Guide to Industrial Analytics
portes grátis
Guide to Industrial Analytics
Solving Data Science Problems for Manufacturing and the Internet of Things
Hill, Richard; Berry, Stuart
Springer Nature Switzerland AG
09/2022
275
Mole
Inglês
9783030791063
15 a 20 dias
Descrição não disponível.
1. Introduction to Industrial Analytics.- 2. Measuring Performance.- 3. Modelling and Simulating Systems.- 4. Optimising Systems.- 5. Production Control and Scheduling.- 6. Simulating Demand Forecasts.- 7. Investigating Time Series Data.- 8. Determining the Minimum Information for Effective Control.- 9. Constructing Machine Learning Models for Prediction.- 10. Exploring Model Accuracy.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Analytics;Simulation;Modeling;Optimization;Batch Manufacture;Industrial Internet of Things (IIoT);Internet of Things (IoT);Industry 4.0;Machine Learning (ML);Statistics;Manufacturing Systems;Production Control;Planning;Forecasting/Prediction;Scheduling;Manufacturing Resource Planning (MRP II);Capacity Planning
1. Introduction to Industrial Analytics.- 2. Measuring Performance.- 3. Modelling and Simulating Systems.- 4. Optimising Systems.- 5. Production Control and Scheduling.- 6. Simulating Demand Forecasts.- 7. Investigating Time Series Data.- 8. Determining the Minimum Information for Effective Control.- 9. Constructing Machine Learning Models for Prediction.- 10. Exploring Model Accuracy.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Analytics;Simulation;Modeling;Optimization;Batch Manufacture;Industrial Internet of Things (IIoT);Internet of Things (IoT);Industry 4.0;Machine Learning (ML);Statistics;Manufacturing Systems;Production Control;Planning;Forecasting/Prediction;Scheduling;Manufacturing Resource Planning (MRP II);Capacity Planning
