Zero defect manufacturing: state-of-the-art review, shortcomings and future directions in research
F Psarommatis, G May, PA Dreyfus… - International journal of …, 2020 - Taylor & Francis
This paper provides a literature review on zero defect manufacturing based on the content
analysis performed for 280 research articles published from 1987 to 2018 in a variety of …
analysis performed for 280 research articles published from 1987 to 2018 in a variety of …
Virtual metrology as an approach for product quality estimation in Industry 4.0: a systematic review and integrative conceptual framework
PA Dreyfus, F Psarommatis, G May… - International Journal of …, 2022 - Taylor & Francis
Virtual metrology (VM) involves estimating a product's quality directly from production
process data without physically measuring it. This enables the product quality of each unit of …
process data without physically measuring it. This enables the product quality of each unit of …
A requirements driven digital twin framework: Specification and opportunities
Among the tenets of Smart Manufacturing (SM) or Industry 4.0 (I4. 0), digital twin (DT), which
represents the capabilities of virtual representations of components and systems, has been …
represents the capabilities of virtual representations of components and systems, has been …
Advances in large-scale metrology–review and future trends
RH Schmitt, M Peterek, E Morse, W Knapp, M Galetto… - CIRP Annals, 2016 - Elsevier
Abstract The field of Large-Scale Metrology has been studied extensively for many decades
and represents the combination and competition of topics as diverse as geodesy and …
and represents the combination and competition of topics as diverse as geodesy and …
A unified digital twin framework for real-time monitoring and evaluation of smart manufacturing systems
Digital Twin (DT) is one of the key enabling technologies for realizing the promise of Smart
Manufacturing (SM) and Industry 4.0 to improve production systems operation. Driven by the …
Manufacturing (SM) and Industry 4.0 to improve production systems operation. Driven by the …
Adaptive virtual metrology for semiconductor chemical mechanical planarization process using GMDH-type polynomial neural networks
Virtual metrology (VM) is drawing more and more attention in the recent research of wafer to
wafer control for semiconductor manufacturing. Although many different approaches for VM …
wafer control for semiconductor manufacturing. Although many different approaches for VM …
Virtual metrology and feedback control for semiconductor manufacturing processes using recursive partial least squares
AA Khan, JR Moyne, DM Tilbury - Journal of Process Control, 2008 - Elsevier
Virtual metrology (VM) is the prediction of metrology variables (either measurable or non-
measurable) using process state and product information. In the past few years VM has …
measurable) using process state and product information. In the past few years VM has …
Virtual metrology in semiconductor manufacturing: Current status and future prospects
Abstract Advanced Process Control (APC) has become an increasingly pressing issue for
the semiconductor industry, particularly in the new era of sub-5nm process technology. To …
the semiconductor industry, particularly in the new era of sub-5nm process technology. To …
Adaptive virtual metrology design for semiconductor dry etching process through locally weighted partial least squares
T Hirai, M Kano - IEEE Transactions on Semiconductor …, 2015 - ieeexplore.ieee.org
In semiconductor manufacturing processes, virtual metrology (VM) has been investigated as
a promising tool to predict important characteristics of products. Although partial least …
a promising tool to predict important characteristics of products. Although partial least …
Virtual metrology for run-to-run control in semiconductor manufacturing
In semiconductor manufacturing processes, run-to-run (R2R) control is used to improve
productivity by adjusting process inputs run by run. A process will be controlled based on …
productivity by adjusting process inputs run by run. A process will be controlled based on …