LAPSE:2023.7796
Published Article

LAPSE:2023.7796
Design and Implementation of Demand Side Response Based on Binomial Distribution
February 24, 2023
Abstract
The application of microgrids (MG) is more and more extensive, therefore it is important to improve the system management method of microgrids. The intended costs can be further minimized when the energy management system is unified with demand side response (DSR) strategies. In this work, we propose a generic method of modeling the equipment in a microgrid including multiple stochastic loads. The microgrid model can be generated on a computer by converting the energy circuit diagram into a signal flow diagram. Then, a demand side response method based on binomial distribution is introduced, and loads are set to different probabilities according to importance. By applying the probability of loads and changing the return coefficient of loads, the problem of individual differences in demand side responses is solved, so as to improve consumer satisfaction. The proposed model is constructed as a mixed-integer linear program (MILP). Cases studies demonstrate feasibility of the proposed modeling method. The demand side response achieves the expected goal. The system management method reduces the operation cost of the energy system of microgrids.
The application of microgrids (MG) is more and more extensive, therefore it is important to improve the system management method of microgrids. The intended costs can be further minimized when the energy management system is unified with demand side response (DSR) strategies. In this work, we propose a generic method of modeling the equipment in a microgrid including multiple stochastic loads. The microgrid model can be generated on a computer by converting the energy circuit diagram into a signal flow diagram. Then, a demand side response method based on binomial distribution is introduced, and loads are set to different probabilities according to importance. By applying the probability of loads and changing the return coefficient of loads, the problem of individual differences in demand side responses is solved, so as to improve consumer satisfaction. The proposed model is constructed as a mixed-integer linear program (MILP). Cases studies demonstrate feasibility of the proposed modeling method. The demand side response achieves the expected goal. The system management method reduces the operation cost of the energy system of microgrids.
Record ID
Keywords
demand side response, energy circuit, energy management strategy, microgrid
Subject
Suggested Citation
Li M, Ye J. Design and Implementation of Demand Side Response Based on Binomial Distribution. (2023). LAPSE:2023.7796
Author Affiliations
Li M: Department of Mechanical and Electrical Engineering, Yangjiang Polytechnic, Yangjiang 529500, China [ORCID]
Ye J: School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China
Ye J: School of Computer, Electronics and Information, Guangxi University, Nanning 530004, China
Journal Name
Energies
Volume
15
Issue
22
First Page
8431
Year
2022
Publication Date
2022-11-11
ISSN
1996-1073
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Original Submission
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PII: en15228431, Publication Type: Journal Article
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LAPSE:2023.7796
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https://doi.org/10.3390/en15228431
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Feb 24, 2023
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