Model predictive control of heat pump water heater-instantaneous shower powered with integrated renewable-grid energy systems

Show simple item record Wanjiru, Evan M. Sichilalu, Sam M. Xia, Xiaohua 2017-11-15T08:31:14Z 2017-10
dc.description.abstract Energy and water are two inseparable resources that are crucial for human survival, yet, most developing nations are struggling to reliably provide them to the population especially in rapidly growing urban areas. Increasing demand is forcing governments, organizations and private sectors to encourage end-users to increase efficiency and conservation measures for these resources. Water heating is one of the largest energy users in residential buildings thus has a huge potential to improve the efficiency of both energy and water. In this regard, heat pump water heaters (HPWHs) have been found to improve energy efficiency while providing domestic hot water. However, impediments such as optimal operation, integration and high initial cost especially in developing nations hinder their uptake. Further, since they are normally centrally located in a house, there are water and associated energy losses during hot water conveyance to the end-use, as the once hot water in the pipes that cooled off has to be poured away while end-user awaits for hot water. Therefore, this paper advances the previously developed open loop optimal control model by using the closed-loop model predictive control (MPC) to operate a HPWH and instantaneous shower powered using integrated renewable energy systems. This control strategy has the benefit of robustly and reliably dealing with disturbances that are present in the system as well as turnpike phenomenon. It has the potential to save and 19 l of energy and water in a day respectively, while also promising lower energy and water bills to the end users. In addition, there is revenue benefit through the sale of excess renewable energy back to the grid through an appropriate feed-in tariff. Life cycle cost (LCC) analysis is conducted to determine the total cost of setting up and operating the system over its life, which shows that the benefits would pay back the cost of the system even before half of its life elapses. This control strategy of both hot water devices powered using integrated renewable systems is suitable for peri-urban home owners. en_ZA
dc.description.department Electrical, Electronic and Computer Engineering en_ZA
dc.description.embargo 2018-10-15
dc.description.librarian hj2017 en_ZA
dc.description.sponsorship The National Hub for Energy Efficiency and Demand Side Management (EEDSM) en_ZA
dc.description.uri en_ZA
dc.identifier.citation Wanjiru, E.M., Sichilalu, S.M. & Xia, X.H. 2017, 'Model predictive control of heat pump water heater-instantaneous shower powered with integrated renewable-grid energy systems', Applied Energy, vol. 204, pp. 1333-1346. en_ZA
dc.identifier.issn 0306-2619 (print)
dc.identifier.issn 1872-9118 (online)
dc.identifier.other 10.1016/j.apenergy.2017.05.033
dc.language.iso en en_ZA
dc.publisher Elsevier en_ZA
dc.rights © 2017 Elsevier Ltd. All rights reserved. Notice : this is the author’s version of a work that was accepted for publication in Applied Energy. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. A definitive version was subsequently published in Applied Energy, vol. 204, pp. 1333-1346, 2017, doi : 10.1016/j.apenergy.2017.05.033. en_ZA
dc.subject Heat pump water heater (HPWH) en_ZA
dc.subject Model predictive control (MPC) en_ZA
dc.subject Life cycle cost (LCC) en_ZA
dc.subject Wind energy en_ZA
dc.subject Solar energy en_ZA
dc.subject Instantaneous shower en_ZA
dc.subject Operation en_ZA
dc.subject Efficiency en_ZA
dc.subject Turnpike property en_ZA
dc.subject Optimization model en_ZA
dc.subject Photovoltaic system en_ZA
dc.subject South Africa (SA) en_ZA
dc.subject Cycle cost analysis en_ZA
dc.subject Battery hybrid system en_ZA
dc.subject Economic emission dispatch en_ZA
dc.subject Demand side management en_ZA
dc.title Model predictive control of heat pump water heater-instantaneous shower powered with integrated renewable-grid energy systems en_ZA
dc.type Postprint Article en_ZA

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