Multi-Microgrid-Based Operation of Active Distribution Networks Considering Demand Response Programs

In a novel approach, this paper investigates the effect of demand response (DR) programs simultaneous with the multi-microgrid-based operation of active distribution networks. In the proposed model, the possibility of microgrid construction is evaluated through technical indices such as supply-adequacy, efficiency, voltage profile, and reliability as well as DR transaction costs. The multi-objective optimization problem is solved by a powerful method named non-dominated genetic algorithm-II (NSGA-II). Due to the probabilistic nature of renewable energy sources, loads, and energy prices, these are modeled using their probability density functions by Monte Carlo simulation algorithm. Also, the backward–forward load flow method is employed for obtaining the objective function parameters. The results of the proposed model are compared with the conventional operation method in various scenarios by implementing it on IEEE 69-bus test distribution system.

• Publication year

  2019

• Venue

  IEEE Transactions on Sustainable Energy

• Publication date

  2019-10-01

• Fields of study

  Computer Science, Engineering, Environmental Science

• Identifiers
  DOI 10.1109/TSTE.2018.2873206
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Distributed Robust Energy Management of a Multimicrogrid System in the Real-Time Energy Market

  2019cited by this paper
• A Market Mechanism to Quantify Emergency Energy Transactions Value in a Multi-Microgrid System

  2019cited by this paper
• Distributed Robust Energy Management of a Multi-Microgrid System in the Real-Time Energy Market

  2019cited by this paper
• Voltage and Current Controllability in Multi-Microgrid Smart Distribution Systems

  2018cited by this paper
• A Multiagent-Based Hierarchical Energy Management Strategy for Multi-Microgrids Considering Adjustable Power and Demand Response

  2018cited by this paper
• A Strategy for Flexible Frequency Operation of Stand-Alone Multimicrogrids

  2018cited by this paper
• Energy management in multi-microgrid systems — development and assessment

  2017cited by this paper
• Multi-microgrids approach for design and operation of future distribution networks based on novel technical indices

  2017cited by this paper
• Two-level game algorithm for multi-microgrid in electricity market

  2017cited by this paper
• Optimal operation of active distribution systems based on microgrid structure

  2017cited by this paper
• Optimal operation of energy storage devices with RESs to improve efficiency of distribution grids; technical and economical assessment

  2016cited by this paper
• Interactive energy management of networked microgrids-based active distribution system considering large-scale integration of renewable energy resources

  2016cited by this paper
• Effects of demand response programs on distribution system operation

  2016cited by this paper
• A bi-level optimization model for operation of distribution networks with micro-grids

  2016cited by this paper
• Optimized Multiple Microgrid-Based Clustering of Active Distribution Systems Considering Communication and Control Requirements

  2015cited by this paper
• Optimal Operation of Distribution Networks Considering Energy Storage Devices

  2015cited by this paper
• Optimal Power Dispatch of Multi-Microgrids at Future Smart Distribution Grids

  2015cited by this paper
• Monte Carlo Simulation-Based Probabilistic Assessment of DG Penetration in Medium Voltage Distribution Networks

  2015cited by this paper
• Optimal siting and sizing of demand response in a transmission constrained system with high wind penetration

  2015cited by this paper
• A game-theoretic economic operation of residential distribution system with high participation of distributed electricity prosumers

  2015cited by this paper
• Coordinated energy management of networked Microgrids in distribution systems

  2015cited by this paper
• Stochastic multi-objective operational planning of smart distribution systems considering demand response programs

  2014cited by this paper
• Optimum Microgrid Design for Enhancing Reliability and Supply-Security

  2013cited by this paper
• Comprehensive Operational Planning Framework for Self-Healing Control Actions in Smart Distribution Grids

  2013cited by this paper
• Supply-Adequacy-Based Optimal Construction of Microgrids in Smart Distribution Systems

  2012cited by this paper
• Optimal energy management of a rural microgrid system using multi-objective optimization

  2012cited by this paper
• Smart Operation of Smart Grid: Risk-Limiting Dispatch

  2011cited by this paper
• Modeling storage and demand management in power distribution grids

  2011cited by this paper
• A fast and elitist multiobjective genetic algorithm: NSGA-II

