Causal Models for Distributed Fault Diagnosis of Complex Systems

2006 ◽  
pp. 335-356 ◽  
Author(s):  
Cosmin Danut Bocaniala ◽  
José Sá da Costa
Keyword(s):  
Fault Diagnosis ◽  
Complex Systems ◽  
Causal Models

Collaborative deep learning framework for fault diagnosis in distributed complex systems

2021 ◽  
Vol 156 ◽  
pp. 107650
Author(s):  
Haoxiang Wang ◽  
Chao Liu ◽  
Dongxiang Jiang ◽  
Zhanhong Jiang
Keyword(s):  
Deep Learning ◽  
Fault Diagnosis ◽  
Complex Systems ◽  
Learning Framework

Ethics for Complex Systems

2021 ◽  
pp. 62-82
Author(s):  
James Wilson
Keyword(s):  
Decision Making ◽  
Complex Systems ◽  
Social Norms ◽  
Real World ◽  
External Validity ◽  
Thought Experiments ◽  
Social Processes ◽  
Causal Models ◽  
Government Action ◽  
Evidence Collection

This chapter argues that the scale of the challenge posed by external validity requires a similarly sizeable response. Not only should practitioners approach evidence collection and interventions in policy differently, but philosophers should also change the way they conceive of ethics. The default should no longer be to start from simplistic causal models or thought experiments, while being dimly aware that these approaches will exclude some features that would be relevant for real-world decision-making. Rather, both practitioners and philosophers should start from the premise that social processes are complex systems. Moreover, complex systems are in important aspects performative: for example, what counts as a breach of trust, or a violation of privacy, is not something that can be discovered once and for all, but is partly constituted by social norms and individual expectations, which will themselves change in response to government action.

An adaptive spatiotemporal feature learning approach for fault diagnosis in complex systems

2019 ◽  
Vol 117 ◽  
pp. 170-187 ◽  
Author(s):  
Te Han ◽  
Chao Liu ◽  
Linjiang Wu ◽  
Soumik Sarkar ◽  
Dongxiang Jiang
Keyword(s):  
Fault Diagnosis ◽  
Complex Systems ◽  
Feature Learning ◽  
Learning Approach ◽  
Spatiotemporal Feature

Reliability Evaluation for Fault Diagnosis in Complex Systems

2007 ◽  
pp. 1330-1335 ◽  
Author(s):  
Claudio Bonivento ◽  
Marta Capiluppi ◽  
Lorenzo Marconi ◽  
Andrea Paoli ◽  
Carlo Rossi
Keyword(s):  
Fault Diagnosis ◽  
Complex Systems ◽  
Reliability Evaluation

Probabilistic Graphical Models for Fault Diagnosis in Complex Systems

2016 ◽  
pp. 109-139 ◽  
Author(s):  
Ali Abdollahi ◽  
Krishna R. Pattipati ◽  
Anuradha Kodali ◽  
Satnam Singh ◽  
Shigang Zhang ◽  
...  
Keyword(s):  
Fault Diagnosis ◽  
Complex Systems ◽  
Graphical Models ◽  
Probabilistic Graphical Models

scholarly journals NOVEL METHODOLOGY FOR PARTITIONING COMPLEX SYSTEMS FOR FAULT DIAGNOSIS PURPOSES

2005 ◽  
Vol 38 (1) ◽  
pp. 172-177 ◽  
Author(s):  
C.D. Bocaniala ◽  
J. Sa da Costa
Keyword(s):  
Fault Diagnosis ◽  
Complex Systems
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