Performance Analysis of BLDC Motor Drive using New Simulation Model with Fuzzy and ANFIS Speed Controllers

Performance Analysis of BLDC Motor Drive using New Simulation Model with Fuzzy and ANFIS Speed Controllers

C. Subba Rami Reddy

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M. Surya Kalavathi

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α Jawaharlal Nehru Technological University, Hyderabad

Performance Analysis of BLDC Motor Drive using New Simulation Model with Fuzzy and ANFIS Speed Controllers

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Abstract

This paper presents the mathematical model of the brushless DC (BLDC) motor drive fed by the hysteresis current controlled inverter, which is designed using the new switching function concept. The developed simulation model is applied with the fuzzy logic controller (FLC) and adaptive neuro fuzzy inference system (ANFIS) controller as speed controllers to enhance the performance of the BLDC motor drive system. The complementary strengths of FLC and neural networks are combined together to obtain the ANFIS controller. The ANFIS controller is trained by the data of closed loop BLDC motor drive system simulated with PI controller. The ANFIS controller avoids the selection of fuzzy control rules and tuning of membership functions in the manual manner as done in FLC. A comparative study of different performance specifications is proposed between FLC and ANFIS speed controller as applied to the BLDC motor drive system. The simulation results show that the ANFIS controller is more effective as compared to FLC during most of the operating conditions considered.

References

22 Cites in Article

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Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

C. Subba Rami Reddy. 2014. \u201cPerformance Analysis of BLDC Motor Drive using New Simulation Model with Fuzzy and ANFIS Speed Controllers\u201d. Global Journal of Research in Engineering - F: Electrical & Electronic GJRE-F Volume 14 (GJRE Volume 14 Issue F4): .

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GJRE Volume 14 Issue F4
Pg. 13- 20

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Keywords

ANFIS controller BLDC motor FLC performance specifications switching function

Submission ReceivedDecember 6, 2013
Peer Review Double Blind
Handling Editor
Accepted January 2, 2014
Published January 15, 2014

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v1.2

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June 29, 2014

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Article Matrices

Total Score: 102

Country: India

Subject: Global Journal of Research in Engineering - F: Electrical & Electronic

Authors: C. Subba Rami Reddy, M. Surya Kalavathi (PhD/Dr. count: 0)

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Publish Date: 2014 06, Sun

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Total Views: 4638

Total Downloads: 2392

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