Forecasting Appliances Failures: A Machine-Learning Approach to Predictive Maintenance.
Sofia FernandesMário AntunesAna Rita SantiagoJoão Paulo BarracaDiogo GomesRui L. AguiarPublished in: Inf. (2020)
Keyphrases
- predictive model
- repair actions
- failure diagnosis
- short term
- software maintenance
- smart home
- exchange rate
- prediction model
- energy consumption
- energy saving
- ubiquitous computing
- medium term
- electricity consumption
- fault isolation
- forecasting model
- artificial intelligence
- weather forecasting
- failure detection
- preventive maintenance
- home environment
- predictive modeling
- failure rate
- support vector regression
- data sets
- information systems
- exponential smoothing
- artificial neural networks
- grey model
- long term