State of the art review on process, system, and operations control in modern manufacturing

D Djurdjanovic, L Mears… - Journal of …, 2018 - asmedigitalcollection.asme.org
Dramatic advancements and adoption of computing capabilities, communication
technologies, and advanced, pervasive sensing have impacted every aspect of modern …

A uniaxial testing approach for consistent failure in vascular tissues

C Sang, S Maiti, RN Fortunato… - Journal of …, 2018 - asmedigitalcollection.asme.org
Although uniaxial tensile testing is commonly used to evaluate failure properties of vascular
tissue, there is no established protocol for specimen shape or gripping method. Large …

[HTML][HTML] Canonical variable analysis and long short-term memory for fault diagnosis and performance estimation of a centrifugal compressor

X Li, F Duan, P Loukopoulos, I Bennett… - Control Engineering …, 2018 - Elsevier
Centrifugal compressors are widely used for gas lift, re-injection and transport in the oil and
gas industry. Critical compressors that compress flammable gases and operate at high …

Run-to-run control of chemical mechanical polishing process based on deep reinforcement learning

J Yu, P Guo - IEEE Transactions on Semiconductor …, 2020 - ieeexplore.ieee.org
The chemical mechanical polishing (CMP) process usually suffers from drift and shift in the
Run-to-Run material removal process due to the wear and replacement of the polishing pad …

A new double exponentially weighted moving average run-to-run control using a disturbance-accumulating strategy for mixed-product mode

SKS Fan, CH Jen, CY Hsu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mixed-product production is common practice in semiconductor manufacturing and has
attracted considerable academic attention recently. The main purpose of the mixed-product …

Modeling and monitoring between-mode transition of multimodes processes

Y Zhang, S Li - IEEE Transactions on Industrial Informatics, 2012 - ieeexplore.ieee.org
The electro-fused magnesia furnace (EFMF) has complex characteristics, such as strong
nonlinearity and multimodes. In this paper, the between-mode process modeling and …

Stability and performance analysis of time-delayed actuator control systems

B Ai, L Sentis, N Paine, S Han… - Journal of …, 2016 - asmedigitalcollection.asme.org
Time delay is a common phenomenon in robotic systems due to computational requirements
and communication properties between or within high-level and low-level controllers as well …

A New Deep Reinforcement Learning Run-to-Run Control Algorithm for Mixed-Product Production Mode in Semiconductor Manufacturing

SKS Fan, TJ Chen - IEEE Transactions on Automation Science …, 2025 - ieeexplore.ieee.org
This paper proposes a new Run-to-Run (R2R) control framework based on deep
deterministic policy gradient (DDPG) for the mixed-product production mode in …

Model quality evaluation in semiconductor manufacturing process with EWMA run-to-run control

Y Zheng, D Ling, YW Wang, SS Jang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Exponentially weighted moving average run-to-run (EWMA-RtR) controller is frequently
adopted in semiconductor manufacturing process. As a model-based control method, the …

A general tool-based multi-product model for high-mixed production in semiconductor manufacturing

L Chen, L Chu, C Ge, Y Zhang - International Journal of Production …, 2023 - Taylor & Francis
Concerning the high-mixed nature in modern semiconductor manufacturing, the original 'tool-
based'exponentially weighted moving average (EWMA) controller is proved to be unstable …