Model predictive control of residential energy systems using energy storage and controllable loads

Title: Model predictive control of residential energy systems using energy storage and controllable loads
Creator: Braun, Philipp; Grüne, Lars; Kellett, Christopher M.; Weller, Steven R.; Worthmann, Karl
Relation: Progress in Industrial Mathematics at ECMI 2014 p. 617-623
Relation: The European Consortium for Mathematics in Industry 22
Publisher Link: http://dx.doi.org/10.1007/978-3-319-23413-7_85
Publisher: Springer
Resource Type: book chapter
Date: 2017
Description: Local energy storage and smart energy scheduling can be used to flatten energy profiles with undesirable peaks. Extending a recently developed model to allow controllable loads, we present Centralized and Decentralized Model Predictive Control algorithms to reduce these peaks. Numerical results show that the additional degree of freedom leads to improved performance.
Subject: centralized model predictive control; decentralized model predictive control; model predictive control; RES
Identifier: http://hdl.handle.net/1959.13/1399759
Identifier: uon:34669
Identifier: ISBN:9783319234120
Language: eng

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