Journal ArticleDOI
A multi-agent based energy management solution for integrated buildings and microgrid system
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TLDR
An ontology-driven multi-agent based energy management system (EMS) is proposed for monitoring and optimal control of an integrated homes/buildings and microgrid system with various renewable energy resources (RESs) and controllable loads.About:
This article is published in Applied Energy.The article was published on 2017-10-01. It has received 205 citations till now. The article focuses on the topics: Microgrid & Energy management.read more
Citations
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Different aspects of microgrid management: A comprehensive review
TL;DR: A comprehensive study considering various aspects of microgrid management including components, network structures, operation modes, storage systems, types of load, modeling the problem, solving procedures and many more has been presented.
Journal ArticleDOI
Scalable coordinated management of peer-to-peer energy trading: A multi-cluster deep reinforcement learning approach
TL;DR: This work forms the P2P trading problem as a multi-agent coordination problem and proposes a novel multi- agent deep reinforcement learning (MADRL) method to address it and demonstrates that the proposed MADRL method exhibits a strong generalization capability in the test data-set and outperforms the state-of-the-art MADRL methods with regard to the system operation cost, demand peak as well as computational time.
Journal ArticleDOI
A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects
Yassine Himeur,Abdullah Alsalemi,Ayman Al-Kababji,Faycal Bensaali,Abbes Amira,Christos Sardianos,George Dimitrakopoulos,Iraklis Varlamis +7 more
TL;DR: This paper presents the first timely and comprehensive reference for energy-efficiency recommendation systems and provides an original taxonomy of these systems based on specified criteria, including the nature of the recommender engine, its objective, computing platforms, evaluation metrics and incentive measures.
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Decentralized Bi-Level stochastic optimization approach for multi-agent multi-energy networked micro-grids with multi-energy storage technologies
TL;DR: In this article , a decentralized bi-level stochastic optimization approach based on the progressive hedging algorithm for multi-agent systems (MAS) in multi-energy micro-grids (MEMGs) to enhance network flexibility is presented.
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Profitability of PV sharing in energy communities: Use cases for different settlement patterns
TL;DR: In this article, the authors investigated the profitability and optimal installation capacities of PV systems for energy communities (ECs) in comparison to individual buildings, and showed that the profitability of implementing optimally-sized PV systems increases when forming ECs compared to the situation of considering buildings individually.
References
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Journal ArticleDOI
Overview of Power Management Strategies of Hybrid AC/DC Microgrid
Farzam Nejabatkhah,Yun Wei Li +1 more
TL;DR: This paper presents an overview of power management strategies for a hybrid ac/dc microgrid system, which includes different system structures, different operation modes, a thorough study of various power management and control schemes in both steady state and transient conditions, and examples of powermanagement and control strategies.
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A Centralized Energy Management System for Isolated Microgrids
TL;DR: Using the model predictive control technique, the optimal operation of the microgrid is determined using an extended horizon of evaluation and recourse, which allows a proper dispatch of the energy storage units.
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Multiagent-Based Distributed-Energy-Resource Management for Intelligent Microgrids
TL;DR: Simulation results clearly indicate that the agent-based management is effective in resource management among multiple microgrids economically and profitably.
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Smart home energy management system including renewable energy based on ZigBee and PLC
TL;DR: By considering both energy consumption and generation, the proposed HEMS architecture is expected to optimize home energy use and result in home energy cost saving.
Journal ArticleDOI
General aspects, hierarchical controls and droop methods in microgrids: A review
TL;DR: In this paper, the authors present a complete description of the main features of a microgrid and describe the characteristics of the control systems used in existing microgrids all over the world and propose future areas for research.