TY - BOOK ID - 33059614 TI - IMPROVE - Innovative Modelling Approaches for Production Systems to Raise Validatable Efficiency : Intelligent Methods for the Factory of the Future AU - Niggemann, Oliver AU - Niggemann, Oliver. AU - Schüller, Peter. PY - 2018 SN - 3662578042 3662578050 PB - Berlin, Heidelberg Springer Nature DB - UniCat KW - Engineering. KW - Input-output equipment (Computers). KW - Robotics. KW - Automation. KW - Quality control. KW - Reliability. KW - Industrial safety. KW - Quality Control, Reliability, Safety and Risk. KW - Robotics and Automation. KW - Input/Output and Data Communications. KW - Industrial accidents KW - Industries KW - Job safety KW - Occupational hazards, Prevention of KW - Occupational health and safety KW - Occupational safety and health KW - Prevention of industrial accidents KW - Prevention of occupational hazards KW - Safety, Industrial KW - Safety engineering KW - Safety measures KW - Safety of workers KW - Accidents KW - System safety KW - Dependability KW - Trustworthiness KW - Conduct of life KW - Factory management KW - Industrial engineering KW - Reliability (Engineering) KW - Sampling (Statistics) KW - Standardization KW - Quality assurance KW - Quality of products KW - Automatic factories KW - Automatic production KW - Computer control KW - Engineering cybernetics KW - Factories KW - Mechanization KW - Assembly-line methods KW - Automatic control KW - Automatic machinery KW - CAD/CAM systems KW - Robotics KW - Automation KW - Machine theory KW - Computer hardware KW - Computer I/O equipment KW - Computers KW - Electronic analog computers KW - Electronic digital computers KW - Hardware, Computer KW - I/O equipment (Computers) KW - Input equipment (Computers) KW - Input-output equipment (Computers) KW - Output equipment (Computers) KW - Computer systems KW - Construction KW - Industrial arts KW - Technology KW - Prevention KW - Input-output equipment KW - System safety. KW - Data transmission systems. KW - Data communication systems KW - Transmission of data KW - Digital communications KW - Electronic data processing KW - Electronic systems KW - Information theory KW - Telecommunication systems KW - Safety, System KW - Safety of systems KW - Systems safety KW - Industrial safety KW - Systems engineering KW - Engineering KW - Quality control KW - Reliability UR - https://www.unicat.be/uniCat?func=search&query=sysid:33059614 AB - This open access work presents selected results from the European research and innovation project IMPROVE which yielded novel data-based solutions to enhance machine reliability and efficiency in the fields of simulation and optimization, condition monitoring, alarm management, and quality prediction. The Editors Prof. Dr. Oliver Niggemann is Professor for Artificial Intelligence in Automation. His research interests are in the fields of machine learning and data analysis for Cyber-Physical Systems and in the fields of planning and diagnosis of distributed systems. He is a board member of the research institute inIT and deputy director at the Fraunhofer Application Center Industrial Automation INA located in Lemgo. Dr. Peter Schüller is postdoctoral researcher at Technische Universität Wien. His research interests are hybrid reasoning systems that combine Knowledge Representation and Machine Learning and applications in the fields of Cyber-Physical systems and Natural Language Processing. ER -