Charge Scheduling of an Energy Storage System under Time-of-Use Pricing and a Demand Charge

A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential cu...

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Veröffentlicht in:TheScientificWorld Jg. 2014; H. 2014; S. 1 - 9
Hauptverfasser: Yoon, Yourim, Kim, Yong-Hyuk
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Cairo, Egypt Hindawi Publishing Corporation 01.01.2014
John Wiley & Sons, Inc
Wiley
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ISSN:2356-6140, 1537-744X, 1537-744X
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Abstract A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithmcan reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.
AbstractList A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithm can reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.
A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithm can reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithm can reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.
A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithmcan reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.
A real-coded genetic algorithm is used to schedule the charging of an energy storage system (ESS), operated in tandem with renewable power by an electricity consumer who is subject to time-of-use pricing and a demand charge. Simulations based on load and generation profiles of typical residential customers show that an ESS scheduled by our algorithm can reduce electricity costs by approximately 17%, compared to a system without an ESS and by 8% compared to a scheduling algorithm based on net power.
Audience Academic
Author Kim, Yong-Hyuk
Yoon, Yourim
AuthorAffiliation 1 Department of Computer Engineering, College of Information Technology, Gachon University, 1342 Seongnamdaero, Sujeong-gu, Seongnam-si, Gyeonggi-do 461-701, Republic of Korea
2 Department of Computer Science & Engineering, Kwangwoon University, 20 Kwangwoon-ro, Nowon-gu, Seoul 139-701, Republic of Korea
AuthorAffiliation_xml – name: 2 Department of Computer Science & Engineering, Kwangwoon University, 20 Kwangwoon-ro, Nowon-gu, Seoul 139-701, Republic of Korea
– name: 1 Department of Computer Engineering, College of Information Technology, Gachon University, 1342 Seongnamdaero, Sujeong-gu, Seongnam-si, Gyeonggi-do 461-701, Republic of Korea
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  fullname: Yoon, Yourim
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/25197720$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Copyright Copyright © 2014 Yourim Yoon and Yong-Hyuk Kim.
COPYRIGHT 2014 John Wiley & Sons, Inc.
Copyright © 2014 Yourim Yoon and Yong-Hyuk Kim. Yourim Yoon et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright © 2014 Y. Yoon and Y.-H. Kim. 2014
Copyright_xml – notice: Copyright © 2014 Yourim Yoon and Yong-Hyuk Kim.
– notice: COPYRIGHT 2014 John Wiley & Sons, Inc.
– notice: Copyright © 2014 Yourim Yoon and Yong-Hyuk Kim. Yourim Yoon et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
– notice: Copyright © 2014 Y. Yoon and Y.-H. Kim. 2014
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SubjectTerms Algorithms
Alternative energy sources
Computer Simulation
Conservation of Energy Resources - economics
Costs and Cost Analysis - methods
Dynamic programming
Electric Power Supplies - economics
Electric utilities
Electricity
Energy policy
Energy storage
Fee Schedules
Genetic algorithms
Methods
Pricing policies
Renewable energy
Scheduling (Management)
Time Factors
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Title Charge Scheduling of an Energy Storage System under Time-of-Use Pricing and a Demand Charge
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