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Finding the odd-one-out in fleets of mechatronic systems using embedded intelligent agents

Byttner, Stefan, Rögnvaldsson, Thorsteinn, Svensson, Magnus
2010

Konferensbidrag (Refereegranskat)

Abstract:

With the introduction of low-cost wireless communication many new applications have been made possible; applications where systems can collaboratively learn and get wiser without human supervision. One potential application is automated monitoring for fault isolation in mobile mechatronic systems such as commercial vehicles. The paper proposes an agent design that is based on uploading software agents to a fleet of mechatronic systems. Each agent searches for interesting state representations of a system and reports them to a central server application. The states from the fleet of systems can then be used to form a consensus from which it can be possible to detect deviations and even locating a fault.

Nyckelord: Agent design; Automated monitoring; Central servers; Commercial vehicles; Fault isolation; Human supervision; Mechatronic systems; New applications; Potential applications; State representation; Wireless communications

Citera: Byttner, Stefan, Rögnvaldsson, Thorsteinn & Svensson, Magnus, Finding the odd-one-out in fleets of mechatronic systems using embedded intelligent agents, Embedded reasoning : intelligence in embedded systems : papers from the AAAI Spring Symposium., s. 17-19, 2010