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These are the proceedings of the 2nd International Conference on Green Power, Materials and Manufacturing Technology and Applications (GPMMTA2012), held in Kunming (China) on July 17-19 th 2012. The conference served as a platform for the exchange of expertise, and drew the attention of researchers from the disciplines of Sustainable Power, Sustainable Materials, Green Manufacturing Technology and Applications, etc. Review from Book News Inc.: Scientists and engineers, along with company managers explore developments in generating sustainable power. The 181 papers cover materials engineering a

Sustainable development --- Green technology --- Technological innovations --- Environmental protection --- Environmental aspects --- Breakthroughs, Technological --- Innovations, Industrial --- Innovations, Technological --- Technical innovations --- Technological breakthroughs --- Technological change --- Earth-friendly technology --- Environmental technology --- Creative ability in technology --- Inventions --- Domestication of technology --- Innovation relay centers --- Research, Industrial --- Technology transfer --- Technology --- Clean energy industries --- Renewable energy sources --- Manufacturing processes --- Materials science --- Industrial applications --- Green power --- Manufacturing technology. --- E-books --- Material science --- Physical sciences --- Industrial processing --- Manufacture --- Process engineering (Manufactures) --- Processes, Manufacturing --- Processing, Industrial --- Production processes --- Industrial arts --- Production engineering --- Machine-tools --- Materials --- Green energy industries --- Energy industries

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This book focuses on the deep learning technologies and their applications in the catenary detection of high-speed railways. As the only source of power for high-speed trains, the catenary's service performance directly affects the safe operation of high-speed railways. This book systematically shows the latest research results of catenary detection in high-speed railways, especially the detection of catenary support component defect and fault. Some methods or algorithms have been adopted in practical engineering. These methods or algorithms provide important references and help the researcher, scholar, and engineer on pantograph and catenary technology in high-speed railways. Unlike traditional detection methods of catenary support component based on image processing, some advanced methods in the deep learning field, including convolutional neural network, reinforcement learning, generative adversarial network, etc., are adopted and improved in this book. The main contents include the overview of catenary detection of electrified railways, the introduction of some advance of deep learning theories, catenary support components and their characteristics in high-speed railways, the image reprocessing of catenary support components, the positioning of catenary support components, the detection of defect and fault, the detection based on 3D point cloud, etc.

Railroad engineering. --- Machine learning. --- Signal processing. --- Quantitative research. --- Transportation engineering. --- Traffic engineering. --- Artificial intelligence. --- Rail Vehicles. --- Machine Learning. --- Signal, Speech and Image Processing . --- Data Analysis and Big Data. --- Transportation Technology and Traffic Engineering. --- Artificial Intelligence. --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Engineering, Traffic --- Road traffic --- Street traffic --- Traffic, City --- Traffic control --- Traffic regulation --- Urban traffic --- Highway engineering --- Transportation engineering --- Civil engineering --- Engineering --- Data analysis (Quantitative research) --- Exploratory data analysis (Quantitative research) --- Quantitative analysis (Research) --- Quantitative methods (Research) --- Research --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Learning, Machine --- Artificial intelligence --- Engineering, Railroad --- Railroads --- Deep learning (Machine learning) --- Fault location (Engineering) --- High speed trains. --- Bullet trains --- Metroliners --- Trains, High speed --- Turbotrains --- High speed ground transportation --- Railroad trains --- Location of system faults --- System fault location (Engineering) --- Dynamic testing --- Learning, Deep (Machine learning) --- Iterative methods (Mathematics) --- Machine learning

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This book focuses on the deep learning technologies and their applications in the catenary detection of high-speed railways. As the only source of power for high-speed trains, the catenary's service performance directly affects the safe operation of high-speed railways. This book systematically shows the latest research results of catenary detection in high-speed railways, especially the detection of catenary support component defect and fault. Some methods or algorithms have been adopted in practical engineering. These methods or algorithms provide important references and help the researcher, scholar, and engineer on pantograph and catenary technology in high-speed railways. Unlike traditional detection methods of catenary support component based on image processing, some advanced methods in the deep learning field, including convolutional neural network, reinforcement learning, generative adversarial network, etc., are adopted and improved in this book. The main contents include the overview of catenary detection of electrified railways, the introduction of some advance of deep learning theories, catenary support components and their characteristics in high-speed railways, the image reprocessing of catenary support components, the positioning of catenary support components, the detection of defect and fault, the detection based on 3D point cloud, etc.

Electronics --- Transport. Traffic --- Programming --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- signal processing --- verkeer --- programmeren (informatica) --- transport --- KI (kunstmatige intelligentie) --- signaalprocessoren --- signaalverwerking --- AI (artificiële intelligentie)

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Proceedings of the 2013 International Conference on Electrical and Information Technologies for Rail Transportation (EITRT2013) collects the latest research in this field, including a wealth of state-of-the-art research theories and applications in intelligent computing, information processing, communication technology, automatic control, etc. The objective of the proceedings is to provide a major interdisciplinary forum for researchers, engineers, academics and industrial professionals to present the most innovative research on and developments in the field of rail transportation electrical and information technologies. Contributing authors from academia, industry and the government also offer inside views of new, interdisciplinary solutions.

Electric railroads -- Congresses. --- Energy. --- Railroads -- Information technology -- Congresses. --- Transportation. --- Mechanical Engineering --- Engineering & Applied Sciences --- Mechanical Engineering - General --- Electric railroads --- Railroads --- Force and energy. --- Power (Mechanics) --- Power resources. --- Information technology --- Public transportation --- Transport --- Transportation --- Transportation, Primitive --- Transportation companies --- Transportation industry --- Conservation of energy --- Correlation of forces --- Energy --- Iron horses (Railroads) --- Lines, Railroad --- Rail industry --- Rail lines --- Rail transportation --- Railroad industry --- Railroad lines --- Railroad transportation --- Railway industry --- Railways --- Electric street-railroads --- Railroads, Electric --- Energy resources --- Power supply --- Economic aspects --- Production of electric energy or. --- Information systems. --- Power Electronics, Electrical Machines and Networks. --- Information Systems and Communication Service. --- Natural resources --- Energy harvesting --- Energy industries --- Mechanics --- Locomotion --- Commerce --- Communication and traffic --- Storage and moving trade --- Physics --- Dynamics --- Concessions --- Public utilities --- Trusts, Industrial --- Electricity in transportation --- Street-railroads --- Electrification --- Power electronics. --- Computers. --- Automatic computers --- Automatic data processors --- Computer hardware --- Computing machines (Computers) --- Electronic brains --- Electronic calculating-machines --- Electronic computers --- Hardware, Computer --- Computer systems --- Cybernetics --- Machine theory --- Calculators --- Cyberspace --- Electronics, Power --- Electric power --- Electronics