Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/139749
Title: Energy management considering load operations and forecast errors with application to HVAC systems
Authors: Ma, Kai
Hu, Guoqiang
Spanos, Costas J.
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2016
Source: Ma. K., Hu, G., & Spanos, C. J. (2018). Energy management considering load operations and forecast errors with application to HVAC systems. IEEE Transactions on Smart Grid, 9(2), 605-614. doi:10.1109/TSG.2016.2558319
Journal: IEEE Transactions on Smart Grid
Abstract: This paper studies an energy management problem taking into account the relationship between the operating states and the energy consumption of the loads under forecast errors. The energy management problem is formulated as a nonlinear optimization problem, including the operation-to-energy functions and the probability of exceeding the energy supply in the constraints. An energy management algorithm is developed to seek the optimal operating states and pricing strategies for the consumers and the energy provider, respectively. Then, the globally asymptotic stability is proved for the energy management algorithm. Furthermore, the algorithm is applied to achieve energy management of distributed heating ventilation air conditioning systems. Simulation results demonstrate that the energy management algorithm converges to the optimal solution and the demand is approximately equal to the energy supply with margin for reliability.
URI: https://hdl.handle.net/10356/139749
ISSN: 1949-3053
DOI: 10.1109/TSG.2016.2558319
Rights: © 2016 IEEE. All rights reserved.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:EEE Journal Articles

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