Modelling a combined method based on ANFIS and neural network improved by DE algorithm: A case study for short-term electricity demand forecasting

Yi Yang, Yanhua Chen, Yachen Wang, +2

Applied Soft Computing

Electrical EngineeringDe AlgorithmEngineeringSmart GridEnergy Management +9

Mixed kernel based extreme learning machine for electric load forecasting

Yanhua Chen, Marius Kloft, Yi Yang, +2

Neurocomputing

Forecasting MethodologyEngineeringMachine LearningSmart GridEnergy Management +9

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

Yanhua Chen, Zhaoshuang He, Zhihao Shang, +3

Energy Conversion and Management

Speed ForecastingForecasting MethodologyEcho State NetworkEngineeringWind Power Generation +6

A hybrid application algorithm based on the support vector machine and artificial intelligence: An example of electric load forecasting

Yanhua Chen, Yi Yang, Chaoqun Liu, +2

Applied Mathematical Modelling

Artificial IntelligenceElectrical EngineeringHybrid Application AlgorithmEngineeringSmart Grid +10

A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm

Zhaoshuang He, Yanhua Chen, Zhihao Shang, +3

Applied Mathematical Modelling

EngineeringAerospace EngineeringAerodynamicsForecastingWind Engineering +1

A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors

Zhi‐Ri Tang, Ruohua Zhu, Ruihan Hu, +6

IEEE Transactions on Cognitive and Developmental Systems

Drift Memristor ModelsEngineeringNeural Networks (Machine Learning)Drift MemristorsNeurochip +16

Thermal relaxation behavior of residual stress in laser hardened 17-4PH steel after shot peening treatment

Zhou Wang, Yanhua Chen, Chuanhai Jiang

Applied Surface Science

Materials ScienceThermal Relaxation BehaviorEngineeringMechanical EngineeringHigh Strength Low Alloy Steel +7

Fully memristive spiking-neuron learning framework and its applications on pattern recognition and edge detection

Zhi‐Ri Tang, Yanhua Chen, Shizhuo Ye, +5

Neurocomputing

EngineeringNeurophysiologyPattern RecognitionComputational NeuroscienceComputer Engineering +8

A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm

Zhihao Shang, Zhaoshuang He, Yanru Song, +3

Neural Processing Letters

Electrical EngineeringEngineeringSmart GridEnergy ManagementEnergy Optimization +8

Multi-Objective Particle Swarm Optimization Algorithm for Multi-Step Electric Load Forecasting

Yi Yang, Zhihao Shang, Yao Chen, +1

Energies

Forecasting MethodologyEngineeringData ScienceSystems EngineeringHybrid Optimization Technique +14