Journals Information
Universal Journal of Control and Automation(CEASE PUBLICATION) Vol. 2(2), pp. 58 - 64
DOI: 10.13189/ujca.2014.020202
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Design and Analysis of Neuro Fuzzy Logic PD Controller for PWM-Based Switching Converter
Faridoon Shabaninia *, Shadi Pouyanfar , Seyed Hamidreza Abbasi
School of Electrical and Computer Engineering, Shiraz University, Iran
ABSTRACT
This paper describes the Neuro-Fuzzy logic based controller design for the buck DC-DC converters. As it is obvious form the previous type of controllers (conventional PID) for such converters which have been designed under the worst case condition for high load and lowest line condition, they present a lower loop in band width, and the system response is sluggish. In this regard, since the neural networks have powerful learning capabilities, optimization abilities, and adaptation, in this paper the design and analysis for a Neuro-Fuzzy PWM based PD controller is proposed. Lastly, In order to show that the Neuro logic based PD controller provides robust control for non-linear power electronics variable switching structure such as the dc-dc buck converter, MATLAB Simulink software is employed to confirm the corresponding results validity.
KEYWORDS
Neuro Fuzzycontroller, PD Controller, PWM-Switching Convertor, DC-DC Buck Convertor
Cite This Paper in IEEE or APA Citation Styles
(a). IEEE Format:
[1] Faridoon Shabaninia , Shadi Pouyanfar , Seyed Hamidreza Abbasi , "Design and Analysis of Neuro Fuzzy Logic PD Controller for PWM-Based Switching Converter," Universal Journal of Control and Automation(CEASE PUBLICATION), Vol. 2, No. 2, pp. 58 - 64, 2014. DOI: 10.13189/ujca.2014.020202.
(b). APA Format:
Faridoon Shabaninia , Shadi Pouyanfar , Seyed Hamidreza Abbasi (2014). Design and Analysis of Neuro Fuzzy Logic PD Controller for PWM-Based Switching Converter. Universal Journal of Control and Automation(CEASE PUBLICATION), 2(2), 58 - 64. DOI: 10.13189/ujca.2014.020202.