Title :
A connectionist model algorithm based on probabilistic causal network
Author :
Dong, Song ; Lin, Pei
Author_Institution :
Sch. of Aeronaut., Northwestern Polytech. Univ., Xi´´an
Abstract :
For the difficult problem of multi-level, multi-node complicated causal network reasoning, the thesis puts forward the competition-based connectionist model resolving algorithm based on probabilistic causal network, the algorithm gives a good solution for fault diagnosis model based on the probabilistic causal network, and verifies the superiority and engineering utility for this arithmetic by solving the probabilistic causal model of electronic fault diagnosis on the wings of Boeing 777.
Keywords :
diagnostic reasoning; fault diagnosis; neural nets; Boeing 777 wings; competition-based connectionist model resolving algorithm; electronic fault diagnosis; fault diagnosis model; multi-level multi-node complicated causal network reasoning; probabilistic causal network; Arithmetic; Fault diagnosis;
Conference_Titel :
Systems and Control in Aerospace and Astronautics, 2008. ISSCAA 2008. 2nd International Symposium on
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-3908-9
Electronic_ISBN :
978-1-4244-2386-6
DOI :
10.1109/ISSCAA.2008.4776337