Increasing the fossil fuels consumption, pollution and rising prices of these fuels have led to the expansion of renewable resources and their replacement with conventional sources. In this paper, a robust algorithm for a micro-grid (MG) planning with the goal of maximizing profits is presented in day-ahead market. The energy resources in MG are wind farms (WFs), photovoltaic (PV), fuel cell (FC), combined heat and power(CHP) units, tidal steam turbine (TST) and energy storage devices (ESDs). This algorithm is divided into two main parts: (1) Optimal planning of each energy resource; (2) Using the Nash equilibrium –genetic algorithm (NE-GA) hybrid method to determine the optimal MG strategy. In energy resources optimal planning, using a stochastic formulation, the generation bids of each energy resource is determined in such a way that the profit of each one is maximized. Also, the constraints of renewable and load demands and selection the best method of demand response (DR) program are investigated. Then the Nash equilibrium point is determined using the primary population produced in the previous step using the NE-GA hybrid method to determine the optimal MG strategy. Thus, using the ability of the genetic algorithm method, the Nash equilibrium point of the generation units is obtained at an acceptable time, and This means that none of the units are willing to change their strategy and that the optimal strategy is extracted. Comparison of results with previous studies shows that the expected profit in the proposed method is more than other method.
Contents
- Research Articles
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Requires Authentication UnlicensedDetermining Optimal Strategy of a Micro-Grid through Hybrid Method of Nash Equilibrium –Genetic AlgorithmLicensedApril 16, 2019
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Requires Authentication UnlicensedA Stochastic Model Based on Markov Chain to Support Vehicle-to-Grid (V2G) Operation in Smart Distribution NetworkLicensedMay 17, 2019
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Requires Authentication UnlicensedAdaptive Automatic Voltage Regulation in Rural 0.38 kV Electrical NetworksLicensedMay 17, 2019
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Requires Authentication UnlicensedComparative Analysis of Symmetrical/Asymmetrical Quasi Z-Source Cascaded Multilevel Inverter with Alternative Phase Opposition Disposition TechniqueLicensedJuly 2, 2019
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Requires Authentication UnlicensedOptimal Unit Commitment with Concentrated Solar Power and Thermal Energy Storage in Afghanistan Electrical SystemLicensedJune 20, 2019
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Requires Authentication UnlicensedEnhancing Power Distribution Feeders Restoration with a Probabilistic Crew Dispatch Method: Case Studies using Historical Data from a Brazilian Power Distribution CompanyLicensedJuly 10, 2019
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Requires Authentication UnlicensedFault Detection and Location of Broken Power Line Not Touching the GroundLicensedJune 21, 2019
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Requires Authentication UnlicensedDemand Response of an Industrial Buyer considering Congestion and LMP in Day-Ahead Electricity MarketLicensedJune 28, 2019
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Requires Authentication UnlicensedA Method Based on A Supercapacitor Energy Storage System to Overcome the Switching Overvoltage in LVDC Systems with Constant Power LoadsLicensedJune 18, 2019
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Requires Authentication UnlicensedReview of Congestion Management Methods from Conventional to Smart Grid ScenarioLicensedJune 27, 2019