A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems
A technoeconomic optimization problem for a domestic grid-connected PV-battery hybrid energy system is investigated. It incorporates the appliance time scheduling with appliance-specific power dispatch. The optimization is aimed at minimizing energy cost, maximizing renewable energy penetration, and...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2019-01-01
|
| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2019/4824837 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832565071119646720 |
|---|---|
| author | Bo Wang Yanjing Li Fei Yang Xiaohua Xia |
| author_facet | Bo Wang Yanjing Li Fei Yang Xiaohua Xia |
| author_sort | Bo Wang |
| collection | DOAJ |
| description | A technoeconomic optimization problem for a domestic grid-connected PV-battery hybrid energy system is investigated. It incorporates the appliance time scheduling with appliance-specific power dispatch. The optimization is aimed at minimizing energy cost, maximizing renewable energy penetration, and increasing user satisfaction over a finite horizon. Nonlinear objective functions and constraints, as well as discrete and continuous decision variables, are involved. To solve the proposed mixed-integer nonlinear programming problem at a large scale, a competitive swarm optimizer-based numerical solver is designed and employed. The effectiveness of the proposed approach is verified by simulation results. |
| format | Article |
| id | doaj-art-0351239d2956417188d979e5cf8c99f2 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2019-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-0351239d2956417188d979e5cf8c99f22025-02-03T01:09:13ZengWileyComplexity1076-27871099-05262019-01-01201910.1155/2019/48248374824837A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid SystemsBo Wang0Yanjing Li1Fei Yang2Xiaohua Xia3Key Laboratory of Ministry of Education for Image Processing and Intelligent Control, Artificial Intelligence and Automation School, Huazhong University of Science and Technology, Wuhan 430074, ChinaKey Laboratory of Ministry of Education for Image Processing and Intelligent Control, Artificial Intelligence and Automation School, Huazhong University of Science and Technology, Wuhan 430074, ChinaDepartment of Artificial Intelligence and Automation, School of Electrical Engineering and Automation, Wuhan University, Wuhan 430072, ChinaDepartment of Electrical, Electronic and Computer Engineering, University of Pretoria, Pretoria 0028, South AfricaA technoeconomic optimization problem for a domestic grid-connected PV-battery hybrid energy system is investigated. It incorporates the appliance time scheduling with appliance-specific power dispatch. The optimization is aimed at minimizing energy cost, maximizing renewable energy penetration, and increasing user satisfaction over a finite horizon. Nonlinear objective functions and constraints, as well as discrete and continuous decision variables, are involved. To solve the proposed mixed-integer nonlinear programming problem at a large scale, a competitive swarm optimizer-based numerical solver is designed and employed. The effectiveness of the proposed approach is verified by simulation results.http://dx.doi.org/10.1155/2019/4824837 |
| spellingShingle | Bo Wang Yanjing Li Fei Yang Xiaohua Xia A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems Complexity |
| title | A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems |
| title_full | A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems |
| title_fullStr | A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems |
| title_full_unstemmed | A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems |
| title_short | A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems |
| title_sort | competitive swarm optimizer based technoeconomic optimization with appliance scheduling in domestic pv battery hybrid systems |
| url | http://dx.doi.org/10.1155/2019/4824837 |
| work_keys_str_mv | AT bowang acompetitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT yanjingli acompetitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT feiyang acompetitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT xiaohuaxia acompetitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT bowang competitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT yanjingli competitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT feiyang competitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems AT xiaohuaxia competitiveswarmoptimizerbasedtechnoeconomicoptimizationwithapplianceschedulingindomesticpvbatteryhybridsystems |