Concepedia

Innovative predictive maintenance for mining grinding mills: from LSTM-based vibration forecasting to pixel-based MFCC image and CNN

Ayoub Rihi, Salah Baïna, Fatima-Zahra Mhada, Essaid El Bachari, Hicham Tagemouati, Mhamed Guerboub, Intissar Benzakour, El Hassan Abdelwahed

The International Journal of Advanced Manufacturing Technology · 2024 · 10 citations · 34 references

Concepts

ComputingComputer ScienceMining EngineeringComputer VisionForecastingMachine LearningCondition MonitoringDeep LearningFault DetectionIndustrial MaintenancePredictive MaintenanceTime Series PredictionDeep Learning For Vibration MonitoringMachine Learning For Vibration MonitoringPredictive Maintenance StrategyVibration Prediction

References

34

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · arXiv (Cornell University) · 2015 · 4.7K citations · Full text

Computing, Computer Science, Computer Vision +11

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu et al. · arXiv (Cornell University) · 2018 · 2.3K citations · Full text

Computing, Computer Science, Computer Vision +11

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · arXiv (Cornell University) · 2016 · 1.9K citations · Full text

Computing, Computer Science, Computer Vision +10

Mechanical fault diagnosis using Convolutional Neural Networks and Extreme Learning Machine

Zhuyun Chen, Konstantinos Gryllias, Weihua Li · Mechanical Systems and Signal Processing · 2019 · 386 citations · Full text

Computing, Computer Science, Mechanical Engineering +15