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A Modified Particle Swarm Optimization Based Algorithm for the Energy Management Strategy of a Regional Integrated Energy System
- Source :
- 2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia).
- Publication Year :
- 2020
- Publisher :
- IEEE, 2020.
-
Abstract
- A regional integrated energy system is a structure with a coordinated supply of photovoltaics, wind turbines, micro-turbines and other energy resources. With the goal of improving the energy utilization efficiency and achieving the effective management and coordinated development of a multi-energy system, how to optimize the control of energy has become a significant problem for regional integrated energy systems. This paper establishes a regional integrated energy system with photovoltaics, wind turbines, micro-turbines, and energy storage systems. A modified Particle Swarm Optimization algorithm is used to evaluate the supply cost, and the environment value is proposed to optimize the control of multi-energy.
- Subjects :
- Wind power
Computer science
Energy management
business.industry
Computer Science::Neural and Evolutionary Computation
Photovoltaic system
Particle swarm optimization
Energy storage
Computer Science::Systems and Control
Photovoltaics
Power electronics
business
Algorithm
Energy (signal processing)
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2020 IEEE 9th International Power Electronics and Motion Control Conference (IPEMC2020-ECCE Asia)
- Accession number :
- edsair.doi...........772ed88801bb4adff4ab075e91ff3eb8
- Full Text :
- https://doi.org/10.1109/ipemc-ecceasia48364.2020.9367729