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Power Load Management as a Computational Market
Ansvarig organisation
1996 (Engelska)Konferensbidrag, Publicerat paper (Refereegranskat) Published
Abstract [en]

Power load management enables energy utilities to reduce peak loads and thereby save money. Due to the large number of different loads, power load management is a complicated optimization problem. We present a new decentralized approach to this problem by modeling direct load management as a computational market. Our simulation results demonstrate that our approach is very efficient with a superlinear rate of convergence to equilibrium and an excellent scalability, requiring few iterations even when the number of agents is in the order of one thousand. A framework for analysis of this and similar problems is given which shows how nonlinear optimization and numerical mathematics can be exploited to characterize, compare and tailor problem-solving strategies in market-oriented programming.

Ort, förlag, år, upplaga, sidor
AAAI Press , 1996.
Nyckelord [en]
convergence of numerical methods, cooperative systems, digital simulation, iterative methods, load management, marketing, optimisation, power system analysis computing, problem solving
Nationell ämneskategori
Datavetenskap (datalogi)
Identifikatorer
URN: urn:nbn:se:bth-9401Lokalt ID: oai:bth.se:forskinfoECB4B18D63D5255DC12568A3002CAB38OAI: oai:DiVA.org:bth-9401DiVA, id: diva2:837237
Konferens
Second International Conference on Multi-Agent Systems (ICMAS ´96)
Tillgänglig från: 2012-09-18 Skapad: 2000-03-15 Senast uppdaterad: 2018-01-11Bibliografiskt granskad

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Totalt: 54 träffar
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