ARTIFICIAL INTELLIGENCE IN POWER SYSTEMS
EOI: 10.11242/viva-tech.01.04.038
Citation
Ashwini Pawar, Amruta Dhuri, Riya Patil, Bhushan Save, "Design and Implementing of Roof Ventilator in Small Scale Industry for Future Prospective", VIVA-IJRI Volume 1, Issue 4, Article 38, pp. 1-6, 2021. Published by Computer Engineering Department, VIVA Institute of Technology, Virar, India.
Abstract
In today’s world we require a continuous & definitive supply of electricity for proper functioning in modern and advanced society. AI (AI) may be a field that was found on the idea of human intelligence where AI precisely simulates natural intelligence. AI (Artificial Intelligence) is the mixture of expert task, mundane task and formal task. Power Systems were used from the late 19th century and that they are one among the essential needs that we'd like in our modern, developing day to day life. Power systems are used for transmission and delivering the electricity to all or any machines. AI (Artificial Intelligence) plays a serious role in power systems where they solve different problems in power systems like scheduling, calculating, statistics, forecast. As AI (Artificial Intelligence) was being developed in several fields we could see the impact that it made on the facility systems also, the humanly solved mathematical functions were solved by machines and every one the tasks are performed by the machines.AI techniques became popular for solving different problems in power systems like control, planning, scheduling, forecast, etc. These techniques can affect difficult tasks faced by applications in modern large power systems with even more interconnections installed to satisfy increasing load demand. The appliance of those techniques has been successful in many areas of power grid engineering..
Keywords
AI, Artificial Neural Network, Genetic Algorithms, Power Systems, symbolic logic.
References
- Stuort Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, edition- Prentice Hall Series in Artificial Intelligence, publisher-Pearson, 20 December 2002.
- M.M.Saha, and B.Kasztenny, International Journal of Engineering Intelligent Systems, “The Special issue on AI applications to Power System Protection”, Vol.5,No.4,December 1997, pp.185-93.
- Pnevmatikakis, Chirstos Boutis, and Zamora, Artificial Intelligence and Innovation 2007, From Theory to Applications, publisherSpringer, 30 August 2008.
- Anand Hareendran.S, and Vinod Chandra S.S, Artificial Intelligence and Machine Learning.
- Warwick.K, Ekwue.A, and Aggarwal.R, Artificial intelligence in power systems, The Institution of Electrical Engineers, London (1997).
- Alander J. T., 1996, An indexed bibliography of genetic algorithm in power engineering, Power Report Series 94-1.
- El-Hawary, Mohamed E., 1998, Electric power applications of fuzzy systems, John Wiley USA.
- Kirkpatrick S., Gelatt C. D., Vecchi M. P., 1983, "Optimization by simulated annealing". Science. New Series 220, pp.671–680. Lai, Loi Lei, 1998, Intelligent system applications in power engineering: evolutionary programming and neural networks, John Willey & Sons, UK.
- Anis Ibrahim.W.R, Morcos.M.M, Artificial Intelligence and Advanced Mathematical Tools for Power Quality Applications-A survey, April 2002.
- B. Kosko, Neural Networks and Fuzzy Systems, Prentice Hall, Englewood Cliffs, NJ, U.S.A., 1992.
- Momoh James A., EL-Hawary Mohamed E., 2000, Electric systems, dynamics, and stability with artificial intelligence, Marcel Dekker, Inc. USA.
- Khedher M.Z., Fuzzy Logic in Power Engineering,, Regional Conference of CIGRE committees in Arab Countries, May 25-27 (1997), Doha, Qatar.