Rockbolts detection based on immune danger theory

An algorithm of rockbolts nondestructive detection based on immune danger theory is proposed. With the sonic frequency stress wave reflection detecting technology, a series of data are acquired. Both "danger" signal and "abnormal" signal are selected in the immune danger theory....

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Bibliographic Details
Main Authors: Sun, Xiaoyun, Zhao, Yang, Zhang, Tianyuan, Liu, Donghui
Format: Conference Proceeding
Language:English
Subjects:
Algorithms
Artificial intelligence
Biological system modeling
Computation
Conferences
Detectors
Educational institutions
Fault diagnosis
Faults
immune danger theory
Immune system
nondestructive detection
Reflection
rockbolts
Sonics
Stress waves
Vectors
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Summary:An algorithm of rockbolts nondestructive detection based on immune danger theory is proposed. With the sonic frequency stress wave reflection detecting technology, a series of data are acquired. Both "danger" signal and "abnormal" signal are selected in the immune danger theory. This method has overcome the limitation of artificial immune system model based on "self-nonself". The result shows that it has higher detection validity and fault coverage than conventional artificial immune algorithm.
ISSN:2157-9555
2157-9563
DOI:10.1109/ICNC.2013.6818068