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Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot

Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot PDF Author: Alaa Abdulhady Jaber
Publisher: Springer
ISBN: 331944932X
Category : Technology & Engineering
Languages : en
Pages : 302

Book Description
This thesis introduces a successfully designed and commissioned intelligent health monitoring system, specifically for use on any industrial robot, which is able to predict the onset of faults in the joints of the geared transmissions. However the developed embedded wireless condition monitoring system leads itself very well for applications on any power transmission equipment in which the loads and speeds are not constant, and access is restricted. As such this provides significant scope for future development. Three significant achievements are presented in this thesis. First, the development of a condition monitoring algorithm based on vibration analysis of an industrial robot for fault detection and diagnosis. The combined use of a statistical control chart with time-domain signal analysis for detecting a fault via an arm-mounted wireless processor system represents the first stage of fault detection. Second, the design and development of a sophisticated embedded microprocessor base station for online implementation of the intelligent condition monitoring algorithm, and third, the implementation of a discrete wavelet transform, using an artificial neural network, with statistical feature extraction for robot fault diagnosis in which the vibration signals are first decomposed into eight levels of wavelet coefficients.

Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot

Design of an Intelligent Embedded System for Condition Monitoring of an Industrial Robot PDF Author: Alaa Abdulhady Jaber
Publisher: Springer
ISBN: 331944932X
Category : Technology & Engineering
Languages : en
Pages : 302

Book Description
This thesis introduces a successfully designed and commissioned intelligent health monitoring system, specifically for use on any industrial robot, which is able to predict the onset of faults in the joints of the geared transmissions. However the developed embedded wireless condition monitoring system leads itself very well for applications on any power transmission equipment in which the loads and speeds are not constant, and access is restricted. As such this provides significant scope for future development. Three significant achievements are presented in this thesis. First, the development of a condition monitoring algorithm based on vibration analysis of an industrial robot for fault detection and diagnosis. The combined use of a statistical control chart with time-domain signal analysis for detecting a fault via an arm-mounted wireless processor system represents the first stage of fault detection. Second, the design and development of a sophisticated embedded microprocessor base station for online implementation of the intelligent condition monitoring algorithm, and third, the implementation of a discrete wavelet transform, using an artificial neural network, with statistical feature extraction for robot fault diagnosis in which the vibration signals are first decomposed into eight levels of wavelet coefficients.

Intelligent Agriculture

Intelligent Agriculture PDF Author: Gonzalo Maldonado-Guzmán
Publisher: Emerald Group Publishing
ISBN: 1789738458
Category : Technology & Engineering
Languages : en
Pages : 208

Book Description
Intelligent Agriculture presents a real case study on the development of a state-of-the-art technology, the Wireless Sensor Network (WSN), which intends to address fundamental and very current challenges in the agriculture sector using benchmark analysis of the WSN against other similar technologies.

Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023)

Proceedings of the UNIfied Conference of DAMAS, IncoME and TEPEN Conferences (UNIfied 2023) PDF Author: Andrew D. Ball
Publisher: Springer Nature
ISBN: 303149413X
Category :
Languages : en
Pages : 1219

Book Description


Embedded Robotics

Embedded Robotics PDF Author: Thomas Bräunl
Publisher: Springer Science & Business Media
ISBN: 3540705333
Category : Computers
Languages : en
Pages : 536

Book Description
"This book presents a unique examination of mobile robots and embedded systems, from introductory to intermediate level. It is structured in three parts, dealing with Embedded Systems (hardware and software design, actuators, sensors, PID control, multitasking), Mobile Robot Design (driving, balancing, walking, and flying robots), and Mobile Robot Applications (mapping, robot soccer, genetic algorithms, neural networks, behavior-based systems, and simulation)." "The book is organized for ease of use, with side-texts, and lots of figures, photographs, and worked example programs. A complementary web site offers free download of the RoBIOS operating system, example programs, online documentation, and a simulator." "The book is written as a text for courses in computer science, computer engineering, IT, electronic engineering, and mechatronics, as well as a guide for robot hobbyists and researchers."--BOOK JACKET.

Smart Embedded Systems

Smart Embedded Systems PDF Author: Arun Sinha
Publisher: CRC Press
ISBN: 1003810357
Category : Technology & Engineering
Languages : en
Pages : 297

