王孟夏｜山东大学｜学者主页

2025

Hybrid machine learning and optimization method for solar irradiance forecasting

Chaoyang Zhu, Mengxia Wang, Mengxing Guo, Jinxin Deng, Qipei Du, Wei Wei, Yuxiang Zhang

Engineering Optimization，Vol. 570, No. 8

DOI

2025

Electro-Thermal Aging Coordination

Mengxia Wang, Wenwen Luo, Ming Yuan Yang

IEEE Transactions on Power Systems

DOI

2024

Scenario Generation Method for Provincial Summer Load Based on Load Decomposition

Yifan Liu, Jinxin Huang, Weijie Gong, Mengxia Wang

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2023

An Approach for Extracting Key Weather Processes Affecting Power Supply Driven by Meteorological Data

Weijie Gong, Mengxia Wang, Yifan Liu

IEEE Conference on Energy Internet and Energy System Integration (EI2)

DOI

2023

Prediction of the Thermal Rating of Overhead Conductor Based on Empirical Mode Decomposition-Sample Entropy and Quantile Regression Forest

Linwei Yao, Chunping Zhu, Xiaolong Wu, Mengxia Wang

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2023

An Efficient Model of Hybrid AC/DC Grid Power Flow based on the Simplified VSC Station Model

Xiaolong Wu, Hanbing Qu, Weichen Xin, Mengxia Wang

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2023

DLR-based Assessment of Wind Power Acceptable Capacity

Weichen Xin, Jingran Wang, Linwei Yao, Mengxia Wang

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

考虑故障概率和净负荷不确定性的鲁棒随机备用优化

李冉，王明强，杨明，王孟夏，王纬纶

《电力系统自动化》

2022

基于新型电力系统的退役火电机组改调相机运行研究

蒋哲，王安东，田浩，李山，房俏，王孟夏

《山东电力技术》

2022

Probabilistic power flow calculation considering electro-thermo-mechanical dynamics of overhead conductor

Mengxia Wang, Yimin Yin, Ming Yuan Yang, Xueshan Han

International Journal of Electrical Power & Energy Systems

DOI

2022

A Practical Feeder Planning Model for Urban Distribution System

Mingqiang Wang, Ming Yuan Yang, Zhen Fang, Mengxia Wang, Qiuwei Wu

IEEE Transactions on Power Systems

DOI

2022

Prediction of Intra-Period Minimum Thermal Rating of Overhead Conductors

Mengxia Wang, Shihao Wang, Xu Jin, Mingjian Cui, Ming Yuan Yang

IEEE Transactions on Power Delivery

DOI

2022

Thermal Rating Prediction with Improved Prediction Input

Shihao Wang, Yimin Yin, Mengxia Wang, Qiang Zhang

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

Current-carrying Capacity Calculation Based on Mechanical States Measurement of Overhead Line

Yimin Yin, Shihao Wang, Mengxia Wang, Xiao Liu

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

Probability Prediction of Short-term Allowable Carrying Capacity of Overhead Conductors

Haitian Wang, Yimin Yin, Shihao Wang, Mengxia Wang, Qiang Zhang

Asia Conference on Power and Electrical Engineering (ACPEE)

DOI

2022

Online assessment of allowable temperature rise time of overhead conductor after a step change of current in the operating environment

Mengxia Wang, Mengxia Wang, Haitian Wang, Mingqiang Wang, Mingqiang Wang, Qiang Zhang, Shihao Wang

Energy Reports

DOI

2022

Dynamic Economic Dispatch Considering Transmission–Distribution Coordination and Automatic Regulation Effect

Mingqiang Wang, Yuqian Wu, Ming Yuan Yang, Mengxia Wang, Linguo Jing

IEEE Transactions on Industry Applications

DOI

2022

Critical span identification model with critical periods for dynamic thermal rating equipment arrangement

Yimin Yin, Shihao Wang, Qiang Zhang, Mengxia Wang

ITM Web of Conferences

DOI

2022

Thermal rating probability prediction considering the temporal correlation among the thermal ratings

Shihao Wang, Yimin Yin, Jingran Wang, Mengxia Wang

ITM Web of Conferences

DOI

2021

计及海底电缆热特性的可接纳海上风电装机容量评估方法

王孟夏，周生远，杨明，董晓明，黄金焱，孙扬

《电力系统自动化》

2021

Bayesian Network Based Imprecise Probability Estimation Method for Wind Power Ramp Events

