TY - JOUR
T1 - Neighborhood-level coordination and negotiation techniques for managing demand-side flexibility in residential microgrids
AU - Hu, Maomao
AU - Xiao, Fu
AU - Wang, Shengwei
N1 - Funding Information:
The research presented in this paper is financially supported by the Strategic Focus Area Scheme (1-BBW7) of the Research Institute for Sustainable Urban Development at the Hong Kong Polytechnic University and a research grant (G-YBTB) of the Hong Kong Polytechnic University .
Publisher Copyright:
© 2020 Elsevier Ltd
PY - 2021/1
Y1 - 2021/1
N2 - The management of demand-side flexibility plays a key role in reliable integration of intermittent renewable energy sources into residential microgrids. Residential microgrid is a dynamic and complex cyber-physical system, which consists of multiple cooperative, non-cooperative and even conflicting entities. Random and separate demand-side management of the multiple entities may have detrimental effects on the grid reliability like the peak “rebound” issue and on the economic benefits for both utilities and consumers. Harmonized coordination, not merely unorganized cooperation, among cooperative entities and negotiation among non-cooperative entities based on information sharing are therefore needed to achieve the neighborhood-level optimal solutions in a residential microgrid. This paper comprehensively reviews the state-of-the-art classification, technologies, architectures, and techniques for neighborhood-level coordination and negotiation in residential microgrids. Various types of coordination and negotiation behaviors are first categorized. The technologies, i.e., demand-side flexible resources involved in coordination and negotiation, are then summarized and introduced, including flexible loads, storage, and distributed generations. The typical architectures for coordination and negotiation are then classified into centralized, decentralized, hierarchical distributed, and non-hierarchical distributed architecture. Last, the major coordination and negotiation techniques, including multi-agent system, optimization and game theory, are reviewed and summarized. The challenges and opportunities for each technique are identified and critically discussed.
AB - The management of demand-side flexibility plays a key role in reliable integration of intermittent renewable energy sources into residential microgrids. Residential microgrid is a dynamic and complex cyber-physical system, which consists of multiple cooperative, non-cooperative and even conflicting entities. Random and separate demand-side management of the multiple entities may have detrimental effects on the grid reliability like the peak “rebound” issue and on the economic benefits for both utilities and consumers. Harmonized coordination, not merely unorganized cooperation, among cooperative entities and negotiation among non-cooperative entities based on information sharing are therefore needed to achieve the neighborhood-level optimal solutions in a residential microgrid. This paper comprehensively reviews the state-of-the-art classification, technologies, architectures, and techniques for neighborhood-level coordination and negotiation in residential microgrids. Various types of coordination and negotiation behaviors are first categorized. The technologies, i.e., demand-side flexible resources involved in coordination and negotiation, are then summarized and introduced, including flexible loads, storage, and distributed generations. The typical architectures for coordination and negotiation are then classified into centralized, decentralized, hierarchical distributed, and non-hierarchical distributed architecture. Last, the major coordination and negotiation techniques, including multi-agent system, optimization and game theory, are reviewed and summarized. The challenges and opportunities for each technique are identified and critically discussed.
KW - Coordination and negotiation
KW - Demand-side flexibility
KW - Distributed optimal control
KW - Game theory
KW - Multi-agent system
UR - http://www.scopus.com/inward/record.url?scp=85089486280&partnerID=8YFLogxK
U2 - 10.1016/j.rser.2020.110248
DO - 10.1016/j.rser.2020.110248
M3 - Review article
AN - SCOPUS:85089486280
SN - 1364-0321
VL - 135
JO - Renewable and Sustainable Energy Reviews
JF - Renewable and Sustainable Energy Reviews
M1 - 110248
ER -