REAL

Cost-Optimal Model Predictive Scheduling of Freezers

Bálint, Roland and Fodor, Attila and Hangos, Katalin and Magyar, Attila (2018) Cost-Optimal Model Predictive Scheduling of Freezers. CONTROL ENGINEERING PRACTICE (80). pp. 61-69. ISSN 0967-0661

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Abstract

A cost-optimal model predictive scheduling algorithm is presented that operates in a day-ahead market. The underlying optimizer is a heuristic branch and bound algorithm that finds the constrained optimal scheduling of a freezer with respect to hourly changing energy price. The method is also able to iteratively re-estimate the heat capacity of the freezer. Simulation experiments were performed on a freezer model identified from measurement data. Results show that the proposed algorithm successfully de- creased the cost of operation, however the computational complexity increases when the price is growing. The proposed method can be generalized for home appliances of different kind.

Item Type: Article
Subjects: T Technology / alkalmazott, műszaki tudományok > T2 Technology (General) / műszaki tudományok általában
T Technology / alkalmazott, műszaki tudományok > TK Electrical engineering. Electronics Nuclear engineering / elektrotechnika, elektronika, atomtechnika
Depositing User: Dr Attila Magyar
Date Deposited: 18 Sep 2018 11:52
Last Modified: 18 Sep 2018 11:52
URI: http://real.mtak.hu/id/eprint/84363

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