Yuanchun Zhao, Wenli Zhu, Ming Yuan Yang, Mengxia Wang

Journal of Modern Power Systems and Clean Energy

DOI

2021

地区天气实况数据用于架空导线动态增容的方法

付善强，蔡富东，王孟夏，金旭，张强，韩学山

《电力自动化设备》

DOI

2021

A Distributed Power Transfer Limit Calculation Method for Multi-Area Interconnection Power Networks

Xiaoming Dong, Xupeng Hao, Quan Chen, Chengfu Wang, Mengxia Wang

IEEE Transactions on Power Systems

DOI

2020

计及线路电热耦合的新能源接入通道全寿命经济性评估

张睿祺，董晓明，王孟夏，杨明，王勇

《电力系统自动化》

2020

Time-Process Power Flow Calculation Considering Thermal Behavior of Transmission Components

Shengyuan Zhou, Mengxia Wang, Jianhui Wang, Ming Yuan Yang, Xiaoming Dong

IEEE Transactions on Power Systems

DOI

2020

Power transfer limit calculation for multi-area interconnected power networks

Xiaoming Dong, Xupeng Hao, Mengxia Wang, Jinyu Wang, Chengfu Wang, Suoying He, Peng Wang

International Journal of Electrical Power & Energy Systems

DOI

2020

Prediction of overhead transmission line ampacity based on extreme learning machine

Xu Jin, Fudong Cai, Mengxia Wang, Yang Sun

IOP Conference Series Earth and Environmental Science

DOI

2020

Joint Probability Density Prediction for Multiperiod Thermal Ratings of Overhead Conductors

Xu Jin, Mengxia Wang, Mingjian Cui, Hua Dong Sun, Ming Yuan Yang

IEEE Transactions on Power Delivery

DOI

2020

Improved convolutional neural network‐based quantile regression for regional photovoltaic generation probabilistic forecast

Yixiao Yu, Mengxia Wang, Fangqing Yan, Ming Yuan Yang, Jiajun Yang

IET Renewable Power Generation

DOI

2020

A Unit Commitment Model Considering Peak Regulation of Units for Wind Power Integrated Power System

Xiuping Zhang, Mingqiang Wang, Mengxia Wang, Linguo Jing

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2020

Dynamic Economic Dispatch Considering Transmission-Distribution Coordination and Automatic Regulation effect of Transmission System

Yuqian Wu, Mingqiang Wang, Mengxia Wang, Linguo Jing

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2020

Aggregated Power Flexibility of Active Distribution Network Considering Reliability and Uncertainty

Yichen Song, Mingqiang Wang, Mengxia Wang

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2020

Active Power Flow Analysis Based on Nash Equilibrium Method of Game Theory

Quan Chen, Hua Dong Sun, Xiaoming Dong, Chengfu Wang, Mengxia Wang

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2020

A Convolutional Neural Network for Regional Photovoltaic Generation Point Forecast

Xuekai Zhang, Yanyong Yang, Huaying Wang, Feitao Zhao, Fangqing Yan, Mengxia Wang

E3S Web of Conferences

DOI

2020

Probabilistic prediction for the ampacity of overhead lines using Quantile Regression Neural Network

Xu Jin, Fudong Cai, Mengxia Wang, Yang Sun, Shengyuan Zhou

E3S Web of Conferences

DOI

2019

架空导线载流量的多时段联合概率密度预测

付善强，王孟夏，杨明，韩学山，陈芳，李文博

《电力系统自动化》

2019

Capacity assessment for wind power integration considering transmission line electro-thermal inertia

Xiaoming Dong, Ruiqi Zhang, Mengxia Wang, Jinyu Wang, Chengfu Wang, Yong Wang, Peng Wang

International Journal of Electrical Power & Energy Systems

DOI

2019

Calculation of electrothermal coupling power flow for XLPE insulated cable-based distribution systems

Mengxia Wang, Shengyuan Zhou, Ming Yuan Yang, Yaqi Zhang

International Journal of Electrical Power & Energy Systems

DOI

2019

Optimal power flow considering transient thermal behavior of overhead transmission lines

Mengxia Wang, Ming Yuan Yang, Xueshan Han

International Journal of Electrical Power & Energy Systems

DOI

2018

Contingency Analysis Considering the Transient Thermal Behavior of Overhead Transmission Lines

Mengxia Wang, Ming Yuan Yang, Jianhui Wang, Mingqiang Wang, Xueshan Han

IEEE Transactions on Power Systems

DOI

2018

Risk-based Reserve Coordinative Unit Commitment for a Large-scale Wind-storage System