  2002influential reference
• A compensation-based power flow method for weakly meshed distribution and transmission networks

  1988cited by this paper

• Multi-microgrid collaborative adaptive optimization scheduling method based on attention-based deep reinforcement learning

  2026cites this paper
• Distributed optimization strategy for networked microgrids based on network partitioning

  2025cites this paper
• A tri-level model for optimal management of active distribution networks enabling two-layer local markets

  2025cites this paper
• Optimization and scheduling of active distribution networks considering demand response and renewable energy-based ammonia production

  2025cites this paper
• Privacy-Preserving Cooperative Optimal Operation for Reconfigurable Multimicrogrid Distribution Systems: A Noniterative Distributed Optimization Approach

  2025cites this paper
• Coordinated Voltage Regulation of Distribution Network and Multi-Microgrids Via Attention-Based Transfer Reinforcement Learning

  2025cites this paper
• Research on Power Control Technology for Distribution Networks Adapted to High-Proportion Integration of Distributed Generations

  2025cites this paper
• Multi-Objective Optimal Partitioning of Active Distribution Networks Integrating Consideration of Load Balancing and Solution Efficiency of Parallel Optimization

  2025cites this paper
• Eco-Friendly Energy Storage Systems Based Demand Side Management for Rural Microgrid by Dandelion Optimization Algorithm

  2024cites this paper
• Graph Learning-Based Voltage Regulation in Distribution Networks With Multi-Microgrids

  2024cites this paper
• Integrated Optimal Energy Management of Multi-Microgrid Network Considering Energy Performance Index: Global Chance-Constrained Programming Framework

  2024cites this paper
• Optimal Dispatch Strategy for a Multi-Microgrid Cooperative Alliance Using a Two-Stage Pricing Mechanism

  2024cites this paper
• Joint Electricity and Carbon Sharing With PV and Energy Storage: A Low-Carbon DR-Based Game Theoretic Approach

  2024cites this paper
• A probability constrained dynamic switching optimization method for the energy dispatch strategy of hybrid power systems with renewable energy resources and uncertainty

  2024cites this paper
• A multi-objective analysis of grid-connected local renewable energy systems for industrial SMEs

  2024cites this paper
• A COMPARISON OF POWER FLOW BASED ON BUS ADMITTANCE MATRIX FOR NETWORKED MICROGRID ENERGY MANAGEMENT GY MANAGEMENT

  2024cites this paper
• A state of the art review on energy management techniques and optimal sizing of DERs in grid-connected multi-microgrids

  2024cites this paper
• Cooperative energy scheduling of interconnected microgrid system considering renewable energy resources and electric vehicles

  2024cites this paper
• Providing a New Multiobjective Two-Layer Approach for Developing Service Restoration of a Smart Distribution System by Islanding of Faulty Area

  2024cites this paper
• Coordination optimization of multi-micro-network and distribution network based on multi-agent reinforcement learning

  2024cites this paper
• A Multi-Layer Techno-Economic-Environmental Energy Management Optimization in Cooperative Multi-Microgrids with Demand Response Program and Uncertainties Consideration

  2024cites this paper
• Cloud-edge collaborative data processing optimization method for low-voltage power distribution in new-type power system

  2023cites this paper
• A novel deep learning based probabilistic power flow method for Multi-Microgrids distribution system with incomplete network information

  2023cites this paper
• Comprehensive Multi-Benefit Planning of Sustainable Interconnected Microgrids

  2023cites this paper
• A three-layer game theoretic-based strategy for optimal scheduling of microgrids by leveraging a dynamic demand response program designer to unlock the potential of smart buildings and electric vehicle fleets

  2023cites this paper
• Research on Power Balancing Control Method of Distribution Network Considering the Integration of Distributed Photovoltaic

  2023cites this paper
• State-of-the-art review on energy management and control of networked microgrids

  2023cites this paper
• An effective energy management system for intensified grid-connected microgrids

  2023cites this paper
• Optimum Hourly Energy Scheduling in Interconnected Renewable Microgrids

  2023cites this paper
• Transient stability enhancement in renewable energy integrated multi-microgrids: A comprehensive and critical analysis

