zhmou / Turbofan-engine-RUL-prediction Star 94 Code Issues Pull requests RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf pytorch lstm remaining-useful-life pytorch-implementation rul-prediction remaining-useful-life-prediction Updated Apr 11, 2023 Python
mohyunho / NAS_transformer Star 43 Code Issues Pull requests Evolutionary Neural Architecture Search on Transformers for RUL Prediction transformers evolutionary-algorithms evolutionary-computation neural-architecture-search predictive-maintenance transformer-architecture prognostics rul-prediction ngboost cmapss prognostics-health-management remaining-useful-life-prediction Updated Apr 18, 2023 Python
dependable-cps / FDIA-PdM Star 43 Code Issues Pull requests False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics deep-learning neural-network linear-regression regression cnn cybersecurity lstm gru sensor-fusion predictive-analytics iot-security iot-sensors cyber-attack industry-4 predictive-maintenance remaining-useful-life cyber-physical-attacks false-data-injection turbofan-engine rul-prediction Updated Sep 9, 2020 Python
mohyunho / ENAS-PdM Star 28 Code Issues Pull requests Evolutionary Neural Architecture Search for Remaining Useful Life Prediction lstm evolutionary-algorithm neural-architecture-search predictive-maintenance rul remaining-useful-life cnn-lstm enas c-mapss rul-prediction cmapss Updated Apr 13, 2023 Python
mohyunho / MOO_ELM Star 15 Code Issues Pull requests Multi-Objective Optimization of ELM for RUL Prediction machine-learning deep-learning evolutionary-algorithms multi-objective-optimization extreme-learning-machine predictive-maintenance c-mapss prognostics turbofan-engine rul-prediction remaining-useful-life-prediction n-cmapss Updated Jun 1, 2022 Python