir operation policy using data-driven artificial intelligence model based on pattern recognition and metaheuristic optimizer

Gaussian Process Regression and Cooperation Search Algorithm for Forecasting Nonstationary Runoff Time Series

A Survey on Data-Driven Runoff Forecasting Models Based on Neural Networks

A Novel Residual Gated Recurrent Unit Framework for Runoff Forecasting

Multi-Reservoir Flood Control Operation Using Improved Bald Eagle Search Algorithm with ε Constraint Method

Closure to “Improving Prediction Accuracy of Hydrologic Time Series by Least-Squares Support Vector Machine Using Decomposition Reconstruction and Swarm Intelligence”

Editorial: Artificial intelligence methods for the water- environment-food-energy nexus

Simulation and prediction of streamflow based on phase space reconstruction and deep learning algorithm

水文水资源专业通识课程本科教学实践

无线微波精细化降雨监测技术与应用

Climate Changes and Hydrological Processes

Multi-step-ahead solar output time series prediction with gate recurrent unit neural network using data decomposition and cooperation search algorithm

Hydrological time series forecasting via signal decomposition and twin support vector machine using cooperation search algorithm for parameter identification

China’s hydropower energy system toward carbon neutrality

Adaptive Neural-Based Fuzzy Inference System and Cooperation Search Algorithm for Simulating and Predicting Discharge Time Series Under Hydropower Reservoir Operation

Theoretical analysis of advanced intelligent computing in environmental research

Enhanced sine cosine algorithm using opposition learning, adaptive evolution and neighborhood search strategies for multivariable parameter optimization problems

Parallel cooperation search algorithm and artificial intelligence method for streamflow time series forecasting

大规模水电系统优化调度维数灾问题研究进展

水电系统全景调度综合实验平台建设及教学实践

Improving Prediction Accuracy of Hydrologic Time Series by Least-Squares Support Vector Machine Using Decomposition Reconstruction and Swarm Intelligence

Cooperation Search Algorithm for Power Generation Production Operation Optimization of Cascade Hydropower Reservoirs