周苏洋

2026

面向电力任务的预训练LLM适配方法：多源异构数据表征学习与有监督微调

《中国电机工程学报》

DOI

2026

基于硬提示的多模态新能源数据特征图建模方法

《计算机科学》

2026

Coordinated Optimal Dispatching Approach for Integrated Energy System Cluster Based on Improved Deep Reinforcement Learning

CSEE Journal of Power and Energy Systems

2026

Enhancing Distribution System State Estimation Under Limited Measurements: Leveraging Large Language Model and Multimodal Information

CSEE Journal of Power and Energy Systems

2026

An Hourly Operational Dataset of Grid-Connected and Islanded Green-Power Chemical Parks for Flexible Production and Safety Power Supply

Data

DOI

2026

Identification of Key Variables for Alkaline Electrolyzer Operation: A Dynamic Model-Based Global Sensitivity Analysis

IEEE Transactions on Industrial Informatics

DOI

2026

User-driven potential for scalable, cost-effective, and flexible vehicle-to-grid resources in China

iScience

DOI

2026

A Decadal Dataset of Offshore Weather and Normalized Wind–Solar Power Yield for Long-Term Evolution and Capacity Siting Planning in the Beibu Gulf, China

Data

DOI

2026

Special Issue: Advances in Hydrogen Energy Systems Integration, Modeling and Optimization

Processes

DOI

2026

Region-Driven Two-Layer Refined Scheduling for Multi-Stack-Integrated Alkaline Electrolyzer in Wind-Hydrogen System

IEEE Transactions on Smart Grid

DOI

2026

Pre-Trained Large Model as Distributed PV Power Forecaster: Integrating Scenario-Consistent Retrieval-Augmented Generation and Cross-Modal Semantic Alignment

IEEE Transactions on Sustainable Energy

DOI

2026

Graph-Attention-Enhanced Multi-agent Deep Reinforcement Learning for Multi-Voltage-Level Distribution Network Reconfiguration

Lecture notes in electrical engineering

DOI

2026

Incorporating extreme scenarios into multi-stage planning of multi-timescale energy storage

Applied Energy

DOI

2026

Adaptive quantum inspired deep reinforcement learning for multi objective low carbon CCHP optimization

Scientific Reports

DOI

2025

基于IES-PLAN平台的综合能源系统规划设计解决方案

《电力科学与技术学报》

DOI

2025

工业综合能源系统的多工序统一建模与规划

《电力系统自动化》

2025

基于双层博弈的多能源网络协同规划方法

《中国电力》

2025

Systematic Review on Renewable-dominated Hydrogen-blended Integrated Gas-electricity Systems: Modeling, Operation, and Control

CSEE Journal of Power and Energy Systems

2025

Capacity allocation of pumped hydro storage under marketization process: A transitional strategy

Sustainable Energy Grids and Networks

DOI

2025

Frequency-Based Spatial–Temporal Mixture Learning for Load Forecasting

Sustainability

DOI

2025

Physics-Constrained Graph Attention Networks for Distribution System State Estimation Under Sparse and Noisy Measurements

Processes

DOI

2025

Test-time training with invariant graph learning for out-of-distribution generalization

Engineering Research Express

DOI

2025

Enhancing Regional Integrated Energy Systems Through Seasonal Hydrogen Storage: Insights from a Stackelberg Game Model

Processes

DOI

2025

Dynamic simulation-based fault evaluation and recovery for heat-electrical integrated energy system

Applied Energy

DOI

2025

Coordinated Optimization of Distributed Energy Resources Based on Spatio-Temporal Transformer and Multi-Agent Reinforcement Learning

Processes

DOI

2025

Decarbonization of Lithium Battery Plant: A Planning Methodology Considering Manufacturing Chain Flexibilities

Processes

DOI

2025

Dynamic Simulation and Parameter Calibration-Based Experimental Digital Twin Platform for Heat-Electric Coupled System

IEEE Transactions on Sustainable Energy

DOI

2025

Multi-dimensional assessment of decarbonization technologies and pathways in China's iron and steel industry: An energy-process chain perspective

Energy Strategy Reviews

DOI

2025

Dynamic Model-Based Time-varying Operation Region of Alkaline Electrolyzer for Wind-Hydrogen System Scheduling

