Abstract
The demand for water in India steadily increases as the population grows. Due to its numerous advantages, research in AC motor-based Water Pumping Systems (WPS) has recently got a lot of attention. Because of its natural abundance and ecologically beneficial properties, renewable energy-based solar photovoltaic (PV) generation is the ideal substitute for conventional energy sources. Maximum power extraction from the PV system is critical for increasing solar power generation efficiency. This proposed work presents a solar power system using Adaptive Neuro-Fuzzy Inference System (ANFIS) Maximum Power Point Tracking (MPPT) for pumping system. A MPPT controller based on ANFIS has been introduced in this research. This approach has the advantage of having a higher tracking accuracy. This tracker captures irradiance and temperature from the solar panel as inputs. This system uses a battery backup for energy storage purpose. The battery is recharged using the solar supply. In this system, Pulse Width Modulated (PWM) inverter is used, where it converts the battery voltage (DC), into AC voltage for running the pumping system. For validation, the proposed model is analysed using MATLAB/Simulink.
References
- Sachin angadi, Udaykumar R yaragatti, Yellasiri suresh, and Angadi B raju “Comprehensive Review on Solar, Wind and Hybrid Wind-PV Water Pumping Systems-An Electrical Engineering Perspective” CPSS Transactions on Power Electronics and Applications vol. 6, issue. 1, page. 1-19. 2021, doi: 10.24295/CPSSTPEA.2021.00001.
- Levon Gevorkov, Václav Šmídl “Simulation Model for Efficiency Estimation of Photovoltaic Water Pumping System” 19th International Symposium INFOTEH-JAHORINA (INFOTEH), 2020, DOI: 10.1109/INFOTEH48170.2020.9066335.
- Marwah Qasim Al-Obaidi, Twana Ghany Hamid, Nabil Derbel, “Design of Solar Powered Water Pumping System for Domestic Use in Erbil” IEEE International Multi-Conference on Systems, Signals & Devices (SSD), 2020, doi: 10.1109/SSD49366.2020.9364196
- Waleed Obaid, Abdul-Kadir Hamid, Chaouki Ghenai “Hybrid MPPT Controlled Solar/Wind Power System for Pumping System” International Conference on Electrical and Computing Technologies and Applications (ICECTA), 2019, doi: 10.1109/ICECTA48151.2019.8959772.
- Vandana Chaudhary, Annapurna Bhargava, Swati Bhasin “Modeling and Simulation of gird connected hybrid power system integrated with solar PV/Wind and controlled by Voltage Regulator” International Conference on Communication and Electronics Systems (ICCES), 2019, doi: 10.1109/ICCES45898.2019.9002036.
- Swapnil B. Mohod, Vikramsingh R. Parihar, Sagar D. Nimkar “Hybrid power system with integration of wind, battery and solar PV system” IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI), 2017, doi: 10.1109/ICPCSI.2017.8392134.
- Sonal S. Patil, Ranjit M. Zende “Solar Powered Water Pumping System” IEEE International Conference on Sensing, Signal Processing and Security (ICSSS), 2017, doi: 10.1109/SSPS.2017.8071589.
- Nandikesh Pushpraj, Nitin Gupta, Vikas Gupta, Mahmadasraf A. Mulla “Solar Energy Harvesting for Irrigation Water Pumping System” IEEE International Conference on Power, Control, Signals and Instrumentation Engineering (ICPCSI), 2017, doi: 10.1109/ICPCSI.2017.8391941
- V. C. Sontake and V. R. Kalamkar, “Solar photovoltaic water pumping system—A comprehensive review,” in Renewable and Sustainable Energy Reviews, vol. 59, pp. 1038–1067, Jun. 2016.
- S. Chandel, M. N. Naik, and R. Chandel, “Review of solar photovoltaic water pumping system technology for irrigation and community drinking water supplies,” in Renewable and Sustainable Energy Reviews, vol. 49, no. 9, pp. 1084–1099, May 2015.