Artificial Intelligence
Artificial Intelligence
Fundamentals of expert systems
Annual review of computer science: vol. 3, 1988
Negotiating task decomposition and allocation using partial global planning
Distributed artificial intelligence: vol. 2
A new structural framework for parity equation-based failure detection and isolation
Automatica (Journal of IFAC)
CIM systems: an introduction to computer-integrated manufacturing
CIM systems: an introduction to computer-integrated manufacturing
CIM (computer integrated manufacturing): towards the factory of the future
CIM (computer integrated manufacturing): towards the factory of the future
Computer systems for automation and control
Computer systems for automation and control
Neural networks: applications in industry, business and science
Communications of the ACM
A qualitative physics compiler
AAAI'94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 2)
Agent theories, architectures, and languages: a survey
ECAI-94 Proceedings of the workshop on agent theories, architectures, and languages on Intelligent agents
Generating directional residuals with dynamic parity relations
Automatica (Journal of IFAC)
Agile manufacturing: forging new frontiers
Agile manufacturing: forging new frontiers
Applications of machine learning and rule induction
Communications of the ACM
Being digital
An extension of QSIM with qualitative curvature
Artificial Intelligence
Holonic manufacturing scheduling: architecture, cooperation mechanism and implementation
Computers in Industry - Special issue on manufacturing systems
Reference architecture for holonic manufacturing systems: PROSA
Computers in Industry - Special issue on manufacturing systems
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
The agile virtual enterprise: cases, metrics, tools
The agile virtual enterprise: cases, metrics, tools
Learning and diagnosis in manufacturing processes through an executable Bayesian network
IEA/AIE '00 Proceedings of the 13th international conference on Industrial and engineering applications of artificial intelligence and expert systems: Intelligent problem solving: methodologies and approaches
Swarm intelligence
End of Millennium: The Information Age: Economy, Society and Culture
End of Millennium: The Information Age: Economy, Society and Culture
Integration of Robots into CIM
Integration of Robots into CIM
What Will Be: How the New World of Information Will Change Our Lives
What Will Be: How the New World of Information Will Change Our Lives
Road Ahead
A Distributed Learning Algorithm for Bayesian Inference Networks
IEEE Transactions on Knowledge and Data Engineering
A Concept for Bionic Manufacturing Systems Based on DNA-type Information
Proceedings of the IFIP TC5 / WG5.3 Eight International PROLAMAT Conference on Human Aspects in Computer Integrated Manufacturing
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Model-Based Diagnosis or Reasoning from First Principles
IEEE Intelligent Systems
Multiagent Systems for Manufacturing Control
Multiagent Systems for Manufacturing Control
Service-Oriented Computing: Key Concepts and Principles
IEEE Internet Computing
Service-oriented device communications using the devices profile for web services
MPAC '05 Proceedings of the 3rd international workshop on Middleware for pervasive and ad-hoc computing
Building reliable systems based on self-organizing multi-agent systems
Proceedings of the 2006 international workshop on Software engineering for large-scale multi-agent systems
SRDS '06 Proceedings of the 25th IEEE Symposium on Reliable Distributed Systems
Intelligent prognostics tools and e-maintenance
Computers in Industry - Special issue: E-maintenance
PROTEUS: creating distributed maintenance systems through an integration platform
Computers in Industry - Special issue: E-maintenance
Network-Centric Collaboration and Supporting Frameworks: IFIP TC 5 WG 5.5, Seventh IFIP Working Conference on Virtual Enterprises, 25-27 September 2006, ... Federation for Information Processing)
Service-Oriented Device Communications Using the Devices Profile for Web services
AINAW '07 Proceedings of the 21st International Conference on Advanced Information Networking and Applications Workshops - Volume 01
Fault diagnosis in industry using sensor readings and case-based reasoning
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - AILS '04
Expert Systems with Applications: An International Journal
Establishing the Foundation of Collaborative Networks: IFIP TC 5 Working Group 5.5 Eighth IFIP Working Conference on Virtual Enterprises September 10-12
A model-based approach to robot fault diagnosis
Knowledge-Based Systems
Robotics and Autonomous Systems
A model-based approach to reactive self-configuring systems
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Fault identification for robot manipulators
IEEE Transactions on Robotics
A hidden Markov model-based algorithm for fault diagnosis withpartial and imperfect tests
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Paper: A survey of design methods for failure detection in dynamic systems
Automatica (Journal of IFAC)
Process fault detection based on modeling and estimation methods-A survey
Automatica (Journal of IFAC)
Embedded holonic fault diagnosis of complex transportation systems
Engineering Applications of Artificial Intelligence
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With the advent of the Internet and the progressive development and consolidation of a wide range of web standards and technologies as well as the advances in distributed artificial intelligence (DAI), namely the multi agent system concept, new opportunities have emerged for conceiving, modelling and enhancing shop floor's performance and response. Modern IT-supported production paradigms denote a common concept where the shop floor is a lively entity composed by interacting intelligent modules whose individual and collective function adapts and evolves ensuring the fitness and adequacy of the organization, owning the system, in tackling profitable but volatile business opportunities. The self-organizing and peer to peer nature of these systems renders a collective behaviour and dynamics that are fundamentally new. Conventional diagnostic methods and tools have not been designed targeting the envisioned systems therefore lack the required support. In this paper the emerging IT-based production paradigms are surveyed as well as the existing diagnostic methods whose adequacy is analysed. The resulting requirements and characteristics are exposed to stress the need for rethinking current diagnostic practices in future automation systems.