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| Content Provider | frontiers |
|---|---|
| Author | Safarianzengir, Vahid Fatahi, Ahmad Amiri Doumari, Sahar |
| Description | Attention to climatic and environmental potentials for exploitation and meeting human needs has been considered for many years. But the optimal and correct use of this potential requires accurate knowledge and subsequent careful planning. Today, the use of climate and productive energy from the environment is more of a concern for researchers. This investigation aims to appraise the feasibility of establishing solar thermal power plants (solar panels) by examining eight climatic and atmospheric parameters in the environment based on fuzzy logic in northwestern Iran. In this study, the weather datum of 22 Urban Climate Synoptic stations were prepared to evaluate the climatic conditions for the feasibility of establishing a thermal solar power plant for sustainable development using fuzzy logic in the north-west of Iran for each synoptic station during a statistical period of 31 years (1990–2020). This research used eight climatic parameters: average max temperature, average temperature, average min relative moisture, mean relative moisture, total monthly precipitation, and a daily average of Sunny hours, altitude, and wind speed in this systemic model. MATLAB software was used to combine the input data from fuzzy logic and ANFIS Adaptive Neural Network. The climate zoning map for establishing a thermal solar power plant with the scores obtained for each of the parameters and finally the final map was drawn using the ArcGIS. The results show that the fuzzy logic method showe... |
| Abstract | The climate zoning map for establishing a thermal solar power plant with the scores obtained for each of the parameters and finally the final map was drawn using the ArcGIS. The results show that the fuzzy logic method showed a great variety of the establishment of solar thermal power plants using climatic parameters. Totally, after obtaining the final rating for each of the 22 stations, Bonab station with a coefficient of the score (0.544 – 0.589) and Miyaneh station with a score (0.543 – 0.577) located in East Azarbaijan Province, north-west of Iran are appropriate for the established of a solar power plant. The Northwest of Iran is suitable to meet the needs of various energies, including the electricity of the people due to the potential and favorable conditions of the climate; therefore, it is necessary to take steady steps to develop this important industry. Also, the accuracy of MATLAB and ArcGIS softwares with a high level of 0.96% confidence in finding a suitable place for the establishment of solar power stations was confirmed. According to the final results obtained from the integration and fuzzification of 8 climatic parameters and zoning of suitable and unsuitable areas for prioritization, Ardabil station with points of 0.345% in the priority of inconvenient location and Bonab station with points of 0.589% in the priority of the best places were in the establishment of solar power stations. Considering the findings of the present study, the central part and distant places from the mountainous areas were suitable places for the establishment of solar panels. The valuable results of the present study can be given more attention to the sectors that use a lot of sustainable energy. The results of this research in the field of sustainable energy production from the environment are more in the spotlight. |
| ISSN | 2296598X |
| DOI | 10.3389/fenrg.2022.819577 |
| Volume Number | 10 |
| Journal | Frontiers in Energy Research |
| Language | English |
| Publisher Date | 2022-03-02 |
| Access Restriction | Open |
| Subject Keyword | Solar Energy Fuzzy Logic Climatic elements Solar panel Neural network. |
| Content Type | Text |
| Resource Type | Article |
| Subject | Economics and Econometrics Renewable Energy, Sustainability and the Environment Fuel Technology Energy Engineering and Power Technology |
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