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Cited by 56 publications
(50 citation statements)
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“…We find that this decentralized approach can almost approach the optimal solution of the problem. Moreover, we compare the decentralized approach with the DTBSS method [2]. The numeric results reveal that the decentralized approach proposed in this paper demonstrates better performance both in reducing the cost of the HVAC systems as well as in improving the computational efficiency when the number of zones is large.…”
Section: Hvac Energy Cost Optimization For a Multi-zonementioning
confidence: 97%
See 3 more Smart Citations
“…We find that this decentralized approach can almost approach the optimal solution of the problem. Moreover, we compare the decentralized approach with the DTBSS method [2]. The numeric results reveal that the decentralized approach proposed in this paper demonstrates better performance both in reducing the cost of the HVAC systems as well as in improving the computational efficiency when the number of zones is large.…”
Section: Hvac Energy Cost Optimization For a Multi-zonementioning
confidence: 97%
“…In [26], to protect privacy, a decentralized method based on a multi-level virtual market was proposed. Different from the above works where the heat transfer between neighbouring thermal zones is ignored, [2], [27] regarded the heat transfer from the adjacent zone as external thermal disturbances that are measured through sensors or learned from data at the beginning of each planning horizon. To cope with the difficulties and challenges to solve the problem, a hierarchical distributed method was proposed, in which the original optimization problem was divided into three-level subproblems and each corresponds to a part of the global objective function.…”
Section: Related Workmentioning
confidence: 99%
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“…investigated the various constraints of HVAC scheduling and proposed a novel, token-based distributed control/scheduling approach that can account for varying indoor environment and occupant conditions [17]. Zhao, et al proposed a pattern recognition-based method to detect and diagnose faults in chiller operations, using a one-class classification algorithm [18].…”
Section: A Variety Of Fault Detection and Diagnosis (Fdd) Tools Have mentioning
confidence: 99%