Data-driven Prognostic Model of Li-ion Battery with Deep Learning Algorithm
Khumprom, Phattara, Yodo, Nita
Published in 2019 Annual Reliability and Maintainability Symposium (RAMS) (01.01.2019)
Published in 2019 Annual Reliability and Maintainability Symposium (RAMS) (01.01.2019)
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Conference Proceeding
Probabilistic modeling of hardware and software interactions for system reliability assessment
Davila-Frias, Alex, Yodo, Nita, Yadav, Om Prakash, Khumprom, Phattara
Published in Quality engineering (02.01.2024)
Published in Quality engineering (02.01.2024)
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Journal Article
A Hybrid Evolutionary CNN-LSTM Model for Prognostics of C-MAPSS Aircraft Dataset
Khumprom, Phattara, Davila-Frias, Alex, Grewell, David, Buakum, Dollaya
Published in 2023 Annual Reliability and Maintainability Symposium (RAMS) (23.01.2023)
Published in 2023 Annual Reliability and Maintainability Symposium (RAMS) (23.01.2023)
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Conference Proceeding
Reliability Estimation Using Long Short-Term Memory Networks
Davila-Frias, Alex, Khumprom, Phattara, Yadav, Om Prakash
Published in 2023 Annual Reliability and Maintainability Symposium (RAMS) (23.01.2023)
Published in 2023 Annual Reliability and Maintainability Symposium (RAMS) (23.01.2023)
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Conference Proceeding
Neural Networks Based Feature Selection Approaches for Prognostics of Aircraft Engines
Khumprom, Phattara, Yodo, Nita, Grewell, David
Published in 2020 Annual Reliability and Maintainability Symposium (RAMS) (01.01.2020)
Published in 2020 Annual Reliability and Maintainability Symposium (RAMS) (01.01.2020)
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Conference Proceeding
Diesel Price Prediction Models with Traditional Time-Series Algorithms and Neural Networks
Muanchang, Sumet, Wepulanon, Piyanit, Khumprom, Phattara, Davila-Frias, Alex
Published in 2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE) (19.06.2024)
Published in 2024 21st International Joint Conference on Computer Science and Software Engineering (JCSSE) (19.06.2024)
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Conference Proceeding