庞新富

2026

Early Prediction of Lithium-Ion Battery Remaining Useful Life Using a GWO-Optimized CNN–Transformer–BiGRU Network

Batteries

DOI

2026

Three-Objective Optimal Scheduling of Integrated Energy Systems Considering Uncertainties

Lecture notes in mechanical engineering

DOI

2026

Renewable uncertainty in integrated energy systems: A Q-learning-based memetic algorithm for multi-objective optimization

Applied Intelligence

DOI

2026

Lithium-Ion Battery SOH Estimation Employing Pre-Trained Regularized BiGRU-Attention Enhanced PINN

Chinese Control and Decision Conference (CCDC)

DOI

2026

Bi-level optimization scheduling method for virtual power plants via Stackelberg game and Q-learning-based differential evolution

Expert Systems with Applications

DOI

2026

Large Language Model-assisted Optimal Scheduling Method for Electric Vehicle Charging and Discharging Based on PER-DDPG Algorithm

DOI

2026

Mid-term power load forecasting using an ensemble deep learning model with BKA and CWGAN-GP enhancements

Scientific Reports

DOI

2026

Discrete artificial bee colony algorithm based on multiple neighborhood swaps for the hybrid flowshop scheduling problem with uncertain processing stages

Swarm and Evolutionary Computation

DOI

2026

Optimal scheduling of integrated energy systems with power-to-hydrogen for flexible supply-demand balance via Q-learning-enhanced grey wolf optimizer

Applied Soft Computing

DOI

2026

Parallel Optimal Control Method Based on Three- Dimensional Dynamic Heat Transfer Model for Secondary Cooling Water Flow Rate in Continuous Casting

IEEE Access

DOI

2025

考虑碳捕集的综合能源系统优化调度研究

《东北电力技术》

2025

基于工业负荷与电动汽车的虚拟电厂经济优化调度

《东北电力技术》

2025

基于改进文化基因算法的热电联产系统灵活性改造及优化调度

《太阳能学报》

2025

A two-stage surface defect segmentation method for wind turbine blades based on Deeplabv3+

Scientific Reports

DOI

2025

Optimal scheduling method of carbon-green certificate trading virtual power plant via Q-learning-enhanced particle swarm algorithm

Complex & Intelligent Systems

DOI

2025

Optimal scheduling for electric vehicle charging and discharging via double Q-learning-based multi-objective particle swarm optimization

Energy

DOI

2025

Multi-objective optimal scheduling method of integrated energy system via Q-learning-based memetic algorithm considering gas boiler and power-to-gas

Energy Reports

DOI

2025

Optimized Hybrid Deep Learning Framework for Short-Term Power Load Interval Forecasting via Improved Crowned Crested Porcupine Optimization and Feature Mode Decomposition

Algorithms

DOI

2025

A self-adaptive discrete artificial bee colony algorithm based on block swap for steelmaking and continuous casting scheduling problem

Applied Soft Computing

DOI

2025

A Q-Learning-Based Bi-Objective Memetic Algorithm for Electric Vehicle Charging and Discharging Schedule

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2025

Generalizable SOH Prediction Under Variable Conditions: A Hybrid Deep Learning Model Optimized by Grey Wolf Algorithm

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2025

Wind Turbine Blade Defect Recognition Method Based on Large-Vision-Model Transfer Learning

Sensors

DOI

2025

A multi-objective optimal scheduling method for integrated energy system based on Q-learning genetic algorithm

DOI

2025

Fast-Charging Optimization Method for Lithium-Ion Battery Packs Based on Deep Deterministic Policy Gradient Algorithm

Batteries

DOI

2025

Optimal Scheduling Method for Electric Vehicle Charging and Discharging via Multi-objective Improved Barebones Particle Swarm Optimization

Chinese Control and Decision Conference (CCDC)

DOI

2025

Capacity optimization configuration and multi-dimensional value evaluation of integrated energy system with power-to-hydrogen