Book Description
"Smart Embedded Systems: Advances and Applications" is a comprehensive guide that demystifies the complex world of embedded technology. The book journeys through a wide range of topics from healthcare to energy management, autonomous robotics, and wireless communication, showcasing the transformative potential of intelligent embedded systems in these fields. This concise volume introduces readers to innovative techniques and their practical applications, offers a comparative analysis of wireless protocols, and provides efficient resource allocation strategies in IoT-based ecosystems. With real-world examples and in-depth case studies, it serves as an invaluable resource for students and professionals seeking to harness the power of embedded technology to shape our digital future. Salient Features: 1. The book provides a comprehensive coverage of various aspects of smart embedded systems, exploring their design, implementation, optimization, and a range of applications. This is further enhanced by in-depth discussions on hardware and software optimizations aimed at improving overall system performance. 2. A detailed examination of machine learning techniques specifically tailored for data analysis and prediction within embedded systems. This complements the exploration of cutting-edge research on the use of AI to enhance wireless communications. 3. Real-world applications of these technologies are extensively discussed, with a focus on areas such as seizure detection, noise reduction, health monitoring, diabetic care, autonomous vehicles, and communication systems. This includes a deep-dive into different wireless protocols utilized for data transfer in IoT systems. 4. This book highlights key IoT technologies and their myriad applications, extending from environmental data collection to health monitoring. This is underscored by case studies on the integration of AI and IoT in healthcare, spanning topics from anomaly detection to informed clinical decision-making. Also featured is a detailed evaluation and comparison of different system implementations and methodologies. This book is an essential read for anyone interested in the field of embedded systems. Whether you're a student looking to broaden your knowledge base, researchers looking in-depth insights, or professionals planning to use this cutting-edge technology in real-world applications, this book offers a thorough grounding in the subject.

Advances in Service and Industrial Robotics

Advances in Service and Industrial Robotics PDF Author: Saïd Zeghloul
Publisher: Springer Nature
ISBN: 3030489892
Category : Technology & Engineering
Languages : en
Pages : 609

Book Description
This book gathers contributions by researchers from several countries on all major areas of robotic research, development and innovation, as well as new applications and current trends. The topics covered include: novel designs and applications of robotic systems, intelligent cooperating and service robots, advanced robot control, human-robot interfaces, robot vision systems, mobile robots, humanoid and walking robots, bio-inspired and swarm robotic systems, aerial, underwater and spatial robots, robots for ambient assisted living, medical robots and bionic prostheses, cognitive robots, cloud robotics, ethical and social issues in robotics, etc. Given its scope, the book offers a source of information and inspiration for researchers seeking to improve their work and gather new ideas for future developments. The contents reflect the outcomes of the activities of RAAD (International Conference on Robotics in Alpe-Adria-Danube Region) in 2020.

Advances in Energy Technology

Advances in Energy Technology PDF Author: Ramesh C. Bansal
Publisher: Springer Nature
ISBN: 9811614768
Category : Technology & Engineering
Languages : en
Pages : 803

Book Description
This book presents select proceedings of International Conference on Energy, Material Sciences and Mechanical Engineering (EMSME) 2020, held at National Institute of Technology Delhi. Various topics covered in this book include clean materials, solar energy systems, wind energy systems, power optimization, grid integration of renewable energy, smart energy storage technologies, artificial intelligence in solar and wind system, analysis of clean energy material in environment, converter topology, modelling and simulation. This book will be useful for researchers and professionals working in the areas of solar material science, electrical engineering, and energy technologies.

Computational Intelligence in Robotics and Automation

Computational Intelligence in Robotics and Automation PDF Author: S.S Nandhini
Publisher: CRC Press
ISBN: 1000686477
Category : Technology & Engineering
Languages : en
Pages : 260

Book Description
This book will help readers to understand the concepts of computational intelligence in automation industries, industrial IoT (IIOT), cognitive systems, data science, and Ecommerce real time applications. The book: Covers computational intelligence in automation industries, industrial IoT (IIOT) , cognitive systems and medical Imaging Discusses intelligent robotics applications with the integration of automation and artificial intelligence Covers foundations of the mathematical concepts applied in robotics and industry automation applications Provides application of artificial intelligence (AI) in the area of computational intelligence The text covers important topics including computational intelligence mathematical modeling, cognitive manufacturing in industry 4.0, artificial intelligence algorithms in robot development, collaborative robots and industrial IoT (IIoT), medical imaging, and multi-robot systems. The text will be useful for graduate students, professional and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer science. Discussing the advantages of the integrated platform of industry automation, robotics and computational intelligence, this text will be useful for graduate students, professional and academic researchers in the fields of electrical engineering, electronics and communication engineering, and computer science. It enlightens the foundations of the mathematical concepts applied in robotics and industry automation applications.

Embedded System Design in Intelligent Industrial Automation

Embedded System Design in Intelligent Industrial Automation PDF Author: Valeriy Vyatkin
Publisher:
ISBN: 9789774540295
Category : Computer integrated manufacturing systems
Languages : en
Pages : 104

Book Description


Innovation and Research – Smart Technologies & Systems

Innovation and Research – Smart Technologies & Systems PDF Author: Marcelo Zambrano Vizuete
Publisher: Springer Nature
ISBN: 3031634373
Category :
Languages : en
Pages : 391

Book Description