孟祥剑｜山东科技大学｜学者主页

2026

基于神经网络的柔性互联装置功率自主调控方法

刘亚，孙凌飞，仇德义，孟祥剑，许涛，邢兰涛

《电力建设》

2026

基于STL-MTL-DDPG自适应动态组合的综合能源系统多元负荷短期预测

张玉敏，孙猛，吉兴全，杨明，叶平峰，孟祥剑

《高电压技术》

2026

基于L-ATC算法和综合需求响应的电-气双侧输配协同优化调度

张玉敏，齐昂，吉兴全，张少梅，叶平峰，孟祥剑

《电力自动化设备》

2026

基于GSA-FCM和DDPG的光伏功率区间预测

臧祥宇，吉兴全，张少梅，杨明，孟祥剑，赵国航，张玉敏

《智慧电力》

2026

基于二次模态分解和DA-iTransformer的极端天气短期风电功率预测

张玉敏，张津玮，吉兴全，孟祥剑，叶平峰，温迪

《供用电》

DOI

2026

计及净负荷波动轨迹与火电阶梯爬坡的电力系统优化调度

张玉敏，张涌琛，孟祥剑，叶平峰，吉兴全，王际斌

《智慧电力》

DOI

2026

Photovoltaic power data imputation based on spatio-temporal fusing and improved TimesNet

Kangjia Zhou, Yiyao Zhang, Xiangjian Meng, Yongjin Yu, Yusen Zhang, Feng Chen

Sustainable Energy Grids and Networks

DOI

2026

A hybrid Spearman-CRITIC-BiLSTM approach for parameter extraction of three-diode model under degradation conditions

Xiangjian Meng, Jinmeng Song, Kangjia Zhou, Yongjin Yu

International Journal of Hydrogen Energy

DOI

2026

Cross-Domain Battery Health Estimation Based on Hybrid Convolutional Neural Network–Inverted Transformer Framework

Xiangjian Meng, Shixin Xu, Kangjia Zhou, Yongjin Yu, Feng Gao

IEEE Transactions on Transportation Electrification

DOI

2025

Localized dust accumulation monitoring for distributed photovoltaic arrays

Kangjia Zhou, Xiangjian Meng, Yusen Zhang

Solar Energy

DOI

2025

Extended Long Short-Term Memory network for robust state-of-health estimation of lithium-ion batteries under diverse charging strategies

Xiangjian Meng, Shixin Xu, Yang Yu, Yanzheng Zhu, Feng Gao

International Journal of Electrical Power & Energy Systems

DOI

2025

Dual-time scale co-estimation of state of health and state of charge for lithium-ion batteries via a bidirectional gated recurrent unit with probabilistic attention

Xiangjian Meng, Shixin Xu, Kangjia Zhou, Yang Yu, Feng Gao

Journal of Energy Storage

DOI

2025

A Common-Mode Voltage Suppression Modulation Strategy for T-type Three-Level Back-to-Back Converter

Yankai Zhu, Weiqi Wang, Xiangjian Meng, Kangjia Zhou

DOI

2025

Second-Level Photovoltaic Power Forecasting Based on Improved Pix2PixHD Image Restoration

Xiangjian Meng, Xinyu Shi, Yanzheng Zhu, Feng Gao, Chenghui Zhang

IEEE Transactions on Industrial Informatics

DOI

2024

loT-enabled Rapid Global Maximum Power Point Tracking for Multiple Photovoltaic Inverters

Kangjia Zhou, Feng Gao, Caiyun Qin, Xiangjian Meng

IEEE International Symposium on Power Electronics for Distributed Generation Systems (PEDG)

DOI

2024

Power Conversion Internet of Things: Architecture, Key Technologies and Prospects

Kangjia Zhou, Feng Gao, Zhenyu Hou, Xiangjian Meng

IEEE Transactions on Industrial Informatics

DOI

2024

A MIC-LSTM based parameter extraction method for single-diode PV model

Xiaobo Hao, Pengcheng Liu, Yanhui Deng, Xiangjian Meng

Frontiers in Energy Research

DOI

2023

An upscaling minute-level regional photovoltaic power forecasting scheme

Xiangjian Meng, Xinyu Shi, Weiqi Wang, Yumin Zhang, Feng Gao

International Journal of Electrical Power & Energy Systems

DOI

2023

Cloud-edge collaborated dust deposition degree monitoring for distributed photovoltaic systems

