Development of intelligent systems for researchers, engineers and scientists

Intelligence is the science of mimicking human mental faculties in a computer. Knowledge-based systems, computational intelligence and their hybrids are collectively referred as intelligent systems which are directed towards building such a machine and improving our understanding of intelligence. Thus, ultimate achievement would be to construct a machine that can mimic or exceed human mental capabilities including understanding, imagination, recognition, creativity and emotions. Objective of this paper is to provide knowledge, understanding of intelligence and artificial intelligence techniques. This advanced course emphasis on the development of intelligent systems, knowledge-based expert systems; rule-based intelligent system implementation and fuzzy logic based intelligent machine control system. Practical case studies such as intelligent system development on airbag deployment decision, solid waste bin and truck monitoring, dSPACE-Based inverter controller and energy management system (EMS) for hybrid electric vehicle have been demonstrated in this paper. Good understanding of the all these aspects of artificial intelligences will help the engineers to find the appropriate solution of the problems.