Nonlinear Approaches in Engineering Applications: Automotive Applications of Engineering Problems

Description

This book focuses on the latest applications of nonlinear approaches in engineering and addresses a range of scientific problems. Examples focus on issues in automotive technology, including automotive dynamics, control for electric and hybrid vehicles, and autodriver algorithm for autonomous vehicles. Also included are discussions on renewable energy plants, data modeling, driver-aid methods, and low-frequency vibration. Chapters are based on invited contributions from world-class experts who advance the future of engineering by discussing the development of more optimal, accurate, efficient, cost, and energy effective systems. This book is appropriate for researchers, students, and practising engineers who are interested in the applications of nonlinear approaches to solving engineering and science problems. Presents a broad range of practical topics and approaches;Explains approaches to better, safer, and cheaper systems;Emphasises automotive applications, physical meaning, and methodologies. Front Matter ....Pages i-xxxvi Front Matter ....Pages 1-1 Vehicles Are Lazy: On Predicting Vehicle Transient Dynamics by Steady-State Responses (Sina Milani, Hormoz Marzbani, Ali Khazaei, Reza N. Jazar)....Pages 3-38 Artificial Intelligence and Internet of Things for Autonomous Vehicles (Hamid Khayyam, Bahman Javadi, Mahdi Jalili, Reza N. Jazar)....Pages 39-68 Nonlinear Drilling Dynamics with Considerations of Stochastic Friction and Axial and Tangential Coupling (Jialin Tian, Yinglin Yang, Liming Dai, Lin Yang)....Pages 69-112 Nonlinear Modeling Application to Micro-/Nanorobotics (Ali Ghanbari, Mohsen Bahrami)....Pages 113-140 The Nonlinear Pattern of Sea Levels: A Case Study of North America (Alberto Boretti)....Pages 141-168 Front Matter ....Pages 169-169 Illustrated Guidelines for Modelling and Dynamic Simulation of Linear and Non-linear Deterministic Engineering Systems (Pavel M. Trivailo, Hamid Khayyam, Reza N. Jazar)....Pages 171-272 On the Description of Large Deformation in Curvilinear Coordinate Systems: Application to Thick-Walled Cylinders (Monir Takla)....Pages 273-306 Big Data Modeling Approaches for Engineering Applications (Bryn Crawford, Hamid Khayyam, Abbas S. Milani, Reza N. Jazar)....Pages 307-365 Genetic Programming Approaches in Design and Optimization of Mechanical Engineering Applications (Hamid Khayyam, Ali Jamali, Hirad Assimi, Reza N. Jazar)....Pages 367-402 Optimization of Dynamic Response of Cantilever Beam by Genetic Algorithm (Javad Zolfaghari)....Pages 403-448 Back Matter ....Pages 449-458