2. Metaheuristic Optimization Algorithm Application to Electrical Engineering
The Course on "Metaheuristic Optimization Algorithm Application to Electrical Engineering" explore about following;
1. Outline About GA, PSO, ACO, BAT, GWO, WOA, BWOA.
2. MATLAB Coding for GA, PSO, ACO, BAT, GWO, WOA, BWOA.
3. Electrical Engineering Problem Statement formulation.
4. MATLAB Implementation of GA, PSO, ACO, BAT, GWO, WOA, BWOA for Electrical Engineering Problem.
5. Comparison of GA, PSO, ACO, BAT, GWO, WOA, BWOA.
MATLAB Files included:
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GA Coding.
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PSO Coding.
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ACO Coding.
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BAT Coding.
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GWO Coding.
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WOA Coding.
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BWOA Coding.
Details of Courses
1. MATLAB Modelling of Solar PV System
The Course on "MATLAB Modelling of Solar PV system explore about following;
1. MATLAB modelling of Solar PV cell and Solar PV Array Using a mathematical equation.
2. How to find I-V and PV Characteristics of the modelled solar PV array in MATLAB.
3. MATLAB Implementation of Maximum Powerpoint Algorithm for solar PV array with a stand-alone system.
4. MATLAB Implementation of solar MPPT charger controller for a solar PV system.
5. MATLAB Implementation of a grid-connected solar PV system.
MATLAB Files included:
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Modelling of Solar PV Array
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MPPT control of Solar PV Array
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MPPT charger controller
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Grid-connected solar PV system
2. Renewable Energy Lab Simulation for Beginners - As Per AnnaUniversity Syllabus
The Course on "Renewable Energy Lab Simulation for Beginners" explore about following;
1. Experiment on Solar PV panel system with a shadowing effect and bypass diode.
2. Experiment on Performance assessment of standalone 1kWp Systems.
3. Experiment on Performance assessment of Grid-connected and standalone 1kWp Systems.
4. Experiment on Performance assessment of micro Wind Energy Generator.
5. Simulation study on Wind Energy Generator.
6.Experiment (Virtual) on “VI-Characteristics of Solar PV System”.
7.PV EMULATOR Renewable Energy Lab.
8.Simulation study on Hybrid (Solar-Wind) Power System.
9.Experiment on Performance Assessment of Hybrid (Solar-Wind) Power System.
10. Simulation study on Hydel Power.
MATLAB Files included:
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Experiment on Solar PV panel system with a shadowing effect and bypass diode.
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Experiment on Performance assessment of standalone 1kWp Systems.
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Experiment on Performance assessment of Grid-connected and standalone 1kWp Systems.
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Experiment on Performance assessment of micro Wind Energy Generator.
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Simulation study on Wind Energy Generator.
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Experiment (Virtual) on “VI-Characteristics of Solar PV System”.
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PV EMULATOR Renewable Energy Lab.
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Simulation study on Hybrid (Solar-Wind) Power System.
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Experiment on Performance Assessment of Hybrid (Solar-Wind) Power System.
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Simulation study on Hydel Power.
3. Metaheuristic Optimization Algorithm Application to Electrical Engineering
The Course on "Metaheuristic Optimization Algorithm Application to Electrical Engineering" explore about following;
1. Outline About ALO, BA, BWO, CSA, DF, FPA, GA, GHA, GWO, MFO, MVO, PSO, SSOA, WOA.
2. MATLAB Coding for ALO, BA, BWO, CSA, DF, FPA, GA, GHA, GWO, MFO, MVO, PSO, SSOA, WOA.
3. Combined Economic and Emission Dispatch Problem Statement formulation.
4. MATLAB Implementation of ALO, BA, BWO, CSA, DF, FPA, GA, GHA, GWO, MFO, MVO, PSO, SSOA, WOA for Combined Economic and Emission Dispatch Problem.
5. Comparison of ALO, BA, BWO, CSA, DF, FPA, GA, GHA, GWO, MFO, MVO, PSO, SSOA, WOA.
MATLAB Files included:
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Ant lion optimization
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BAT algorithm
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Black Widow Optimization Algorithm
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Crow search Algorithm
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Dragonfly Algorithm
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Flower Pollination Algorithm
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Genetic Algorithm
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Grasshopper optimization algorithm
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Grey Wolf Optimization
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Moth flame optimization
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Multi verse optimization
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Particle swarm optimization
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Salp swarm optimization algorithm
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Whale optimization algorithm