Towards demand side management control using household specific Markovian models

DOI10.1016/J.AUTOMATICA.2018.11.057zbMath1415.91189OpenAlexW2908968556MaRDI QIDQ1737758

Rahul Sharma, Ebby Thomas, Yoni Nazarathy

Publication date: 24 April 2019

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2018.11.057

zbMATH Keywords

Markov decision processMarkov modeldemand side management

Mathematics Subject Classification ID

Application models in control theory (93C95) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Optimal stochastic control (93E20) Markov and semi-Markov decision processes (90C40) Consumer behavior, demand theory (91B42)

Uses Software

• UCI-ml

Cites Work

• Stabilization of Markovian jump linear system over networks with random communication delay
• Stochastic optimal control and analysis of stability of networked control systems with long delay.
• Discrete-time LQG dynamic controller design using plant Markov parameters
• Ancillary Service to the Grid Using Intelligent Deferrable Loads

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