A model predictive control approach to the periodic implementation of the solutions of the optimal dynamic resource allocation problem
Zhang, Jiangfeng and Xia, Xiaohua (2011) A model predictive control approach to the periodic implementation of the solutions of the optimal dynamic resource allocation problem. Automatica, 47 (2). pp. 358-362. ISSN 0005-1098 (https://doi.org/10.1016/j.automatica.2010.10.049)
PDF.
Filename: 1_s2.0_S0005109810004632_main.pdf
Final Published Version Download (400kB) |
Abstract
This paper proposes a model predictive control (MPC) approach to the periodic implementation of the optimal solutions of a class of resource allocation problems in which the allocation requirements and conditions repeat periodically over time. This special class of resource allocation problems includes many practical energy optimization problems such as load scheduling and generation dispatch. The convergence and robustness of the MPC algorithm is proved by invoking results from convex optimization. To illustrate the practical applications of the MPC algorithm, the energy optimization of a water pumping system is studied.
-
-
Item type: Article ID code: 44808 Dates: DateEventFebruary 2011PublishedSubjects: Technology > Electrical engineering. Electronics Nuclear engineering Department: Faculty of Engineering > Electronic and Electrical Engineering Depositing user: Pure Administrator Date deposited: 12 Sep 2013 13:34 Last modified: 11 Nov 2024 10:29 URI: https://strathprints.strath.ac.uk/id/eprint/44808