Optimal sizing of Wind/Solar/Hydro in an isolated power system using SMUGF based FPA
| Autor: | Balachandra J C, Manohar Potli, Y. Damodharam |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Water discharge
Computer science business.industry 020209 energy Constrained optimization Biomass 02 engineering and technology Load profile Grid parity Wind speed Automotive engineering Renewable energy Electric power system Electricity generation Distributed generation Greenhouse gas 0202 electrical engineering electronic engineering information engineering business Geothermal gradient Hydropower Simulation |
| Zdroj: | 2016 3rd International Conference on Advanced Computing and Communication Systems (ICACCS). |
| DOI: | 10.1109/icaccs.2016.7586364 |
| Popis: | Renewable Energy Resources like Wind, Solar, Biomass, Tidal, Hydropower and Geothermal constitute a type of power generation and received much attention as alternatives for conventional power generation. Renewable Energy Resources (RER) will help to mitigate the emission of green house gases. In this paper, a study on reliability constrained optimization of an isolated power system is carried out. It consists of 25-kW Wind unit, 10-kW solar unit and 10-kW Hydro unit. Hourly speed of wind, solar radiation and water discharge and load profile is obtained using data synthesizer. Firstly, combined Semi-Markov and Universal Generating Function (SMUGF) models for the wind speed, solar irradiation, water availability and load profile with transitions among all states are formulated. Then the reliability constraint Loss of Load Probability (LOLP) is obtained from Aggregate SMUGF model. The objective function with cost and number of units and reliability constraint is formulated. Cost minimization and optimal sizing is performed using Flower Pollination Algorithm (FPA). All the above analysis is carried out in MATLAB 2014b software. A comparison of results between the algorithms will be presented and analyzed. |
| Databáze: | OpenAIRE |
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