Design of Multi-Objective-Based Artificial Intelligence Controller for Wind/Battery-Connected Shunt Active Power Filter

• Published in: Algorithms Vol. 15; no. 8; p. 256
• Main Authors: Koganti, Srilakshmi, Koganti, Krishna Jyothi, Salkuti, Surender Reddy
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.08.2022
• Subjects: Analysis; Artificial intelligence; Artificial neural networks; Batteries; battery storage; Case studies; Control algorithms; Controllers; Design; Electric filters; Electric potential; Energy storage; Fuel cells; Fuzzy control; Fuzzy logic; Harmonic distortion; High pass filters; Internet of Things; Literature reviews; Load fluctuation; Low pass filters; Nonlinear control; Optimization; Phase locked loops; Power electronics; Power factor; power quality; Proportional integral; Renewable energy sources; Self tuning; Synchronism; total harmonic distortion; Unbalance; Voltage; Waveforms; Wavelet transforms; Wind power; Wind power generation; Wind speed
• ISSN: 1999-4893; 1999-4893
• DOI: 10.3390/a15080256

Nowadays, the integration of renewable energy sources such as solar, wind, etc. into the grid is recommended to reduce losses and meet demands. The application of power electronics devices (PED) to control non-linear, unbalanced loads leads to power quality (PQ) issues. This work presents a hybrid c...