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A novel Ant Lion Optimization algorithm for planning and operation of local energy system having combined heat and power and lithium ion battery energy storage
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Deb, Sanchari, Li, Dacheng and Wang, Jihong (2022) A novel Ant Lion Optimization algorithm for planning and operation of local energy system having combined heat and power and lithium ion battery energy storage. In: IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT), New Delhi, India, 23-25 Sep 2022. Published in: 2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) ISBN 9781665493666. doi:10.1109/globconpt57482.2022.9938237
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Official URL: https://doi.org/10.1109/GlobConPT57482.2022.993823...
Abstract
Energy systems are becoming localized, digitalized, and decarbonized. This is the era of smart local energy system (LES) having combined heat and power (CHP). In traditional CHPs the imbalance between energy generation and load demand results in improper utilization of energy and economic losses. This paper puts forward a planning and operation scheme of LES having CHP and Lithium-ion battery for energy storage. A novel Ant Lion Optimization (ALO) algorithm is applied for solving the planning and operation of LES. ALO is a novel nature inspired algorithm mimicking the process of hunting of ant lions. The great balance between exploitation and exploration in ALO is effectively utilized in solving the planning and operation of LES. Simulation results confirm the efficacy of ALO over other state of art algorithms.
| Item Type: | Conference Item (Paper) | ||||||
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| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||||
| SWORD Depositor: | Library Publications Router | ||||||
| Journal or Publication Title: | 2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) | ||||||
| Publisher: | IEEE | ||||||
| ISBN: | 9781665493666 | ||||||
| Official Date: | 14 November 2022 | ||||||
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| DOI: | 10.1109/globconpt57482.2022.9938237 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
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| Conference Paper Type: | Paper | ||||||
| Title of Event: | IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT) | ||||||
| Type of Event: | Conference | ||||||
| Location of Event: | New Delhi, India | ||||||
| Date(s) of Event: | 23-25 Sep 2022 | ||||||
| Related URLs: |
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