A hybrid robust-interval optimization approach for integrated energy systems planning under uncertainties

Yingchao Dong, Hongli Zhang, Ping Ma, +2

Energy

Mathematical ProgrammingEngineeringEnergy ManagementUncertainty QuantificationIntegrated Energy Systems +6

Wind power forecasting based on stacking ensemble model, decomposition and intelligent optimization algorithm

Yingchao Dong, Hongli Zhang, Cong Wang, +1

Neurocomputing

EngineeringWind Power GenerationSmart GridWind Power ForecastingEnergy Forecasting +8

A novel hybrid model based on Bernstein polynomial with mixture of Gaussians for wind power forecasting

Yingchao Dong, Hongli Zhang, Cong Wang, +1

Applied Energy

Forecasting MethodologyProbabilistic ForecastingNovel Hybrid ModelEngineeringData Science +7

Chaotic evolution optimization: A novel metaheuristic algorithm inspired by chaotic dynamics

Yingchao Dong, Shaohua Zhang, Hongli Zhang, +2

Chaos Solitons & Fractals

Differential EvolutionChaotic DynamicsEngineeringChaotic Evolution OptimizationEvolution Strategy +5

State Transition Simulated Annealing Algorithm for Discrete-Continuous Optimization Problems

Xiaoxia Han, Yingchao Dong, Lin Yue, +1

IEEE Access

Numerical AnalysisState TransitionSa AlgorithmMemetic AlgorithmEngineering +13

An Improved Crow Search Algorithm Based on Spiral Search Mechanism for Solving Numerical and Engineering Optimization Problems

Xiaoxia Han, Quanxi Xu, Lin Yue, +3

IEEE Access

Numerical AnalysisCrow PopulationMemetic AlgorithmEngineeringAerospace Engineering +13

Information gap-based coordination scheme for active distribution network considering charging/discharging optimization for electric vehicles and demand response

Qian Chen, Weiqing Wang, Haiyun Wang, +2

International Journal of Electrical Power & Energy Systems

Electrical EngineeringEngineeringSmart GridEnergy ManagementElectric Vehicles +7

Soft actor-critic DRL algorithm for interval optimal dispatch of integrated energy systems with uncertainty in demand response and renewable energy

Yingchao Dong, Hongli Zhang, Cong Wang, +1

Engineering Applications of Artificial Intelligence

Mathematical ProgrammingEnergy ControlEngineeringEnergy ManagementEnergy Optimization +5

Residential net load interval prediction based on stacking ensemble learning

Yan He, Hongli Zhang, Yingchao Dong, +2

Energy

EngineeringMachine LearningSmart GridData ScienceEnsemble Learning +9

Efficient hybrid algorithm based on moth search and fireworks algorithm for solving numerical and constrained engineering optimization problems

Xiaoxia Han, Lin Yue, Yingchao Dong, +3

The Journal of Supercomputing

Numerical AnalysisEfficient Hybrid AlgorithmEngineeringHybrid AlgorithmAerospace Engineering +8