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Power Load Management as a Computational Market
Ansvarlig organisasjon
1996 (engelsk)Konferansepaper, Publicerat paper (Fagfellevurdert) 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.

sted, utgiver, år, opplag, sider
AAAI Press , 1996.
Emneord [en]
convergence of numerical methods, cooperative systems, digital simulation, iterative methods, load management, marketing, optimisation, power system analysis computing, problem solving
HSV kategori
Identifikatorer
URN: urn:nbn:se:bth-9401Lokal ID: oai:bth.se:forskinfoECB4B18D63D5255DC12568A3002CAB38OAI: oai:DiVA.org:bth-9401DiVA, id: diva2:837237
Konferanse
Second International Conference on Multi-Agent Systems (ICMAS ´96)
Tilgjengelig fra: 2012-09-18 Laget: 2000-03-15 Sist oppdatert: 2018-01-11bibliografisk kontrollert

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