LAPSE:2019.0869
Published Article
LAPSE:2019.0869
Multi-Objective Optimal Scheduling Method for a Grid-Connected Redundant Residential Microgrid
Weiliang Liu, Changliang Liu, Yongjun Lin, Kang Bai, Liangyu Ma, Wenying Chen
July 31, 2019
Optimal scheduling of a redundant residential microgrid (RR-microgrid) could yield economical savings and reduce the emission of pollutants while ensuring the comfort level of users. This paper proposes a novel multi-objective optimal scheduling method for a grid-connected RR-microgrid in which the heating/cooling system of the RR-microgrid is treated as a virtual energy storage system (VESS). An optimization model for grid-connected RR-microgrid scheduling is established based on mixed-integer nonlinear programming (MINLP), which takes the operating cost (OC), thermal comfort level (TCL), and pollution emission (PE) as the optimization objectives. The non-dominate sorting genetic algorithm II (NSGA-II) is employed to search the Pareto front and the best scheduling scheme is determined by the analytic hierarchy process (AHP) method. In a case study, two kinds of heating/cooling systems, the radiant floor heating/cooling system (RFHCS) and the convection heating/cooling system (CHCS) are investigated for the RR-microgrid. respectively, and the feasibility and validity of the scheduling method are ascertained.
Keywords
analytic hierarchy process (AHP), non-dominate sorting genetic algorithm II (NSGA-II), optimal scheduling, redundant residential microgrid (RR-microgrid), virtual energy storage system (VESS)
Suggested Citation
Liu W, Liu C, Lin Y, Bai K, Ma L, Chen W. Multi-Objective Optimal Scheduling Method for a Grid-Connected Redundant Residential Microgrid. (2019). LAPSE:2019.0869
Author Affiliations
Liu W: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
Liu C: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
Lin Y: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
Bai K: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
Ma L: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
Chen W: State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Baoding 071003, China
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Journal Name
Processes
Volume
7
Issue
5
Article Number
E296
Year
2019
Publication Date
2019-05-19
Published Version
ISSN
2227-9717
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Original Submission
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PII: pr7050296, Publication Type: Journal Article
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LAPSE:2019.0869
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doi:10.3390/pr7050296
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Jul 31, 2019
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Jul 31, 2019
 
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Original Submitter
Calvin Tsay
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