Yumin Zhang, Xueshan Han, Bo Xu, Yong Wang, Mengxia Wang, Pingfeng Ye

Electric Power Components and Systems

DOI

2018

Dynamic Thermal Rating of Overhead Lines under Fog-Haze Environment

Fu Shanqiang, Mengxia Wang, Qiang Zhang, Haicheng Zhang

IOP Conference Series Earth and Environmental Science

DOI

2018

A Thermal Rating Calculation Approach for Wind Power Grid-Integrated Overhead Lines

Mengxia Wang, Mengxia Wang, Jinxin Huang, Zhe Jiang, Jinxin Huang

Energies

DOI

2018

Capacity Optimization of a Centralized Charging Station in Joint Operation with a Wind Farm

Zhe Jiang, Xueshan Han, Zhimin Li, Mingqiang Wang, Guodong Liu, Mengxia Wang, Wenbo Li, Ben Ollis

Energies

DOI

2017

风电与储能系统互补下的火电机组组合

李本新，韩学山，刘国静，王孟夏，李文博，蒋哲

《电力自动化设备》

2017

含同杆双回线的输电网零序反时限过流保护加速配合方案

张子衿，丛伟，肖静，冯迎春，王安宁，王孟夏

《电力自动化设备》

2016

Two-Stage Multi-Objective Collaborative Scheduling for Wind Farm and Battery Switch Station

Zhe Jiang, Xueshan Han, Zhimin Li, Wenbo Li, Mengxia Wang, Mingqiang Wang

Energies

DOI

2016

Analyses and judgment methods of single-phase broken-line fault for loaded distribution line

Qibao Kang, Wei Cong, Mengxia Wang, Guofu Xian, Guoqiang Liu, Zengmin Guo, Ruipeng Yi

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2016

Probabilistic forecasting for the ampacity of overhead transmission lines using quantile regression method

Zhiqing Wei, Mengxia Wang, Xueshan Han, Haicheng Zhang, Qiang Zhang

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2015

An OPF based approach for static voltage stability evaluation considering heat balance rule of overhead line

Youmin Li, Jing Xiao, Ronghua Yang, Yingchun Feng, Qiang Zhang, Mengxia Wang

IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technologies

DOI

2014

Calculation of Power Transfer Limit Considering Electro-Thermal Coupling of Overhead Transmission Line

Xiaoming Dong, Chengfu Wang, Jun Liang, Xueshan Han, Feng Zhang, Hua Dong Sun, Mengxia Wang, Jingguo Ren

IEEE Transactions on Power Systems

DOI

2014

Study on approach of static security preventive control accounting for thermal inertia of overhead line

Mengxia Wang, Jinxin Huang, Xueshan Han

International Conference on Power System Technology (POWERCON)

DOI

2013

基于电热协调理论提升电网消纳间歇式能源发电能力的分析

王孟夏，韩学山，孙宏斌

《电力自动化设备》

2011

电网运行的电热协调理论研究

王孟夏

《山东大学》

2011

Benders Decomposition Algorithm for Corrective Security-constrained Optimal Power Flow

Mengxia Wang

Proceedings of the CSEE

2009

静态安全分析中计及电热耦合的事故筛选和排序方法

王孟夏，韩学山，陈芳，刘道伟，刘文静，刘文才

《中国电机工程学报》

2009

Study on the crucial element and its monotone in power grid part III:applications

Mengxia Wang

Power System Protection and Control

2008

电力系统的超前热定值及其应用探讨

张辉，王孟夏，韩学山

《山东大学学报(工学版)》

2007

永久性故障最佳重合闸时间的自适应整定方法

白宪庆，谢广志，王孟夏

《吉林电力》

2007

修正的发电机动能函数及仿真验证

王孟夏，高杰，蔡国伟，白宪庆

《东北电力大学学报》

2006

基于网络结构及暂态能量的失步解列方案的研究

蔡国伟，孟祥霞，李晓峰，王孟夏

《中国电力》

精选作品

期刊论文

Hybrid machine learning and optimization method for solar irradiance forecasting

Electro-Thermal Aging Coordination

Scenario Generation Method for Provincial Summer Load Based on Load Decomposition

An Approach for Extracting Key Weather Processes Affecting Power Supply Driven by Meteorological Data

Prediction of the Thermal Rating of Overhead Conductor Based on Empirical Mode Decomposition-Sample Entropy and Quantile Regression Forest

An Efficient Model of Hybrid AC/DC Grid Power Flow based on the Simplified VSC Station Model

