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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | PSO – ACO PID Techniques for stability enhancement |
| Authors Name: | Prabha Thakur , Jaya Mishra , Chaman Yadav , Kushal Tiwari |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_180097
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| Published Paper Id: | IJNRD1805013 |
| Published In: | Volume 3 Issue 6, June-2018 |
| DOI: | |
| Abstract: | This paper Present to design method for determining the optimal proportional-integral-derivative (PID) controller parameters of an Automatic Voltage Regulator (AVR) system using the particle swarm optimization (PSO) algorithm and Ant Colony Optimization(ACO). The design goal is to minimize transient response by minimizing overshoot, settling time and rise time of step response. The proposed approach had superior features, including easy implementation, stable convergence characteristic, and good computational efficiency. Fast tuning of optimum PID controller parameters yields high-quality solution. First an objective function is defined, and then by minimizing the objective functions using real-coded ACO and PSO, the optimal controller parameters can be assigned. Compare the result of step response of AVR system by using Particle Swarm Optimization (PSO) and Ant Colony Optimization(ACO). The obtained result of the closed loop PSO-PID and ACO-PID controller response to the unit step input signal shows excellent performance of the PID controller. |
| Keywords: | AVR system, Feedback System, Optimization, PID controller, PSO and ACO. |
| Cite Article: | "PSO – ACO PID Techniques for stability enhancement", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.3, Issue 6, page no.64-66, June-2018, Available :http://www.ijnrd.org/papers/IJNRD1805013.pdf |
| Downloads: | 000114579 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD1805013 Registration ID: 180097 Published In: Volume 3 Issue 6, June-2018 DOI (Digital Object Identifier): Page No: 64-66 Country: BALOD, CHHATTISHGARH, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD1805013 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD1805013 |
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ISSN: 2456-4184
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