SMT2020—A semiconductor manufacturing testbed

D Kopp, M Hassoun, A Kalir… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We present a new set of simulation models, organized in a testbed. The aim of the testbed
consists in providing researchers with a platform able to credibly represent the complexity of …

A new high-volume/low-mix simulation testbed for semiconductor manufacturing

M Hassoun, D Kopp, L Mönch… - 2019 Winter Simulation …, 2019 - ieeexplore.ieee.org
As part of an effort to present to the semiconductor manufacturing community an updated
wafer fab testbed, we provide the first of two simulation models, namely a High-Volume/Low …

Graph Representation and Embedding for Semiconductor Manufacturing Fab States

B Schulz, C Jacobi, A Gisbrecht… - 2022 Winter …, 2022 - ieeexplore.ieee.org
Due to the enormous complexity of semiconductor manufacturing processes, tasks like
performance analysis, forecasting, and production planning and control necessitate detailed …

[PDF][PDF] Digital twin for plan and make using semantic web technologies–extending the JESSI/SEMATECH MIMAC standard to the digital reference

P Moder, H Ehm, N Ramzy - … : Proceedings of the 1st and 2nd …, 2020 - library.oapen.org
This proposed research is concerned with developing an extension of the joint
JESSI/SEMATECH standard MIMAC to the Digital Reference. It analyzes the capabilities of a …

Enhancing Machine Learning for Situation Aware Dispatching Through Generative Adversarial Network Based Synthetic Data Generation

CW Chan, BP Gan, W Cai - 2024 Winter Simulation Conference …, 2024 - ieeexplore.ieee.org
Adapting dispatch rules via machine learning in a complex manufacturing environment has
shown overall factory performance in various studies. However, the performance of the …

Towards a generic semiconductor manufacturing simulation model

A Khemiri, C Yugma… - 2021 Winter Simulation …, 2021 - ieeexplore.ieee.org
Simulation is one of the most used approaches to analyze semiconductor manufacturing
systems. However, most simulation models are designed for single-use applications and …

Combining Time Series Data and Snapshot Data for Situation Aware Dispatching in Semiconductor Manufacturing

CW Chan, BP Gan, W Cai - 2023 Winter Simulation Conference …, 2023 - ieeexplore.ieee.org
Dispatch rules are commonly used to schedule lots in the semiconductor industry. Previous
studies have indicated that adapting dispatch rules can improve overall factory performance …

Design and application of an ontology for demand fulfillment in semiconductor supply chains

R Herding, L Mönch, H Ehm - 2021 Winter Simulation …, 2021 - ieeexplore.ieee.org
Ensuring interoperability of different information systems for planning and control is a
challenging task in semiconductor supply chains. This is partially caused by the sheer size …

Semantic data integration for supply chain management: with a specific focus on applications in the semiconductor industry

N Ramzy - 2022 - repo.uni-hannover.de
Supply Chain Management (SCM) is essential to monitor, control, and enhance the
performance of SCs. Increasing globalization and diversity of Supply Chains (SC) s lead to …

A Standard Framework for AI-Driven Optimizations in Various Complex Domains

T Bosse, E Angelidis, FF Zhang… - 2024 Winter …, 2024 - ieeexplore.ieee.org
Deploying AI in production is a challenging task that necessitates the integration of various
standalone software solutions, including Manufacturing Execution System, Simulation, and …