DOI

2025

Cross-System Fault Propagation Mechanism in Heat-Electrical Integrated Energy Systems: Insights from Pipe Leakage

DOI

2025

Marginal abatement cost and carbon reduction potential assessment for energy-intensive Industries: Case studies in China

Energy Strategy Reviews

DOI

2025

Optimal retrofit planning of pulp and paper industrial integrated energy system for enhancing flexibilities and carbon reduction capabilities

Applied Energy

DOI

2025

MMGPT4LF: Leveraging an optimized pre-trained GPT-2 model with multi-modal cross-attention for load forecasting

Applied Energy

DOI

2025

Fast dynamic identification algorithm for key nodes in distribution networks with large-scale DG and EV integration

Applied Energy

DOI

2025

A Dynamic Model-Based Minute-Level Optimal Operation Strategy for Alkaline Electrolyzers in Wind-Hydrogen Systems

IEEE Transactions on Sustainable Energy

DOI

2025

A Bilevel Dynamic Pricing Methodology for Electric Vehicle Charging Stations Considering the Drivers’ Charging Willingness

International Transactions on Electrical Energy Systems

DOI

2025

Photovoltaic Power Generation Prediction Based on Multi-Scale Graph Convolutional Network

International Conference on Power Systems and Electrical Technology (PSET)

DOI

2025

Optimal Scheduling of Multiple Microgrids with CVaR and Demand Response

International Conference on Power Systems and Electrical Technology (PSET)

DOI

2025

Applying Fine-tuned Large Language Model to Distribution System State Estimation

International Conference on Power Systems and Electrical Technology (PSET)

DOI

2024

加速中国具有成本与低碳竞争力电制氢供应的可行性探索（英文）

Engineering

2024

Thermal Dynamic Embedded Contingency Analysis for Heat-Electrical Integrated Energy System

IEEE Transactions on Sustainable Energy

DOI

2024

Multi‐stage coordinated planning of energy stations and networks in park‐level integrated energy systems

IET Renewable Power Generation

DOI

2024

Analysis of Open Capacity and Overloaded Lines of Distribution Networks in Jiangsu Province

IEEE PES Asia-Pacific Power and Energy Engineering Conference

DOI

2024

Frequency response coefficient optimal allocation strategy for multi-stacks alkaline water electrolyzer plant

International Journal of Hydrogen Energy

DOI

2024

Coordinated planning model for multi-regional ammonia industries leveraging hydrogen supply chain and power grid integration: A case study of Shandong

Applied Energy

DOI

2024

Consuming the redundant renewable energy by injecting hydrogen into the gas network: A case study of electricity-gas-hydrogen coupled system of Ireland

International Journal of Hydrogen Energy

DOI

2024

Feasibility of Scaling up the Cost-Competitive and Clean Electrolytic Hydrogen Supply in China

Engineering

DOI

2024

Hierarchical optimal dispatching method of transmission system operators‐distribution system operators cooperated integrated energy system considering gas‐thermal equivalence model

IET Renewable Power Generation

DOI

2024

Enhancing stability of electric-steam integrated energy systems by integrating steam accumulator

Applied Energy

DOI

2024

Optimal planning of electricity-gas coupled coordination hub considering large-scale energy storage

Energy Conversion and Management

DOI

2024

PV and Energy Storage Siting and Capacity Strategy Based on Dynamic Network Reconfiguration and Cluster Partitioning

Lecture notes in electrical engineering

DOI

2023

Optimal Operation of Micro-energy Grids Considering Shared Energy Storage Systems and Balanced Profit Allocations

CSEE Journal of Power and Energy Systems

2023

Optimal Micro-PMU Placement for Improving State Estimation Accuracy via Mixed-integer Semidefinite Programming

Journal of Modern Power Systems and Clean Energy

DOI

2023

Network Modeling and Operation Optimization of Electricity-HCNG-Integrated Energy System

CSEE Journal of Power and Energy Systems

2023

Operation optimization of electricity-steam coupled industrial energy system considering steam accumulator

Energy

DOI

2023

An Experimental Platform of Heating Network Similarity Model for Test of Integrated Energy Systems

IEEE Transactions on Industrial Informatics

DOI

2023

An optimal step-size simulation framework for large-scale heat-electric integrated energy system considering fault states

