Journal
JOURNAL OF CLEANER PRODUCTION
Volume 203, Issue -, Pages 757-768Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.jclepro.2018.08.301
Keywords
Optimal load scheduling; Unit commitment; Demand response; Joint optimization
Categories
Funding
- National Natural Science Foundation of China [71822104, 71501056, 71521001]
- Anhui Science and Technology Major Project [17030901024]
- Hong Kong Scholars Program [2017-167]
- Research Grants Council of the Hong Kong Special Administrative Region, China [CityU 11271716, CityU 21209715]
- China Postdoctoral Science Foundation [2017M612072]
- Fundamental Research Funds for the Central Universities [JZ2018HGPA0271]
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Optimal load scheduling is an important optimization problem in the power system, which can bring significant economic benefits for all the market participants and environmental benefits for the society. As two main links of power system, supply side and demand side play important roles for the operation management of electricity market. In this regard, we present a systematic review of the optimal load scheduling models and methods from power supply and demand side. First, the optimal load scheduling of supply side is discussed from two aspects, i.e., unit commitment and optimal load dispatch of microgrid. Then, we focus on the optimal load scheduling of demand side under the environment of price-based and incentive-based demand response (DR). In addition, the joint optimal load scheduling of supply and demand side is further discussed. Also, the methods for solving the optimal load scheduling models are summarized, including conventional mathematical optimization, heuristic optimization and data-driven optimization methods. (C) 2018 Elsevier Ltd. All rights reserved.
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