Bayesian Statistics for Prognostics
作者： Nam-Ho Kim , Dawn An , Joo-Ho Choi
DOI: 10.1007/978-3-319-44742-1_3
关键词: Prognostics 、 Artificial intelligence 、 Posterior probability 、 Likelihood function 、 Prior probability 、 Key (cryptography) 、 Machine learning 、 Bayesian statistics 、 Monitoring system 、 Computer science
摘要: One of key ideas in prognostics is how to utilize the information obtained from health monitoring systems order predict behavior damage; i.e., degradation.
springer.com
sci-hub.st 参考文章(10)
Athanasios Papoulis, Probability, random variables and stochastic processes ,(1965)
L.A. Zadeh, Fuzzy sets as a basis for a theory of possibility Fuzzy Sets and Systems. ,vol. 100, pp. 9- 34 ,(1999) , 10.1016/S0165-0114(99)80004-9
Chan Y Park, Nam H Kim, Raphael T Haftka, None, How coupon and element tests reduce conservativeness in element failure prediction Reliability Engineering & System Safety. ,vol. 123, pp. 123- 136 ,(2014) , 10.1016/J.RESS.2013.10.012
Aki Vehtari, David B. Dunson, Andrew Gelman, Hal S. Stern, Donald B. Rubin, John B. Carlin, Bayesian Data Analysis ,(1995)
Jon C. Helton, Roger J. Breeding, Calculation of reactor accident safety goals Reliability Engineering & System Safety. ,vol. 39, pp. 129- 158 ,(1993) , 10.1016/0951-8320(93)90038-Z
Jon C. Helton, Jay D. Johnson, William L. Oberkampf, Cédric J. Sallaberry, Representation of analysis results involving aleatory and epistemic uncertainty International Journal of General Systems. ,vol. 39, pp. 605- 646 ,(2010) , 10.1080/03081079.2010.486664
Arthur P. Dempster, Upper and Lower Probabilities Induced by a Multivalued Mapping Classic Works of the Dempster-Shafer Theory of Belief Functions. ,vol. 38, pp. 57- 72 ,(1967) , 10.1007/978-3-540-44792-4_3
Harold Jeffreys, R. Bruce Lindsay, Theory of probability ,(1939)
Outline of a Theory of Statistical Estimation Based on the Classical Theory of Probability Philosophical Transactions of the Royal Society A. ,vol. 236, pp. 333- 380 ,(1937) , 10.1098/RSTA.1937.0005
Glenn Shafer, A mathematical theory of evidence ,(1976)