Fuzzy based optimal switching angle-PWM controller for 27-level asymmetric multi-level inverter

Author:

Varghese Lijo Jacob1,Sira Jacob Suma1,Banumathi S.2,Ravi Logesh3,Vairavasundaram Subramaniyaswamy4,Jacob Raglend I.5

Affiliation:

1. Christian College of Engineering and Technology, Oddanchatram, Dindigul, India

2. Department of Electrical and Electronics Engineering, M.Kumarasamy College of Engineering, Karur, India

3. Sri Ramachandra Faculty of Engineering and Technology, Sri Ramachandra Institute of Higher Education and Research, Chennai, India

4. School of Computing, SASTRA Deemed University, Thanjavur, India

5. School of Electrical Engineering, Vellore Institute of Technology, Vellore, India

Abstract

This work aims to improve the operation of multi-level inverter with reduced switching losses, thereby propose a new structure for an MLI with a reduced component count. A 27-level asymmetric Multi Level Inverter (MLI) with a minimal number of static switches is considered as a test system. The proposed MLI is developed with three input DC sources and thirteen power electronic switches. The hardware prototype is developed for 40 V and 3.5 A output. The control logic is developed in dsPIC30F410 controller. The main objective of this work is to effectively bring down the Total Harmonic Distortion (THD) of the resulting output voltage by analyzing the harmonic spectrum of the proposed MLI configuration with various low frequencies switching techniques and optimizing their switching angles and to choose an appropriate switching state using fuzzy logic controller (FLC). The proposed FLC covers wide range of operating conditions i.e. 10 switching states and variables 9*9 rules to predict the suitable switching angel. The performance metrics of the proposed structure of 27-level MLI has been evaluated upon simulation results and experimental results based on hardware prototype. The comparative study also carried out with the recent MLI topologies.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Selective harmonic elimination in Novel 27-level trinary DC source inverter using optimization algorithm for hybrid renewable energy sources;Electrical Engineering;2024-06-28

2. A comprehensive survey on reduced switch count multilevel inverter topologies and modulation techniques;Journal of Electrical Systems and Information Technology;2023-01-13

3. An Improved Artificial Neural Network-Based Approach for Total Harmonic Distortion Reduction in Cascaded H-Bridge Multilevel Inverters;IEEE Access;2023

4. Fault Detection and Torque Control in BLDC Motor using AI;2022 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES);2022-07-15

5. A Multiport DC-DC Converter for Plug-in Electric Vehicle Charging with Photovoltaic and Fuel Cell Technology;2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE);2022-04-28

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