Electric Power Systems Research

DOI

2023

Assessment and Prospect of Region Joint Electrolytic Hydrogen Systems Considering Multiple Energy Sources: Wind, Solar, Hydro and Thermal Power

IEEE Transactions on Industry Applications

DOI

2023

Calculation of life cycle carbon emissions for 110kV transformer station and carbon reduction measures: Taking Guxi Station as an example

DOI

2023

Modeling and Multi-Stage Planning of Cement-IIES Considering Carbon-Green Certificate Trading

Processes

DOI

2023

Local integrated energy system operational optimization considering multi‐type uncertainties: A reinforcement learning approach based on improved TD3 algorithm

IET Renewable Power Generation

DOI

2023

An Effective Optimisation Method for Coupled Wind–Hydrogen Power Generation Systems Considering Scalability

Processes

DOI

2023

Hydrogen economy driven by offshore wind in regional comprehensive economic partnership members

Energy & Environmental Science

DOI

2022

综合能源网络统一建模及其应用(二)：复频域增广模型与时、频模型对比

《中国电机工程学报》

2022

An adaptive space-step simulation approach for steam heating network considering condensate loss

Energy

DOI

2022

Multi‐stage flexible planning of regional electricity‐HCNG‐integrated energy system considering gas pipeline retrofit and expansion

IET Renewable Power Generation

DOI

2022

Hydrogen-Enriched Compressed Natural Gas Network Simulation for Consuming Green Hydrogen Considering the Hydrogen Diffusion Process

Processes

DOI

2022

An Anomaly Detection Method of Time Series Data for Cyber-Physical Integrated Energy System Based on Time-Frequency Feature Prediction

Energies

DOI

2022

A Novel Steady-State Simulation Approach for a Combined Electric and Steam System Considering Steam Condensate Loss

Processes

DOI

2022

A collaborative planning methodology of energy stations and energy networks in integrated energy system

IET Renewable Power Generation

DOI

2022

A data‐driven time‐step determination approach for dynamic simulation of heat‐electric coupled system

IET Renewable Power Generation

DOI

2022

Comprehensive Energy Consumption Assessment Based on Industry Energy Consumption Structure Part I: Analysis of Energy Consumption in Key Industries

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2022

Comprehensive Energy Consumption Assessment Based on Industry Energy Consumption Structure Part II: Assessment and Forecasting of Energy Consumption in Key Industries at Zhejiang

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2022

State Estimation of Electric-gas Network

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2022

A Novel Calibration Method for Integrated Energy System Operation optimization based on Hardware-in-Loop System

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2022

A novel dynamic simulation approach for Gas-Heat-Electric coupled system

Applied Energy

DOI

2022

A broad learning-based state estimation method for power system

Energy Reports

DOI

2022

Optimal scheduling strategy of EVs considering the limitation of battery state switching times

Energy Reports

DOI

2021

政府与社会资本合作模式下的综合能源系统服务模式优选方法

《电力自动化设备》

DOI

2021

基于IES-Plan的综合能源系统规划设计:以用户侧能效升级及能源站规划为例

《科技通报》

DOI

2021

A Method for Modeling and Evaluation of The Security of IES

IEEE Sustainable Power and Energy Conference (iSPEC)

DOI

2021

Decentralized Game-Based Robustly Planning Scheme for Distribution Network and Microgrids Considering Bilateral Energy Trading

IEEE Transactions on Sustainable Energy

DOI

2021

Low-carbon Optimal Scheduling of Regional Integrated Energy System Under Different Heating Modes

International Conference on Electrical Engineering and Control Technologies (CEECT)

DOI

2021

Electrification of Online Ride-Hailing Vehicles in China: Intention Modelling and Market Prediction

Energies

DOI

2021

An Analytical Model of Heating Networks for Dynamic Simulation in Integrated Energy Systems

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

DOI

2021

Integrated energy system operation optimization with gas linepack and thermal inertia

IET Renewable Power Generation

DOI

2021

Dynamic Security Control in Heat and Electricity Integrated Energy System With an Equivalent Heating Network Model

IEEE Transactions on Smart Grid

DOI

2021

Robust Multi-Layer Energy Management and Control Methodologies for Reefer Container Park in Port Terminal

Energies

DOI

2021

Investment equilibrium of an integrated multi–stakeholder electricity–gas–hydrogen system

