Distributed flexibility characterization and resource allocation for multi-zone commercial buildings in the smart grid

He Hao, Jianming Lian, Karanjit Kalsi, Jakob Stoustrup

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

19 Citations (Scopus)

Abstract

The HVAC (Heating, Ventilation, and Air-Conditioning) system of commercial buildings is a complex system with a large number of dynamically interacting components. In particular, the thermal dynamics of each zone are coupled with those of its neighboring zones. In this paper, we study an agent-based approach to model and control commercial building HVAC system for providing ancillary services to the power grid. In the multi-agent-building-system (MABS), individual zones are modeled as agents that can communicate, interact, and negotiate with one another to achieve a common objective. We first propose a distributed characterization method on the aggregate airflow (and thus fan power) flexibility that the HVAC system can provide to the ancillary service market. A Nash-bargaining-based airflow allocation strategy is then proposed to track a dispatch signal while respecting the preference and flexibility of individual zones. Moreover, we devise a distributed algorithm to obtain the Nash bargaining solution via dual decomposition. Numerical simulations illustrate that the proposed distributed protocols are much more scalable than centralized approaches especially when the system becomes larger and more complex.

Original languageEnglish
Title of host publication54rd IEEE Conference on Decision and Control,CDC 2015
Number of pages8
PublisherIEEE
Publication date11 Feb 2016
Pages3161-3168
Article number7402693
ISBN (Electronic)9781479978861
DOIs
Publication statusPublished - 11 Feb 2016
Externally publishedYes
Event54th IEEE Conference on Decision and Control, CDC 2015 - Osaka, Japan
Duration: 15 Dec 201518 Dec 2015

Conference

Conference54th IEEE Conference on Decision and Control, CDC 2015
Country/TerritoryJapan
CityOsaka
Period15/12/201518/12/2015
SponsorCybernet Systems, et al., Kozo Keikaku Engineering (KKE), MathWorks, Mitsubishi Electric, Springer

Fingerprint

Dive into the research topics of 'Distributed flexibility characterization and resource allocation for multi-zone commercial buildings in the smart grid'. Together they form a unique fingerprint.

Cite this