Fault Diagnosis of a Vehicle Cylinder Head, an AI Approach.- Development of a Data-Driven Predictive Maintenance Framework for Centrifugal Pumps.- Parameter Identification of Empirical Models for Head Estimation of Electrical Submersible Pumps used for Dual-phase Petroleum Fluids.- Design and Development of an Autonomous Solar Panel Cleaning Robot to Enhance Photovoltaic Efficiency.- Interactive Human-Robot Integration: Enhancing Communication and Movement with AI-Driven Responses.- Road Guardian: A Technology for Preventing Impaired Driving.- Genetic Algorithm Based Stabilization of Rotary Inverted Pendulum by State Feedback.