Study of Applications of Artificial Intelligence Algorithm for Analysis and Investigation of Hybrid Energy Systems to give Optimum Power Generation

2018 4th International Conference on Renewable Energy Technologies

Vyas, Ashwin^1 ; Vyas, Vibha^2

Vishwakarma Institute of Technology Pune, India^1

College of Engineering Pune, India^2

关键词: Artificial intelligence algorithms;    Hybrid energy system;    Hydro energy system;    Information domains;    Information patterns;    Mathematical equations;    Multiple-objective optimization;    Renewable energies;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/168/1/012004/pdf
DOI  :  10.1088/1755-1315/168/1/012004

来源: IOP

【 摘 要 】

Philosophy, psychology and Computer Science together contribute to Artificial Intelligence (AI). AI helps and play prime role for prediction, modelling and analysing of performance of renewable energy. It also plays vital role for study and control of various parameters for the said system. Complex rules which are the outcome of very strong mathematical equations and routines are rigid methods or approaches. On the other hand, AI based approaches are the flexible adaptive ways to learn key information patterns within information domain which is heaving multiple objective optimization algorithmic requirement. Further, hybrid energy systems are investigated which is formed by creating constructive superposition of advantages of the solar, wind and hydro energy systems. Study of simulation results is supporting the application of AI based techniques for hybrid energy resources based power generations.