PLoS ONE

DOI

2025

Optimal scheduling method for electric vehicle charging and discharging via Q-learning-based particle swarm optimization

Energy

DOI

2025

Multi-objective optimization method for charging and discharging of electric vehicles via Q-learning-based grey wolf algorithm

AIMS Electronics and Electrical Engineering

DOI

2025

Economic and Low-Carbon Optimal Scheduling of Virtual Power Plants Considering Multi-Source Uncertainty Based on Differential Evolution

International Conference on Automation and Computing

DOI

2024

A bi-objective low-carbon economic scheduling method for cogeneration system considering carbon capture and demand response

Expert Systems With Applications，Vol. 243

DOI

2024

A Discrete Brain Storm Optimization Algorithm for Hybrid Flowshop Scheduling Problems with Batch Production at Last Stage in the Steelmaking-Refining-Continuous Casting Process

Sensors

DOI

2024

A Bi-Objective Optimal Scheduling Method for the Charging and Discharging of EVs Considering the Uncertainty of Wind and Photovoltaic Output in the Context of Time-of-Use Electricity Price

World Electric Vehicle Journal

DOI

2024

Stacking integration algorithm based on CNN-BiLSTM-Attention with XGBoost for short-term electricity load forecasting

Energy Reports

DOI

2024

Lithium-Ion Battery Health State Estimation Based on Hierarchical Feature Construction and Adaptive Gated Sequence Network

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2024

Wind Turbine Blade Positioning and Defect Recognition via SCNs and YOLOv5

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2024

An Optimal Bi-objective Scheduling Method for Charging and Discharging EVs Considering Time-of-Use Electricity Pricing

DOI

2024

Estimating the Health State of Lithium-Ion Batteries Using an Adaptive Gated Sequence Network and Hierarchical Feature Construction

Batteries

DOI

2024

A Multiobjective Optimization Algorithm for Fluid Catalytic Cracking Process with Constraints and Dynamic Environments

Mathematics

DOI

2024

Optimal Scheduling Method of Electric Vehicle Charging and Discharging Considering Peak Cutting and Valley Filling

Chinese Control and Decision Conference (CCDC)

DOI

2024

Optimal scheduling of a cogeneration system via Q-learning-based memetic algorithm considering demand-side response

Energy

DOI

2024

A multi-objective scheduling method for hybrid integrated energy systems via Q-learning-based multi-population dung beetle optimizers

Computers & Electrical Engineering

DOI

2024

Short-term power load forecasting method based on Bagging-stochastic configuration networks

PLoS ONE

DOI

2024

An Attribution Feature-Based Memetic Algorithm for Hybrid Flowshop Scheduling Problem With Operation Skipping

IEEE Transactions on Automation Science and Engineering

DOI

2024

Optimal control of three-dimensional unsteady partial differential equations with convection term in continuous casting

Computers & Mathematics with Applications

DOI

2024

Insulator Defect Recognition Based on Vision Big‐Model Transfer Learning and Stochastic Configuration Network

IET Signal Processing

DOI

2023

数据－模型混合驱动的电力负荷预测与热电联产系统优化调度研究

2023

Wear Prediction of Tool Based on Modal Decomposition and MCNN-BiLSTM

Processes

DOI

2023

Parameterization optimal control of an unsteady partial differential equations with convection term by an improved three-term spectrum conjugate gradient algorithm

Measurement and Control

DOI

2023

Insulator Defect Detection and Recognition Utilizing Stochastic Configuration Network and Convolutional Neural Network

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2023

Ultra-short-term power load forecasting method based on stochastic configuration networks and empirical mode decomposition

Frontiers in Energy Research

DOI

2023

Harmonic/Inter-harmonic Detection Method Based on Variational Mode Decomposition and Hilbert Transform

IEEE International Conference on Electronic Technology, Communication and Information (ICETCI)

DOI

2023

An improved memetic algorithm with Q-learning for low carbon economic scheduling of cogeneration system