Renewable and Sustainable Energy Reviews

DOI

2021

Deep-Reinforcement-Learning-Based Two-Timescale Voltage Control for Distribution Systems

Energies

DOI

2021

Electric vehicle charging current scenario generation based on generative adversarial network combined with clustering algorithm

International Transactions on Electrical Energy Systems

DOI

2021

Supportive Analysis of Battery Energy Storage System on Electricity Market Scheduling Considering Load and Wind Power Fluctuation

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2021

Day-Ahead Economic Optimal Dispatch of Microgrid Cluster Considering Shared Energy Storage System and P2P Transaction

Frontiers in Energy Research

DOI

2021

Optimized dispatching of city-scale integrated energy system considering the flexibilities of city gas gate station and line packing

Applied Energy

DOI

2021

Coordinated Optimal Power Flow for Integrated Active Distribution Network and Virtual Power Plants Using Decentralized Algorithm

IEEE Transactions on Power Systems

DOI

2020

基于深度长短期记忆神经网络的短期负荷预测

《广东电力》

2020

Planning and real-time pricing of EV charging stations considering the social welfare and profitability balance

CSEE Journal of Power and Energy Systems

DOI

2020

A Novel Cross Iteration Method for Dynamic Energy Flow Calculation of the Hot-water Heating Network in the Integrated Energy System

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

DOI

2020

Bi-level Low-Carbon Optimal Dispatch Model for P2G Plant Within Power and Natural Gas Markets

IEEE Power & Energy Society General Meeting (PESGM)

DOI

2020

Robust Microgrid Dispatch With Flexible Recourse States via Accelerated C & CG Algorithm

IEEE Power & Energy Society General Meeting (PESGM)

DOI

2020

Partitional Decoupling Method for Fast Calculation of Energy Flow in a Large-Scale Heat and Electricity Integrated Energy System

IEEE Transactions on Sustainable Energy

DOI

2020

Bi-level mixed-integer planning for electricity-hydrogen integrated energy system considering levelized cost of hydrogen

Applied Energy

DOI

2020

Feasibility analysis of utilising underground hydrogen storage facilities in integrated energy system: Case studies in China

Applied Energy

DOI

2020

Dynamic Optimal Energy Flow in the Heat and Electricity Integrated Energy System

IEEE Transactions on Sustainable Energy

DOI

2020

Combined heat and power system intelligent economic dispatch: A deep reinforcement learning approach

International Journal of Electrical Power & Energy Systems

DOI

2020

Optimized operation method of small and medium-sized integrated energy system for P2G equipment under strong uncertainty

Energy

DOI

2020

Bi-Level Planning of Multi-Functional Vehicle Charging Stations Considering Land Use Types

Energies

DOI

2020

Dynamic EV Charging Pricing Methodology for Facilitating Renewable Energy With Consideration of Highway Traffic Flow

IEEE Access

DOI

2019

A Data -Driven Scheduling Approach for Hydrogen Penetrated Energy System Using LSTM Network

Sustainability，Vol. 11, No. 23

DOI

2019

An Integrated Energy System Operating Scenarios Generator Based on Generative Adversarial Network

Sustainability，Vol. 110, No. 230

DOI

2019

综合能源系统混合时间尺度运行优化

《电力自动化设备》

DOI

2019

氢储能解决弃风弃光问题的可行性分析研究

《电工电气》

2019

Artificial intelligence based smart energy community management: A reinforcement learning approach

CSEE Journal of Power and Energy Systems

DOI

2019

Two-stage Planning of Integrated Energy System Considering Investment Flexibility

Journal of Physics Conference Series

DOI

2019

Data-Driven Analysis of Electric Vehicle Charging Behavior and Its Potential for Demand Side Management

IOP Conference Series Earth and Environmental Science

DOI

2019

Optimized scheduling of multi-region Gas and Power Complementary system considering tiered gas tariff

Energy

DOI

2019

Adaptive Robust Dispatch of Integrated Energy System Considering Uncertainties of Electricity and Outdoor Temperature

IEEE Transactions on Industrial Informatics

DOI

2019

Grid Interconnection via Fractional Frequency Transmission System

International Conference on Power and Energy Systems (ICPES)

DOI

2019

High-Resolution Modeling and Decentralized Dispatch of Heat and Electricity Integrated Energy System

