Computational Intelligence in Sustainable Reliability Engineering

6Applications of Artificial Intelligence in Sustainable Energy Development and Utilization

Aditya Kolakoti^1*, Prasadarao Bobbili², Satyanarayana Katakam³, Satish Geeri⁴ and Wasim Ghder Soliman⁵

¹Department of Mechanical Engineering, Raghu Engineering College, Visakhapatnam, India

²Department of Electrical & Electronics Engineering, Vignan’s Institute of Information Technology, Visakhapatnam, India

³Department of Mechanical Engineering, ANITS Engineering College, Visakhapatnam, India

⁴Department of Mechanical Engineering, Pragati Engineering College, Kakinada, India

⁵Department of Industrial Automation Engineering, Faculty of Technical Engineering, Tartous University, Tartus, Syria

Abstract

Clean energy and the environment are considered as the most influential parameters to promote sustainable development. However, with the increase in the global population, the consumption of energy sources from the nonrenewable category is increasing rapidly. On the other hand, with the utilization of nonrenewable energy sources like petro-diesels, environmental air pollution is also increasing. To combat the energy and environmental crises, clean and renewable fuels like biofuels are popular as a petrodiesel replacement fuels. Biofuels can be obtained from different feedstocks, and they are successfully tested in diesel engines. However, during their production and engine testing, several parameters influence their output results. The accurate prediction of end results is considered a challenge ...