Predictive control co-design for enhancing flexibility in residential housing with battery degradation
File(s)MPC_and_Co_design.pdf (909.1 KB)
Accepted version
Author(s)
Type
Conference Paper
Abstract
Buildings are responsible for about a quarter of global energy-related CO2 emissions. Consequently, the decarbonisation of the housing stock is essential in achieving net-zero carbon emissions. Global decarbonisation targets can be achieved through increased efficiency in using energy generated by intermittent resources. The paper presents a co-design framework for simultaneous optimal design and operation of residential buildings using Model Predictive Control (MPC). The framework is capable of explicitly taking into account operational constraints and pushing the system to its efficiency and performance limits in an integrated fashion. The optimality criterion minimises system cost considering time-varying electricity prices and battery degradation. A case study illustrates the potential of co-design in enhancing flexibility and self-sufficiency of a system operating under different conditions. Specifically, numerical results from a low-fidelity model show substantial carbon emission reduction and bill savings compared to an a-priori sizing approach.
Date Issued
2021-09-09
Date Acceptance
2021-04-27
Citation
IFAC-PapersOnLine, 2021, 54 (6), pp.8-13
ISSN
2405-8963
Publisher
Elsevier
Start Page
8
End Page
13
Journal / Book Title
IFAC-PapersOnLine
Volume
54
Issue
6
Copyright Statement
© 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/
Sponsor
Engineering & Physical Science Research Council (E
Grant Number
EGR1224-119
Source
7th IFAC Conference on Nonlinear Model Predictive Control
Subjects
Science & Technology
Technology
Automation & Control Systems
Modeling for control optimization
Energy systems
Linear parameter-varying systems
Interaction between design and control
BUILDINGS
Start Date
2021-07-11
Finish Date
2021-07-14
Coverage Spatial
Bratislava, Slovakia
Date Publish Online
2021-09-09