TS-Fuzzy Controllers based Vector Control of Induction Motor for Water Pumping System fed by Hybrid Standalone PV-Wind-Battery

Authors

  • Vaibhavi M. Parmar, Dharmishta V. Makwana, Nilam B. Panchal, Mehulsinh G. Jadeja, Rinal K. Ahir, Vaishali K. Patel

Keywords:

Induction Motor Drive, Direct Torque Control, LSTM-ANN Controller, Space Vector Modulation

Abstract

Water pumping systems play a vital role in modern daily activities and can reduce pollution by utilizing renewable energy sources. Implementing standby power using hybrid renewable sources can ease peak demand on the electric grid. Common sources include wind and photovoltaic systems, requiring energy storage due to their intermittent nature. Integrating batteries and converters ensures uninterrupted water supply. Installing generators on water tanks or buildings in urban or rural areas optimizes space. However, efficient operation requires coordinated energy management. A proposed centralized approach employs PMDC generators for wind and induction motors for pumps. Maximum power point trackers optimize energy utilization, with a bidirectional dc-dc circuit regulating battery voltage. Sensor less vector control and Takagi Sugeno Fuzzy controllers enhance system efficiency, demonstrated using OPAL-RT Hardware-in-Loop systems. This approach aims to optimize water pumping efficiency while reducing reliance on the electric grid in both urban and rural areas with limited space.

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Published

02.06.2024

How to Cite

Vaibhavi M. Parmar. (2024). TS-Fuzzy Controllers based Vector Control of Induction Motor for Water Pumping System fed by Hybrid Standalone PV-Wind-Battery. International Journal of Intelligent Systems and Applications in Engineering, 12(3), 3986–3994. Retrieved from https://ijisae.org/index.php/IJISAE/article/view/6101

Issue

Vol. 12 No. 3 (2024)

Section

Research Article

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