A Fast Distributed Algorithm for Large-Scale Demand Response Aggregation

A major challenge to implementing residential demand response is that of aligning the objectives of many households, each of which aims to minimize its payments and maximize its comfort level, while balancing this with the objectives of an aggregator that aims to minimize the cost of electricity pur...

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Vydáno v:	IEEE transactions on smart grid Ročník 7; číslo 4; s. 2094 - 2107
Hlavní autoři:	Mhanna, Sleiman, Chapman, Archie C., Verbic, Gregor
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Piscataway IEEE 01.07.2016 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	accelerated gradient methods Algorithm design and analysis Algorithms Couplings demand response aggregation Devices Direct reduction Distributed algorithms Dual decomposition Electric utilities energy management Energy resources Energy states Households Load management Markets Mathematical models mixed-integer variables Residential energy smart grid smoothing techniques Temperature distribution Tuning Dual decomposition smart grid accelerated gradient methods smoothing techniques mixed-integer variables energy management demand response aggregation
ISSN:	1949-3053, 1949-3061
On-line přístup:	Získat plný text
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