Uncertainty Modeling of Source Load and Analysis of Park Energy Use Optimization

Aiming at the uncertainty of the system operation caused by the demand response mechanism introduced by Energy Park (EP) on both sides of the source and load, this paper proposes an optimized scheduling method for EH energy consumption based on the improved PSO algorithm. The paper analyzes the oper...

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Bibliographic Details
Published in2021 International Conference on Artificial Intelligence and Electromechanical Automation (AIEA) pp. 380 - 385
Main Authors Zhao, Yuxin, Yan, Tongtong
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2021
Subjects
Analytical models
Demand response
Energy consumption
energy use optimization
EP system
load response
Renewable energy sources
Uncertain wind power
Uncertainty
Wind power generation
Wind turbines
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Summary:Aiming at the uncertainty of the system operation caused by the demand response mechanism introduced by Energy Park (EP) on both sides of the source and load, this paper proposes an optimized scheduling method for EH energy consumption based on the improved PSO algorithm. The paper analyzes the operating characteristics of wind power, one of the interactive subjects in the EH, and constructs an uncertain response model of wind power output. According to the energy use evaluation plan of the park, energy storage operation equipment is introduced. The paper establishes a source-load-storage interaction response mechanism, and sets a multiobjective optimization function for energy consumption satisfaction and wind power consumption net income; the paper uses the SAPSO algorithm to solve the EP source and storage Interactive optimization model, the paper verifies the validity and rationality of the model method through simulation examples, and provides reference for EP energy dispatch managers.
DOI:10.1109/AIEA53260.2021.00086