[HTML][HTML] A review of optimization models and applications in robotic manufacturing systems: Industry 4.0 and beyond
B Vaisi - Decision analytics journal, 2022 - Elsevier
In this review paper, recent developments in robotic problems are cited. A robotic
manufacturing system includes at least a robot-as a material handling device-, a co-worker …
manufacturing system includes at least a robot-as a material handling device-, a co-worker …
Scheduling of resource allocation systems with timed Petri nets: A survey
Resource allocation systems (RASs) belong to a kind of discrete event system commonly
seen in the industry. In such systems, available resources are allocated to concurrently …
seen in the industry. In such systems, available resources are allocated to concurrently …
Scheduling semiconductor testing facility by using cuckoo search algorithm with reinforcement learning and surrogate modeling
ZC Cao, CR Lin, MC Zhou… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A semiconductor final testing scheduling problem with multiresource constraints is
considered in this paper, which is proved to be NP-hard. To minimize the makespan for this …
considered in this paper, which is proved to be NP-hard. To minimize the makespan for this …
Reinforcement learning for robotic flow shop scheduling with processing time variations
We address a robotic flow shop scheduling problem where two part types are processed on
each given set of dedicated machines. A single robot moving on a fixed rail transports one …
each given set of dedicated machines. A single robot moving on a fixed rail transports one …
A knowledge-based cuckoo search algorithm to schedule a flexible job shop with sequencing flexibility
ZC Cao, CR Lin, MC Zhou - IEEE Transactions on Automation …, 2019 - ieeexplore.ieee.org
Scheduling of complex manufacturing systems entails complicated constraints such as the
mating operational one. Focusing on the real settings, this article considers an extended …
mating operational one. Focusing on the real settings, this article considers an extended …
Two-stage genetic algorithm for scheduling stochastic unrelated parallel machines in a just-in-time manufacturing context
Z Cao, C Lin, M Zhou, C Zhou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper considers a stochastic parallel machine scheduling problem in a just-in-time
manufacturing context, in which its processing time can be described by a gamma or log …
manufacturing context, in which its processing time can be described by a gamma or log …
Polynomial approach to optimal one-wafer cyclic scheduling of treelike hybrid multi-cluster tools via Petri nets
A treelike hybrid multi-cluster tool is composed of both single-arm and dual-arm cluster tools
with a treelike topology. Scheduling such a tool is challenging. For a hybrid treelike multi …
with a treelike topology. Scheduling such a tool is challenging. For a hybrid treelike multi …
Optimal cyclic scheduling of wafer-residency-time-constrained dual-arm cluster tools by configuring processing modules and robot waiting time
J Wang, C Liu, MC Zhou, T Leng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Optimal cyclic scheduling problems of wafer-residency-time-constrained dual-arm cluster
tools in wafer fabrication are challenging and remain to be fully solved. Existing studies …
tools in wafer fabrication are challenging and remain to be fully solved. Existing studies …
Reducing wafer delay time by robot idle time regulation for single-arm cluster tools
Nowadays, wafer fabrication in semiconductor manufacturing is highly dependent on cluster
tools. A cluster tool is equipped with several process modules (PMs) and a wafer handling …
tools. A cluster tool is equipped with several process modules (PMs) and a wafer handling …
Scheduling dual-arm cluster tools with multiple wafer types and residency time constraints
Accompanying the unceasing progress of integrated circuit manufacturing technology, the
mainstream production mode of current semiconductor wafer fabrication is featured with …
mainstream production mode of current semiconductor wafer fabrication is featured with …