Concepedia

Fault detection in Tennessee Eastman process with temporal deep learning models

Ildar Lomov, Mark Lyubimov, Ilya Makarov, Leonid Zhukov

Journal of Industrial Information Integration · 2021 · 106 citations · 74 references

Concepts

ComputingComputer ScienceSystems EngineeringFault-tolerant SystemsMachine LearningTime Series AnalysisDeep LearningFault DetectionFault DiagnosisNeural NetworksProcess EngineeringState-space ModelsFault Detection Using Deep LearningFault Detection Using Machine LearningMachine Learning For Fault DetectionMachine Learning-based Fault DiagnosisProcess Fault DetectionProcess Fault DiagnosisRecurrent Neural Networks

References

74

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

GAN（Generative Adversarial Nets）

Journal of Japan Society for Fuzzy Theory and Intelligent Informatics · 2017 · 21.8K citations · Full text

Computing, Computer Science, Algorithms +12