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An Integer Linear Programming based Load Scheduling Method under Time-of-Use Rate
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시간대별 차등요금제에서 정수선형계획을 이용한 부하계획법

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Type
Academic journal
Author
Gwang Won Kim (University of Ulsan)
Journal
The Korean Institute of Illuminating and electrical Installation Engineers Journal of the Korean Institute of Illuminating and Electrical Installation Engineers Vol.34 No.4 KCI Accredited Journals
Published
2020.4
Pages
17 - 23 (7page)
DOI
10.5207/JIEIE.2020.34.4.017

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An Integer Linear Programming based Load Scheduling Method under Time-of-Use Rate
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Abstract· Keywords

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Load scheduling is a kind of demand response. It is useful for saving electricity bill and for protection of the environment as well. This paper presents a linear programming based load scheduling method under time-of-use rate; all the decision variables are integer and can be 0 or 1. In the proposed method, practical time-related conditions among loads are sincerely considered and another condition of power limit is considered also. The number of decision variables is not much, which is helpful to understand the proposed idea and to get optimal results by integer linear programming. In the case study, the proposed method is applied to a realistic problem considering various situations to show its effectiveness. The proposed method is expected to be applied usefully to energy management system(EMS) for home or factory as well.
#Load Scheduling #Integer Linear Programming #Time-of-Use Rate #EMS

Contents

Abstract
1. 서론
2. 제약조건
3. 선형계획 문제 정식화
4. 사례연구
5. 결론
References

References (8)

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Z. Zhu, J. Tang, et. al., “An Interger Linear Programming Based Optimization for Home Demand-side Management in Smart Grid,” 2012 IEEE PES Innovative Smart Grid Technologies, Washington DC, USA, 2007. google schola K. C. Sou, J. Weimer, et. al., “Scheduling Smart Home Applications Using Mixed Integer Linear Programming,” 2011 50th IEEE Conference on Decision and Control and European Control Conference, Orlando, USA, pp. 5144-5149, 2011. google schola T. Sarris, G. Messini, and N. Hatziargyriou, “Residential Demand Response with Low Cost Smart Load Controllers,” Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, Belgrade, Serbia, 2016. google schola A. C. Duman, O. Guler, K. Deveci, and O. Gonul, “Residential Load Scheduling Optimization for Demand-Side Management under Time-of-Use Rate,” 2018 6th International Istanbul Smart Grids and Cities Congress and Fair, pp. 193-196, 2018. google schola R. Morsali and R. Kowalczyk, “Demand Response Based Day-ahead Scheduling and Battery Sizing in Microgrid Management in Rural Areas,” IET Renewable Power Generation, Vol. 12, No. 14, pp. 1651-1658, 2018. google schola

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UCI(KEPA) : I410-ECN-0101-2020-565-000510678