Research graph
References from Bridging gray-box modeling and machine learning: A digital twin approach to refrigeration system identification and predictive maintenance. Local targets link to admitted publications; unresolved targets remain external evidence.
Heat transfer and air flow in a domestic refrigerator
2011 · External reference
Anomaly detection in monitoring sensor data for preventive maintenance
10.1016/j.eswa.2010.12.014 · 2011 · External reference
Anomaly detection in predictive maintenance: a new evaluation framework for temporal unsupervised anomaly detection algorithms
10.1016/j.neucom.2021.07.095 · 2021 · External reference
Thermodynamic analysis of variable speed refrigeration system using artificial neural networks
10.1016/j.eswa.2011.03.052 · 2011 · External reference
Anomaly detection for predictive maintenance in Industry 4.0 – A survey
2020 · External reference
Time series analysis in compressor-based machines: a survey
10.1007/s00521-025-11065-0 · 2025 · External reference
Data-driven fault detection and diagnosis in cooling units using sensor-based machine learning classification
10.3390/s25123647 · 2025 · External reference
A two-step machine learning approach for predictive maintenance and anomaly detection in environmental sensor systems
10.1016/j.mex.2025.103181 · 2025 · External reference
Enhancing energy efficiency in supermarkets: a data-driven approach for fault detection and diagnosis in CO₂ refrigeration systems
10.1016/j.apenergy.2024.124479 · 2025 · External reference
Precision leak detection in supermarket refrigeration systems integrating categorical gradient boosting with advanced thresholding
2024 · External reference
Grey box modeling of supermarket refrigeration cabinets
10.1016/j.egyai.2022.100211 · 2023 · External reference
Estimation of continuous-time models for the heat dynamics of a building
10.1016/0378-7788(94)00904-x · 1995 · External reference
Parameter estimation in stochastic greybox models
10.1016/j.automatica.2003.10.001 · 2004 · External reference
Unresolved reference
2024 · External reference
Leveraging machine learning in digital twin models for advanced system identification and predictive maintenance of refrigerator systems
2025 · External reference
