Concepedia

Xanthi Bampoula

XB

Statistics

Publications

2

Citations

160

H-Index

2

Active since

2021

Affiliations

University of Patras(Current)

Xanthi Bampoula is an author at University of Patras specializing in condition monitoring, systems engineering, and data science.

Top concepts

EngineeringData ScienceMachine LearningSystems EngineeringCondition MonitoringPredictive AnalyticsIndustrial InformaticsPredictive MaintenanceTechnologyForecasting

Publications per year

2021–2024

2

Publications

2

A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders

Xanthi Bampoula, Georgios Siaterlis, Nikolaos Nikolakis et al. · Sensors · 2021 · 135 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +16

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders

Xanthi Bampoula, Nikolaos Nikolakis, Kosmas Alexopoulos · Sensors · 2024 · 25 citations · Full text

Engineering, Machine Learning, Industrial Engineering +18

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