Managing product-inherent constraints with artificial intelligence: production control for time constraints in semiconductor manufacturing
Continuous product individualization and customization led to the advent of lot size one in
production and ultimately to product-inherent uniqueness. As complexities in …
production and ultimately to product-inherent uniqueness. As complexities in …
A sampling-based approach for managing lot release in time constraint tunnels in semiconductor manufacturing
A Lima, V Borodin, S Dauzère-Pérès… - International Journal of …, 2021 - Taylor & Francis
For the sake of product yield and quality considerations, time constraints (TCs) are imposed
between process operations in various multi-product manufacturing systems. Often …
between process operations in various multi-product manufacturing systems. Often …
Data analytics for time constraint adherence prediction in a semiconductor manufacturing use-case
Semiconductor manufacturing represents a challenging industrial environments, where
products require more than several hundred operations, each representing the technical …
products require more than several hundred operations, each representing the technical …
Integrating critical queue time constraints into SMT2020 simulation models
In this paper, we study the impact of critical queue time (CQT) constraints in semiconductor
wafer fabrication facilities (wafer fabs). Process engineers impose CQT constraints that …
wafer fabrication facilities (wafer fabs). Process engineers impose CQT constraints that …
Generic data model for semiconductor manufacturing supply chains
G Laipple, S Dauzère-Pérès… - 2018 Winter …, 2018 - ieeexplore.ieee.org
Semiconductor manufacturing systems, with several hundreds of different production steps,
reentrant loops, cleanroom conditions and a job shop organization, are probably the most …
reentrant loops, cleanroom conditions and a job shop organization, are probably the most …
Multi-variate time-series for time constraint adherence prediction in complex job shops
One of the most complex and agile production environments is semiconductor
manufacturing, especially wafer fabrication, as products require more than several hundred …
manufacturing, especially wafer fabrication, as products require more than several hundred …
Sampling-based release control of multiple lots in time constraint tunnels
Semiconductor wafer fabrication probably includes the most complex and constrained
manufacturing processes due to its intricate and time-varying environment. This paper …
manufacturing processes due to its intricate and time-varying environment. This paper …
Digital Twin Based Uncertainty Informed Time Constraint Control in Semiconductor Manufacturing
Semiconductor manufacturing, commonly described as a complex job shop, contains
product-inherent constraints that amplify dispatching complexities. Most notably time …
product-inherent constraints that amplify dispatching complexities. Most notably time …
A Predictive Dispatching Rule Assisted by Multi-Layer Perceptron for Scheduling Wafer Fabrication Lines
Q Yu, H Yang, KY Lin, L Li - … of Computing and …, 2020 - asmedigitalcollection.asme.org
Reentrant flow plays an important role for the allocation of limited resources in
semiconductor manufacturing. In particular, over-or under-loading of workstations may …
semiconductor manufacturing. In particular, over-or under-loading of workstations may …
Optimization of Timelinks in Semiconductor Manufacturing
N Dybowski, M Sander… - 2023 Winter Simulation …, 2023 - ieeexplore.ieee.org
Impact of timelinks to semiconductor manufacturing has risen due to shrinking technology
sizes. Their operational control defines on the one hand how good the time restrictions are …
sizes. Their operational control defines on the one hand how good the time restrictions are …