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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 12 / Book One

Model-Based Sensor Diagnosis: When Monitoring Should be Monitored

February 1, 2023

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Authors

Joël Milgram

DOI:


Abstract:

A complex industrial plant, such as a nuclear power plant, is monitored thanks to a number of sensors. The instrumentation may be itself a complex system liable to failures. We propose a model-based sensor diagnosis system which relies on the topological description of the plant and on a set of component models. This model implicitly conceals relations involving only sensor data. Such relations must always be verified if components behave normally; thus, the detection task consists of verifying these relations. So, this work is a first step in extending the scope of model-based diagnosis, since we question here the information stemming from the plant and normally considered as safe. As further studies, we wish to monitor this detection system itself; i.e., whenever the instrumentation is supposed to behave correctly, non-verified constraints point out to errors in the plant model.

Topics: AAAI

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HOW TO CITE:

Joël Milgram Model-Based Sensor Diagnosis: When Monitoring Should be Monitored Proceedings of the AAAI Conference on Artificial Intelligence, 12 (1994) 1476.

Joël Milgram Model-Based Sensor Diagnosis: When Monitoring Should be Monitored AAAI 1994, 1476.

Joël Milgram (1994). Model-Based Sensor Diagnosis: When Monitoring Should be Monitored. Proceedings of the AAAI Conference on Artificial Intelligence, 12, 1476.

Joël Milgram. Model-Based Sensor Diagnosis: When Monitoring Should be Monitored. Proceedings of the AAAI Conference on Artificial Intelligence, 12 1994 p.1476.

Joël Milgram. 1994. Model-Based Sensor Diagnosis: When Monitoring Should be Monitored. "Proceedings of the AAAI Conference on Artificial Intelligence, 12". 1476.

Joël Milgram. (1994) "Model-Based Sensor Diagnosis: When Monitoring Should be Monitored", Proceedings of the AAAI Conference on Artificial Intelligence, 12, p.1476

Joël Milgram, "Model-Based Sensor Diagnosis: When Monitoring Should be Monitored", AAAI, p.1476, 1994.

Joël Milgram. "Model-Based Sensor Diagnosis: When Monitoring Should be Monitored". Proceedings of the AAAI Conference on Artificial Intelligence, 12, 1994, p.1476.

Joël Milgram. "Model-Based Sensor Diagnosis: When Monitoring Should be Monitored". Proceedings of the AAAI Conference on Artificial Intelligence, 12, (1994): 1476.

Joël Milgram. Model-Based Sensor Diagnosis: When Monitoring Should be Monitored. AAAI[Internet]. 1994[cited 2023]; 1476.


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