DLR-based Assessment of Wind Power Acceptable Capacity

考虑故障概率和净负荷不确定性的鲁棒随机备用优化

基于新型电力系统的退役火电机组改调相机运行研究

Probabilistic power flow calculation considering electro-thermo-mechanical dynamics of overhead conductor

A Practical Feeder Planning Model for Urban Distribution System

Prediction of Intra-Period Minimum Thermal Rating of Overhead Conductors

Thermal Rating Prediction with Improved Prediction Input

Current-carrying Capacity Calculation Based on Mechanical States Measurement of Overhead Line

Probability Prediction of Short-term Allowable Carrying Capacity of Overhead Conductors

Online assessment of allowable temperature rise time of overhead conductor after a step change of current in the operating environment

Dynamic Economic Dispatch Considering Transmission–Distribution Coordination and Automatic Regulation Effect

Critical span identification model with critical periods for dynamic thermal rating equipment arrangement

Thermal rating probability prediction considering the temporal correlation among the thermal ratings

计及海底电缆热特性的可接纳海上风电装机容量评估方法

Bayesian Network Based Imprecise Probability Estimation Method for Wind Power Ramp Events

地区天气实况数据用于架空导线动态增容的方法

A Distributed Power Transfer Limit Calculation Method for Multi-Area Interconnection Power Networks

计及线路电热耦合的新能源接入通道全寿命经济性评估

Time-Process Power Flow Calculation Considering Thermal Behavior of Transmission Components

Power transfer limit calculation for multi-area interconnected power networks

Prediction of overhead transmission line ampacity based on extreme learning machine

Joint Probability Density Prediction for Multiperiod Thermal Ratings of Overhead Conductors

Improved convolutional neural network‐based quantile regression for regional photovoltaic generation probabilistic forecast

A Unit Commitment Model Considering Peak Regulation of Units for Wind Power Integrated Power System

Dynamic Economic Dispatch Considering Transmission-Distribution Coordination and Automatic Regulation effect of Transmission System

Aggregated Power Flexibility of Active Distribution Network Considering Reliability and Uncertainty

Active Power Flow Analysis Based on Nash Equilibrium Method of Game Theory

A Convolutional Neural Network for Regional Photovoltaic Generation Point Forecast

Probabilistic prediction for the ampacity of overhead lines using Quantile Regression Neural Network

架空导线载流量的多时段联合概率密度预测

Capacity assessment for wind power integration considering transmission line electro-thermal inertia

Calculation of electrothermal coupling power flow for XLPE insulated cable-based distribution systems

Optimal power flow considering transient thermal behavior of overhead transmission lines

Contingency Analysis Considering the Transient Thermal Behavior of Overhead Transmission Lines

Risk-based Reserve Coordinative Unit Commitment for a Large-scale Wind-storage System

Dynamic Thermal Rating of Overhead Lines under Fog-Haze Environment

A Thermal Rating Calculation Approach for Wind Power Grid-Integrated Overhead Lines

Capacity Optimization of a Centralized Charging Station in Joint Operation with a Wind Farm

风电与储能系统互补下的火电机组组合

含同杆双回线的输电网零序反时限过流保护加速配合方案

Two-Stage Multi-Objective Collaborative Scheduling for Wind Farm and Battery Switch Station

Analyses and judgment methods of single-phase broken-line fault for loaded distribution line

Probabilistic forecasting for the ampacity of overhead transmission lines using quantile regression method

An OPF based approach for static voltage stability evaluation considering heat balance rule of overhead line

Calculation of Power Transfer Limit Considering Electro-Thermal Coupling of Overhead Transmission Line

Study on approach of static security preventive control accounting for thermal inertia of overhead line

基于电热协调理论提升电网消纳间歇式能源发电能力的分析

电网运行的电热协调理论研究

Benders Decomposition Algorithm for Corrective Security-constrained Optimal Power Flow

静态安全分析中计及电热耦合的事故筛选和排序方法

Study on the crucial element and its monotone in power grid part III:applications

电力系统的超前热定值及其应用探讨

永久性故障最佳重合闸时间的自适应整定方法

修正的发电机动能函数及仿真验证

基于网络结构及暂态能量的失步解列方案的研究

会议论文

A New 24-pulse Rectifier Transformer with Delta-extended Connection

Stackelberg Game Model of Wind Farm and Electric Vehicle Battery Switch Station

电热耦合动态潮流研究

预印本

Integrated Scheduling of Active Distribution Networks

研究方向