Distributed Control of HVAC-BESS under Solar Power Forecasts in Microgrid System

Ma, Jie and Ma, Xiandong (2023) Distributed Control of HVAC-BESS under Solar Power Forecasts in Microgrid System. IEEE Transactions on Industrial Informatics, 19 (12). pp. 11608-11618. ISSN 1551-3203

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Abstract

This paper investigates an energy management problem in the microgrid by scheduling heating ventilation air conditioning (HVAC) and battery energy storage system (BESS) with a distributed algorithm. A multi-layer energy management architecture is presented at a system-level to co-optimize the HVAC-BESS by taking into account solar energy forecasts. A surplus-based consensus algorithm is proposed to solve the optimization problem, where the local power mismatch is introduced as a surplus term, and the HVAC-BESS can thus be co-scheduled to maximize renewable energy efficiency at the peak generation time. A set of the convex cost functions are formulated to minimize the HVAC's user dissatisfaction degree and alleviate power loss during the BESS operation. The goal is to collectively minimize the total energy cost in a distributed manner, subject to individual load constraints and power balance constraints. It is theoretically proved that a global convergence of the proposed algorithm is achieved provided that the directed network is strongly connected. The results from a number of case studies are promising, demonstrating the effectiveness and robustness of the algorithm under practical scenarios.

Item Type:
Journal Article
Journal or Publication Title:
IEEE Transactions on Industrial Informatics
Additional Information:
©2023 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Uncontrolled Keywords:
Research Output Funding/yes_internally_funded
Subjects:
?? energy management systemhvacbessmulti-layer energy managementsurplus-based consensus algorithmdirected networkyes - internally fundedinformation systemscontrol and systems engineeringcomputer science applicationselectrical and electronic engineering ??
ID Code:
187870
Deposited By:
Deposited On:
02 Mar 2023 16:25
Refereed?:
Yes
Published?:
Published
Last Modified:
14 Jun 2024 01:31