Design of flexible energy systems for nearly/net zero energy buildings under uncertainty characteristics : A review
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
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Detail(s)
Original language | English |
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Article number | 114828 |
Journal / Publication | Renewable and Sustainable Energy Reviews |
Volume | 205 |
Online published | 16 Aug 2024 |
Publication status | Published - Nov 2024 |
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DOI | DOI |
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Attachment(s) | Documents
Publisher's Copyright Statement
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Link to Scopus | https://www.scopus.com/record/display.uri?eid=2-s2.0-85201274447&origin=recordpage |
Permanent Link | https://scholars.cityu.edu.hk/en/publications/publication(9b8f080c-3b7e-4c68-b3df-56cde51fa63b).html |
Abstract
Compared to traditional building energy systems, the energy systems used in nearly/net zero energy buildings face more complex challenges due to highly uncertain characteristics associated with renewable energy systems. Traditional design methods of energy systems under deterministic conditions can lead to suboptimal solutions or failure in achieving building design targets. This study presents a review of design methodologies for flexible energy systems in nearly/net zero energy buildings under uncertainties. Firstly, the uncertainty sources associated with design are identified and the quantification methods of the identified uncertainties are discussed. Next, diverse techniques for modeling uncertain variables, and their advantages and disadvantages are reviewed. Thirdly, the whole design optimization process is analyzed from four perspectives, including modeling tools, optimization variables, objectives, and optimization techniques. Lastly, based on the insights from this review, several research gaps in characterizing and handling uncertainties, and modeling and optimizing energy systems in nearly/net zero energy buildings are identified, and recommendations for future research are suggested. This review study could provide valuable guidance in designing robust and flexible energy systems in nearly/net zero energy buildings, contributing to achieving carbon neutrality and environmental sustainability. © 2024 The Authors
Research Area(s)
- Design optimization, Energy demand, Flexible energy systems, Net zero energy buildings, Renewable energy, Uncertainty
Citation Format(s)
Design of flexible energy systems for nearly/net zero energy buildings under uncertainty characteristics: A review. / Lu, M. L.; Sun, Y. J.; Kokogiannakis, G. et al.
In: Renewable and Sustainable Energy Reviews, Vol. 205, 114828, 11.2024.
In: Renewable and Sustainable Energy Reviews, Vol. 205, 114828, 11.2024.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
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