Conference Agenda

Session
Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Time:
Wednesday, 08/Sept/2021:
3:00pm - 5:00pm

Session Chair: Silvestro Vespoli
Session Chair: Julia Christine Arlinghaus
 Virtual location: Wednesday Room 1

Presentations
ID: 568 / ISM-03: 1
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Production Scheduling, Supplier Risk, Digital Twin, Machine Learning.

Digital Twin Framework for Machine-Learning Enabled Integrated Production and Logistics Processes

Noel Greis1, Monica Nogueira1, Wolfgang Rohde2

1North Carolina State University, United States of America; 2Siemens Corporation, United States of America


ID: 302 / ISM-03: 2
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: demand forecasting, case study, automotive industry, ANN, Ada Boost, Gradient Boost

Demand forecasting for an automotive company with neural network and ensemble classifiers approaches

Eleonora Bottani, Monica Mordonini, Beatrice Franchi, Mattia Pellegrino

Department of Engineering and Architecture, University of Parma, Parma, Italy


ID: 458 / ISM-03: 3
Special track: Intelligent Systems for Manufacturing Planning and Control in the Industry 4.0.
Keywords: Reliability, Maintenance, Human Failure, Text Mining, Machine Learning

A Text Understandability Approach for Improving Reliability-Centered Maintenance in Manufacturing Enterprises

Theresa Madreiter, Fazel Ansari

Vienna University of Technology (TU Wien), Austria