Journal Article10.1016/J.RENENE.2013.03.026
Considering uncertainty in the optimal energy management of renewable micro-grids including storage devices
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TL;DR: In this paper, a probabilistic framework based on 2m Point Estimate Method (2m PEM) was proposed to consider the uncertainties in the optimal energy management of the MGs.
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About: This article is published in Renewable Energy. The article was published on 01 Nov 2013. The article focuses on the topics: Premature convergence & Grid.
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Citations
Microgrids energy management systems: A critical review on methods, solutions, and prospects
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Optimization in microgrids with hybrid energy systems – A review
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Optimal planning and design of a renewable energy based supply system for microgrids
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TL;DR: In this article, the optimal design, planning, sizing and operation of a hybrid, renewable energy based microgrid with the goal of minimizing the lifecycle cost, while taking into account environmental emissions is discussed.
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A comprehensive review on microgrid and virtual power plant concepts employed for distributed energy resources scheduling in power systems
TL;DR: In this paper, the scheduling problem of DERs is studied from various aspects such as modeling techniques, solving methods, reliability, emission, uncertainty, stability, demand response (DR), and multi-objective standpoint in the microgrid and VPP frameworks.
505
Scenario-based stochastic operation management of MicroGrid including Wind, Photovoltaic, Micro-Turbine, Fuel Cell and Energy Storage Devices
TL;DR: In this article, an efficient stochastic framework is proposed to investigate the effect of uncertainty on the optimal operation management of MGs, which considers the uncertainties of load forecast error, wind turbine (WT) generation, photovoltaic (PV) generation and market price.
420
References
Centralized Control for Optimizing Microgrids Operation
TL;DR: The controller aims to optimize the operation of the microgrid during interconnected operation, i.e., maximize its value by optimizing the production of the local DGs and power exchanges with the main distribution grid.
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Smart energy management system for optimal microgrid economic operation
TL;DR: In this article, a smart energy management system (SEMS) is presented to optimise the operation of the microgrid, which consists of power forecasting module, energy storage system (ESS) management module and optimisation module.
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Point Estimate Schemes to Solve the Probabilistic Power Flow
J.M. Morales,Juan Perez-Ruiz +1 more
TL;DR: In this article, four different Hong's point estimate schemes are presented and tested on the probabilistic power flow problem and compared against those obtained from the Monte Carlo simulation, showing that the use of the scheme provides the best performance when a high number of random variables, both continuous and discrete, are considered.
736
Multi-objective operation management of a renewable MG (micro-grid) with back-up micro-turbine/fuel cell/battery hybrid power source
TL;DR: In this paper, an expert multi-objective AMPSO (Adaptive Modified Particle Swarm Optimization algorithm) is presented for optimal operation of a typical MG with RESs (renewable energy sources) accompanied by a back-up Micro-Turbine/Fuel Cell/Battery hybrid power source to level the power mismatch or to store the surplus of energy when it's needed.
582
Optimal planning and design of a renewable energy based supply system for microgrids
Omar Hafez,Kankar Bhattacharya +1 more
TL;DR: In this article, the optimal design, planning, sizing and operation of a hybrid, renewable energy based microgrid with the goal of minimizing the lifecycle cost, while taking into account environmental emissions is discussed.
577