2015
DOI: 10.1109/tii.2015.2414719
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A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches

Abstract: The smart grid is widely considered to be the informationization of the power grid. As an essential characteristic of the smart grid, demand response can reschedule the users' energy consumption to reduce the operating expense from expensive generators and further to defer the capacity addition in the long run. This survey comprehensively explores the four major aspects -programs, issues, approaches, and future extensions -of demand response. Specifically, we first introduce the means/tariffs that the power ut… Show more

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Cited by 794 publications
(405 citation statements)
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“…Figure 2 in [156]), but also the numerous recent survey publications on smart grids (e.g. [3,10,30,136,156] [51] and [121].…”
Section: Energy Managementmentioning
confidence: 99%
“…Figure 2 in [156]), but also the numerous recent survey publications on smart grids (e.g. [3,10,30,136,156] [51] and [121].…”
Section: Energy Managementmentioning
confidence: 99%
“…This triad is also valuable for organising research efforts shedding light into these challenges. Technological adaptation-oriented research has contributed with knowledge on the integration of electricity storage in distribution systems [37][38][39][40][41], integration of distributed generation sources from wind [42][43][44], solar [45][46][47][48][49], CHP [50][51][52], and micro-CHP [53][54][55][56], integration of EVs [57][58][59][60], integration of smart meters [61][62][63][64][65][66], implementation of DR [67][68][69][70][71], deployment of active distribution management systems [72][73][74][75][76], and advanced grid monitoring and control [77][78][79], as well as the use of artificial intelligence methods [80][81][82], and machine learning applicati...…”
Section: Electricity Distribution Adaptation To a Smarter And More Sumentioning
confidence: 99%
“…The total flexibility (consumption reduction) required by the DSO, which is calculated in Equation (6), is in fact an amount of energy already purchased by the aggregator in the wholesale market. Therefore, to secure the delivery of the required flexibility, the aggregator must sell that energy consumption (activated flexibility) to other market players in coming adjustment markets, which run after the day-ahead market.…”
Section: The Trading Processesmentioning
confidence: 99%