Concepedia

Swarm intelligence based deep learning model via improved whale optimization algorithm and Bi-directional long short-term memory for fault diagnosis of chemical processes

Chunlei Ji, Chu Zhang, Leiming Suo, Qianlong Liu, Peng Tian

ISA Transactions · 2024 · 26 citations · 37 references

Concepts

Artificial IntelligenceFault DiagnosisEngineeringMachine LearningData ScienceIntelligent DiagnosticsFault ForecastingSystems EngineeringComputer ScienceIntelligent SystemsDeep LearningFault DetectionChemical ProcessesAutomatic Fault Detection

References

37

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 93.8K citations

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)

Farzana Anowar, Samira Sadaoui, Bassant Selim · Computer Science Review · 2021 · 770 citations

Empirical Comparison, Engineering, Data Science +10

Deep convolutional neural network model based chemical process fault diagnosis

Hao Wu, Jinsong Zhao · Computers & Chemical Engineering · 2018 · 473 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +7

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

Peng Tian, Chu Zhang, Jianzhong Zhou et al. · Energy · 2021 · 310 citations

Electrical Engineering, Integrated Framework, Engineering +8

A time varying filter approach for empirical mode decomposition

Heng Li, Zhi Li, Wei Mo · Signal Processing · 2017 · 305 citations

Numerical Analysis, Engineering, Filtering Technique +5