Kangjia Zhou, Feng Gao, Zhenyu Hou, Jin Liu, Xiangjian Meng

International Journal of Electrical Power & Energy Systems

DOI

2023

A strategy for improving the SHEPWM commutation speed of CSI through hybrid switches

Weiqi Wang, Xiaoting Xia, Shuling Rui, Xiangjian Meng, Yumin Zhang

Frontiers in Energy Research

DOI

2023

Bipolar Cascaded Modular H7 Current Source Converter for HVDC Grid With Simple DC Fault Ride Through Capability

Xiangjian Meng, Yang Jing, Weiqi Wang

IEEE Journal of Emerging and Selected Topics in Power Electronics

DOI

2022

A half-bridge distributed static compensator with a DC-link filter capacitor of a reduced size LCL filter

Xiangjian Meng, Jingyang Fang

Frontiers in Energy Research

DOI

2022

A Three-Input Central Capacitor Converter for a High-Voltage PV System

Xiangjian Meng, Jiaxin Liu, Gongke Wang, Jingyang Fang

Frontiers in Energy Research

DOI

2022

Regional PV Output Power Forecasting Based on Optimized Artificial Neural Network

Xiangjian Meng, Yan Zhang, Yong Li, Feng Gao, Guisen Ye

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

DOI

2022

Hierarchical carrier-based discontinuous PWM strategy for hybrid-switch current source rectifier

Weiqi Wang, Xiangjian Meng, Xi Liang

Journal of Power Electronics

DOI

2021

基于数据驱动的光伏发电系统最大功率跟踪及功率预测方法

孟祥剑

《山东大学》

2021

一种基于双层人工神经网络的多时间尺度区域光伏功率预测方法

杨延勇，孟祥剑，高峰，王华莹，程晓艳

《华北电力大学学报(自然科学版)》

2021

一种计及空间相关性的光伏电站历史出力数据的修正方法

尹晓敏，孟祥剑，侯昆明，陈亚潇，高峰

《山东大学学报(工学版)》

孟祥剑

精选作品

期刊论文

基于神经网络的柔性互联装置功率自主调控方法

基于STL-MTL-DDPG自适应动态组合的综合能源系统多元负荷短期预测

基于L-ATC算法和综合需求响应的电-气双侧输配协同优化调度

基于GSA-FCM和DDPG的光伏功率区间预测

基于二次模态分解和DA-iTransformer的极端天气短期风电功率预测

计及净负荷波动轨迹与火电阶梯爬坡的电力系统优化调度

Photovoltaic power data imputation based on spatio-temporal fusing and improved TimesNet

A hybrid Spearman-CRITIC-BiLSTM approach for parameter extraction of three-diode model under degradation conditions

Cross-Domain Battery Health Estimation Based on Hybrid Convolutional Neural Network–Inverted Transformer Framework

Localized dust accumulation monitoring for distributed photovoltaic arrays

Extended Long Short-Term Memory network for robust state-of-health estimation of lithium-ion batteries under diverse charging strategies

Dual-time scale co-estimation of state of health and state of charge for lithium-ion batteries via a bidirectional gated recurrent unit with probabilistic attention

A Common-Mode Voltage Suppression Modulation Strategy for T-type Three-Level Back-to-Back Converter

Second-Level Photovoltaic Power Forecasting Based on Improved Pix2PixHD Image Restoration

loT-enabled Rapid Global Maximum Power Point Tracking for Multiple Photovoltaic Inverters

Power Conversion Internet of Things: Architecture, Key Technologies and Prospects

A MIC-LSTM based parameter extraction method for single-diode PV model

An upscaling minute-level regional photovoltaic power forecasting scheme

Cloud-edge collaborated dust deposition degree monitoring for distributed photovoltaic systems

A strategy for improving the SHEPWM commutation speed of CSI through hybrid switches

Bipolar Cascaded Modular H7 Current Source Converter for HVDC Grid With Simple DC Fault Ride Through Capability

A half-bridge distributed static compensator with a DC-link filter capacitor of a reduced size LCL filter

A Three-Input Central Capacitor Converter for a High-Voltage PV System

Regional PV Output Power Forecasting Based on Optimized Artificial Neural Network

Hierarchical carrier-based discontinuous PWM strategy for hybrid-switch current source rectifier

基于数据驱动的光伏发电系统最大功率跟踪及功率预测方法

一种基于双层人工神经网络的多时间尺度区域光伏功率预测方法

一种计及空间相关性的光伏电站历史出力数据的修正方法

研究方向