4.7 Article

Ancillary Service to the Grid Using Intelligent Deferrable Loads

期刊

IEEE TRANSACTIONS ON AUTOMATIC CONTROL
卷 60, 期 11, 页码 2847-2862

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TAC.2015.2414772

关键词

Ancillary service; demand response; distributed control; renewable integration; stochastic control

资金

  1. National Science Foundation [CPS-0931416, CPS-093188, ECCS-0955023]
  2. Department of Energy [DE-OE0000097, DE-SC0003879]
  3. French National Research Agency [ANR-12-MONU-0019]
  4. Div Of Electrical, Commun & Cyber Sys
  5. Directorate For Engineering [1259040] Funding Source: National Science Foundation
  6. Agence Nationale de la Recherche (ANR) [ANR-12-MONU-0019] Funding Source: Agence Nationale de la Recherche (ANR)

向作者/读者索取更多资源

Renewable energy sources such as wind and solar power have a high degree of unpredictability and time-variation, which makes balancing demand and supply challenging. One possible way to address this challenge is to harness the inherent flexibility in demand of many types of loads. Introduced in this paper is a technique for decentralized control for automated demand response that can be used by grid operators as ancillary service for maintaining demand-supply balance. A randomized control architecture is proposed, motivated by the need for decentralized decision making, and the need to avoid synchronization that can lead to large and detrimental spikes in demand. An aggregate model for a large number of loads is then developed by examining the mean field limit. A key innovation is a linear time-invariant (LTI) system approximation of the aggregate nonlinear model, with a scalar signal as the input and a measure of the aggregate demand as the output. This makes the approximation particularly convenient for control design at the grid level.

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