IEEE Transactions on Sustainable Energy

DOI

2019

A smart community energy management scheme considering user dominated demand side response and P2P trading

International Journal of Electrical Power & Energy Systems

DOI

2019

Potential of Model-Free Control for Demand-Side Management Considering Real-Time Pricing

Energies

DOI

2019

Resilience‐directional robust power dispatching of microgrids under meteorological disasters

IET Renewable Power Generation

DOI

2019

Synchronously Decentralized Adaptive Robust Planning Method for Multi-Stakeholder Integrated Energy Systems

IEEE Transactions on Sustainable Energy

DOI

2019

Robustly Multi-Microgrid Scheduling: Stakeholder-Parallelizing Distributed Optimization

IEEE Transactions on Sustainable Energy

DOI

2019

Joint planning of distributed generation and electric vehicle charging stations considering real-time charging navigation

Applied Energy

DOI

2019

Robust Energy Management in Active Distribution Systems Considering Temporal and Spatial Correlation

IEEE Access

DOI

2019

Design and Evaluation of Operational Scheduling Approaches for HCNG Penetrated Integrated Energy System

IEEE Access

DOI

2018

Optimal Distribution Network Planning with CVaR Model Considering Renewable Energy Integration

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

DOI

2018

Interval-Partitioned Uncertainty Constrained Robust Dispatch for AC/DC Hybrid Microgrids With Uncontrollable Renewable Generators

IEEE Transactions on Smart Grid

DOI

2018

Operation and Economic Assessment of Hybrid Refueling Station Considering Traffic Flow Information

Energies

DOI

2018

Optimal planning of electric vehicle charging stations comprising multi-types of charging facilities

Applied Energy

DOI

2018

Hybrid Timescale Dispatch Hierarchy for Combined Heat and Power System Considering the Thermal Inertia of Heat Sector

IEEE Access

DOI

2015

Aggregator Service for PV and Battery Energy Storage Systems of Residential Building

CSEE Journal of Power and Energy Systems

2021

The Improved Model of the Deep Peak Regulation Market Considering the Load Aggregator Participation

Proceedings of the 5th Asian Conference on Environmental, Industrial and Energy Engineering (EI2E 2021)

DOI

2020

A Unified Interface Library Open-IES-Sim Platform

Proceedings of 4th International Conference on Environmental, Industrial and Energy Engineering (EI2E 2020)

DOI

2025

Multi-Agent Safe Reinforcement Learning-Based Distribution Network Reconfiguration under Cloud-Edge Collaboration

SSRN Electronic Journal

DOI

2024

Operational Optimization of Terraced Hydropower Plants Considering Carbon Trading Scenarios

SSRN Electronic Journal

DOI

2024

Decarbonization of Lithium Battery Manufacturing Energy System: A Planning Methodology Considering the Manufacturing Chain Flexibilities

SSRN Electronic Journal

DOI

2022

Activating Electrolytic Hydrogen in Renewable-Based Power Systems for a Hydrogen Economy

SSRN Electronic Journal

DOI

2025

Accelerated Resilience Assessment for IES Considering Non-convex Gas Flow Dynamics (Part II): Accelerated Evaluation Algorithm

Springer eBooks

DOI

2025

Overview of IES Resilience

Springer eBooks

DOI

2025

Introduction of IES Resilience

Springer eBooks

DOI

2025

Network-Based Modeling and Operation Optimization for Power-Hydrogen IESs under Multiple Uncertainties

Springer eBooks

DOI

2025

Accelerated Resilience Assessment for IES Considering Non-convex Gas Flow Dynamics (Part I): Handling Non-convex Constraints

Springer eBooks

DOI

2025

Cross-System Fault Propagation Analysis in Combined Heat and Power IES Based on Dynamic Simulation

Springer eBooks

DOI

2025

Resilient-Oriented IES Planning Considering Risk and Economic Trade-Offs

Springer eBooks

DOI

2025

Resilience Assessment for IES Considering Gas-Thermal Inertia and System Interdependency

Springer eBooks

DOI

2025

Multi-stage Multi-energy Coordinated Restoration Method for IESs Under Extreme Disasters

Springer eBooks

DOI

2023

Large-scale hydrogen storage using underground hydrogen storage, metal hydride storage, and other emerging technologies

Elsevier eBooks

DOI