Journal of Intelligent & Fuzzy Systems

DOI

2023

Environmental economic dispatch method of power system based on multiobjective artificial bee colony algorithm

Electrical Engineering

DOI

2022

Optimal Scheduling Method of Cogeneration System with Heat Storage Device Based on Memetic Algorithm

Energy Engineering

DOI

2022

Short-term power load forecasting based on gray relational analysis and support vector machine optimized by artificial bee colony algorithm

PeerJ Computer Science

DOI

2022

Short-term Power Load Forecasting Based on Grey Relational Analysis and Support Vector Machine

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2022

Optimal Scheduling of Cogeneration System with Heat Storage Device Based on Artificial Bee Colony Algorithm

Electronics

DOI

2022

Ladle intelligent re-scheduling method in steelmaking–refining–continuous casting production process based on BP neural network working condition estimation

The International Journal of Advanced Manufacturing Technology

DOI

2022

Data-driven random forest forecasting method of monthly electricity consumption

Electrical Engineering

DOI

2021

Research on a Method of Ladle Scheduling Based on Rule Learning

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2021

Estimation of the boundary condition of a 3D heat transfer equation using a modified hybrid conjugate gradient algorithm

Applied Mathematical Modelling

DOI

2021

Estimation of Heat Flux in Two-Dimensional Nonhomogeneous Parabolic Equation Based on a Sufficient Descent Levenberg–Marquard Algorithm

Journal of Mathematics

DOI

2021

RETRACTED ARTICLE: A Hybrid Intelligent Optimization Algorithm for Solving the Producing Work Order Group Furnace Problem

Arabian Journal for Science and Engineering

DOI

2020

基于STL模型的月售电量综合预测方法

《控制工程》

2020

基于Copula理论的风电出力相关性研究

《沈阳工程学院学报(自然科学版)》

DOI

2020

Comprehensive Forecasting Method of Monthly Electricity Consumption Based on Time Series Decomposition and Regression Analysis

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2020

An improved imperialist competitive algorithm for hybrid flowshop rescheduling in steelmaking-refining-continuous casting process

Measurement and Control

DOI

2019

基于人工神经网络的非侵入式居民用电负荷识别方法

《沈阳工程学院学报(自然科学版)》

DOI

2018

Self-Starting Analysis of New Energy System with Wind Power and Energy Storage

Chinese Control Conference (CCC)

DOI

2018

Steelmaking-Casting of Molten Steel by Decarburization Ladle Matching

Mathematical Problems in Engineering

DOI

2017

An effective method for the single mode rolling planning problem of direct hot charge rolling

Chinese Control Conference (CCC)

DOI

2017

Dynamic scheduling system for steelmaking-refining-continuous casting production

Chinese Control and Decision Conference (CCDC)

DOI

2017

Intelligent Rescheduling System for Steelmaking and Continuous Casting Production

Atlantis Press eBooks

DOI

2016

基于离散小波变换和小波神经网络的电能质量扰动检测与分类方法

《电气应用》

2016

基于虚拟仪器和S变换的暂态电能质量实时监测系统

《仪表技术与传感器》

2004

用电设备阻抗性质识别及其电参量测量与测试

《辽宁工业大学学报(自然科学版)》

2025

Optimal scheduling method for multi-energy integration systems using improved backbone particle swarm optimization with multi-algorithm fusion

《第44届中国控制会议论文集（13）》

DOI

2023

A Low Carbon Economic Scheduling Method of Cogeneration System Based on Memetic Algorithm

《第35届中国控制与决策会议论文集（3）》

DOI

2022

考虑需求侧响应的热-电联产系统改进文化基因调度方法与附加热源优化配置

《第33届中国过程控制会议论文集》

DOI

2021

Non-Intrusive Residential Load Decomposition Method Based on Steady State Feature Extraction

《第33届中国控制与决策会议论文集（9）》

DOI

2025

GPU-based Parameterization Optimal Control for Three-dimensional Dynamic Heat Transfer Model with Application in Continuous Casting

Research Square

DOI