Cooperative Energy Management of HVAC via Transactive Energy
Heating, Ventilation, and Air Conditioning (HVAC) energy consumption accounts for a significant part of the total energy consumption of buildings and households. The ubiquitous adoption of distributed renewable energy and smart meters helps to decarbonize the HVAC energy consumption and improve energy efficiency. However, how to scale up HVAC energy management for a group of users while persevering users' privacy remains a big challenge. In this work, we utilize the concept of transactive energy to build a cooperative energy management system for independent HVAC units in a distributed manner. Specifically, we develop a distributed energy trading algorithm that consists of two layers based on the alternating direction method of multipliers method. The distributed energy trading algorithm achieves optimal trading performance and also preserves users' privacy. Furthermore, we evaluate the performance of the distributed trading algorithm by extensive simulations with real-world data. Simulation results show that the energy trading algorithm converges fast and the cooperative energy platform reduces the user's individual cost by up to 50% and lowers the overall cost of all users by 23%.
Code (0)
등록된 구현이 없습니다.
Tasks
energy managementenergy tradingManagementSimilar Papers 제목 키워드 기반
Distributed Energy Trading Management for Renewable Prosumers with HVAC and Energy Storage
Heating, ventilating, and air-conditioning (HVAC) systems consume a large amount of energy in residential houses and buildings. Effective energy management of HVAC is a cost-effective way to improve energy efficiency and…
Distributed Optimizationenergy managementenergy tradingManagementPrivacy-Preserving Transactive Energy Management for IoT-aided Smart Homes via Blockchain
With the booming of smart grid, The ubiquitously deployed smart meters constitutes an energy internet of things. This paper develops a novel blockchain-based transactive energy management system for IoT-aided smart homes…
energy managementenergy tradingManagementPrivacy PreservingPrivacy-preserving transactive energy systems: Key topics and open research challenges
This manuscript aims to formalize and conclude the discussions initiated during the PriTEM workshop 22-23 March 2023. We present important ideas and discussion topics in the context of transactive energy systems. Moreove…
energy managementenergy tradingManagementPrivacy PreservingConsensus-Based Decentralized Energy Trading for Distributed Energy Resources
In smart grids, distributed energy resources (DERs) have penetrated residential zones to provide a new form of electricity supply, mainly from renewable energy. Residential households and commercial buildings with DERs h…
energy managementenergy tradingManagementPrivacy PreservingTransactive Framework for Dynamic Energy Storage Allocation for Critical Load Management
Increased penetration of Distributed Energy Resources (DER) and Renewable Energy Systems (RES) transforming the conventional distribution grid into a transactive framework supervised by a distribution system operator (DS…
energy managementManagement