An intelligent hybrid interfacing converter of fuel cell powered telecom loads for efficient power conversion
| Autor: | Vijayakumar Krishnasamy, Kaleeswari Muthusamy, Rajvir Kaur, Madheswaran Muthusamy |
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| Rok vydání: | 2021 |
| Předmět: |
General Computer Science
Computer science business.industry Reliability (computer networking) Particle swarm optimization PID controller 020206 networking & telecommunications 02 engineering and technology Power (physics) Control and Systems Engineering Interfacing Control theory Genetic algorithm 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Diesel generator Electrical and Electronic Engineering Telecommunications business |
| Zdroj: | Computers & Electrical Engineering. 90:106941 |
| ISSN: | 0045-7906 |
| DOI: | 10.1016/j.compeleceng.2020.106941 |
| Popis: | This paper is a step towards ‘green telecom tower’ by eliminating the diesel generator from telecom power supply. The fuel cell based power supply has been proposed for telecom towers in remote and rural areas. The challenge of meeting the prerequisite of telecom power supply which are reliability and regulated DC distribution bus voltage in the environment of fuel cell is addressed by proposing the intelligent hybrid controller. The proposed controller has inherited the best characteristics from linear and non-linear controller. The controller is easy and inexpensive to design and implement as well as has robust response against source side disturbance (fluctuating output voltage of fuel cell) and load side disturbance (varying telecommunication signal traffic). Meta-heuristic algorithms has been implemented to tune the PID based intelligent hybrid controller without the need of extensive mathematical modeling of the complete system. A modified adaptive real-value coded genetic algorithm has been proposed to enhance the performance of the controller which is tested against other algorithms such as genetic algorithm, particle swarm optimization and gray wolf optimization. The extensive analysis and simulation has been carried out to validate the performance of the intelligent hybrid controller for fuel cell based power supply to telecom towers. |
| Databáze: | OpenAIRE |
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