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15 June 2022 Application of BP neural network in human factors analysis in dam break
Huiwen Wang, Dandan Li
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Proceedings Volume 12285, International Conference on Advanced Algorithms and Neural Networks (AANN 2022); 1228507 (2022) https://doi.org/10.1117/12.2637057
Event: International Conference on Advanced Algorithms and Neural Networks (AANN 2022), 2022, Zhuhai, China
Abstract
To further study the reliability of human factors in dam break accidents, by establishing an index system of human factors influencing factors, human errors are divided into four categories and twelve sub-categories of "people, technology, organization, and environment". Combined with BP Neural network technology, we input more than 60 historical dam failure data to get the weight of human error under different dam failure reasons.
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Huiwen Wang and Dandan Li "Application of BP neural network in human factors analysis in dam break", Proc. SPIE 12285, International Conference on Advanced Algorithms and Neural Networks (AANN 2022), 1228507 (15 June 2022); https://doi.org/10.1117/12.2637057
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KEYWORDS
Neural networks
Failure analysis
Reliability
Error analysis
Data modeling
Safety
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