Adaptive stochastic control for the smart grid

Roger N. Anderson, Albert Boulanger, Warren Buckler Powell, Warren Scott

Research output: Contribution to journalArticlepeer-review

100 Scopus citations

Abstract

Approximate dynamic programming (ADP) driven adaptive stochastic control (ASC) for the Smart Grid holds the promise of providing the autonomous intelligence required to elevate the electric grid to efficiency and self-healing capabilities more comparable to the internet. To that end, we demonstrate the load and source control necessary to optimize management of distributed generation and storage within the Smart Grid.

Original languageEnglish (US)
Article number5768096
Pages (from-to)1098-1115
Number of pages18
JournalProceedings of the IEEE
Volume99
Issue number6
DOIs
StatePublished - Jun 2011

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Keywords

  • Adaptive stochastic control (ASC)
  • Smart Grid
  • approximate dynamic programming (ADP)
  • control systems

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