  2023cites this paper
• Cloud Energy Storage Investment by Collaboration of Microgrids for Profit and Reliability Enhancement Considering a TSO-DSO Yearly Reward

  2023cites this paper
• A High Concurrency and Low-Delay Data Scheduling Method for Massive Power Devices

  2022cites this paper
• A Methodology for Exploiting Smart Prosumers’ Flexibility in a Bottom-Up Aggregation Process

  2022cites this paper
• Optimal operation of multi-micro energy grids under distribution network in Southwest China

  2022cites this paper
• A novel PET model based volt/var control of AC–DC hybrid distribution network

  2022cites this paper
• Optimal Energy and Pollution Management for Multimicrogrids Coalition Based on a Cooperative Game Theory Model

  2022cites this paper
• Hour Block Based Demand Response for Optimal Energy Trading Profits in Networked Microgrids

  2022cites this paper
• A comprehensive review on energy management, demand response, and coordination schemes utilization in multi-microgrids network

  2022cites this paper
• Enhancement of loadability and voltage stability in grid-connected microgrid network

  2022cites this paper
• A risk-based dispatchable distributed generation unit and tie line planning framework to improve the resilience of distribution systems

  2022cites this paper
• Optimal Siting and Sizing of Energy Storage Power Station Considering Peak Regulation Adequacy

  2022cites this paper
• Enabling Online Scheduling for Multi-Microgrid Systems: An Event-Triggered Approach

  2021cites this paper
• Impact of multiple demand side management programs on the optimal operation of grid-connected microgrids

  2021cites this paper
• Upgrading Conventional Distribution Networks by Actively Planning Distributed Generation Based on Virtual Microgrids

  2021cites this paper
• Multi-microgrid energy management through tertiary-level control: Structure and case study

  2021cites this paper
• Sustainable microgrid design considering blockchain technology for real-time price-based demand response programs

  2021cites this paper
• Title : Feasible Performance Evaluations of Digitally-Controlled Auxiliary Resonant Commutation Snubber-Assisted Three Phase Vo

  2021cites this paper
• Hierarchical and Distributed Dispatching of Microgrids Considering Uncertainty

  2021cites this paper
• A topological overview of microgrids: from maturity to the future

  2021cites this paper
• Efficient Networked Microgrid Management Considering Plug-in Electric Vehicles and Storage Units

  2021cites this paper
• An integrated optimal operating strategy for a grid-connected AC microgrid under load and renewable generation uncertainty considering demand response

  2021cites this paper
• Scheduling controller for microgrids energy management system using optimization algorithm in achieving cost saving and emission reduction

  2021cites this paper
• Research On Transaction And Market Mechanism In Micro-Grid Considering Matching Degree Between Supply And Demand

  2021cites this paper
• An Optimized Framework for Energy Management of Multi-Microgrid Systems

  2021influential citation
• Optimal operation of smart distribution networks in the presence of demand response aggregators and microgrid owners: A multi follower Bi-Level approach

  2020cites this paper
• Conceptual Design of Multi-Microgrid Structure in Active Distribution Networks

  2020cites this paper
• Hierarchical smart energy management strategy based on cooperative distributed economic model predictive control for multi‐microgrids systems

  2020cites this paper
• Dynamic networking of islanded regional multi‐microgrid networks based on graph theory and multi‐objective evolutionary optimization

  2020cites this paper
• A stochastic optimal scheduling of multi-microgrid systems considering emissions: A chance constrained model

  2020cites this paper
• Energy Scheduling in a Hybrid DC/AC Micro-Grid Considering Battery/Wind/Photovoltaic Power Sources using Heuristic Optimization Algorithm

  2020cites this paper
• A chance-constrained energy management in multi-microgrid systems considering degradation cost of energy storage elements

  2020cites this paper
• Impact study of demand response program on the resilience of dynamic clustered distribution systems

  2020cites this paper
• Multitime Scale Coordinated Scheduling for the Combined System of Wind Power, Photovoltaic, Thermal Generator, Hydro Pumped Storage, and Batteries

  2020cites this paper
• Measurement-Based Network Clustering for Active Distribution Systems

  2019cites this paper
• A New Adaptive Maximum Power Point Controller for a Photovoltaic System

  2019cites this paper