Designing an adaptive production control system using reinforcement learning
A Kuhnle, JP Kaiser, F Theiß, N Stricker… - Journal of Intelligent …, 2021 - Springer
Modern production systems face enormous challenges due to rising customer requirements
resulting in complex production systems. The operational efficiency in the competitive …
resulting in complex production systems. The operational efficiency in the competitive …
[图书][B] Production planning and control for semiconductor wafer fabrication facilities: modeling, analysis, and systems
Over the last fifty-plus years, the increased complexity and speed of integrated circuits have
radically changed our world. Today, semiconductor manufacturing is perhaps the most …
radically changed our world. Today, semiconductor manufacturing is perhaps the most …
A literature survey on the design approaches and operational issues of automated wafer-transport systems for wafer fabs
JR Montoya-Torres - Production Planning & Control, 2006 - Taylor & Francis
The goal of operations management is to provide design methods for production systems
that are inexpensive to construct and efficient to operate. When addressing the shop design …
that are inexpensive to construct and efficient to operate. When addressing the shop design …
Multi-agent reinforcement learning-based dynamic task assignment for vehicles in urban transportation system
The task assignment for vehicles plays an important role in urban transportation system,
which is the key to cost reduction and efficiency improvement. The development of …
which is the key to cost reduction and efficiency improvement. The development of …
A survey of dispatching rules for operational control in wafer fabrication
SC Sarin, A Varadarajan, L Wang - Production Planning and …, 2011 - Taylor & Francis
Production scheduling in semiconductor wafer fabs is a non-trivial task owing to the
complexity of wafer fabrication. Dispatching rules are the most commonly used tools for shop …
complexity of wafer fabrication. Dispatching rules are the most commonly used tools for shop …
Enterprise simulation: a hybrid system approach
Manufacturing enterprise decisions can be classified into four groups: business decisions,
design decisions, engineering decisions, and production decisions. Numerous physical and …
design decisions, engineering decisions, and production decisions. Numerous physical and …
[HTML][HTML] Analysis of performance measures of flexible manufacturing system
Flexible manufacturing system (FMS) is a highly integrated manufacturing system. The
relation between its components is very complex. The mathematical programming …
relation between its components is very complex. The mathematical programming …
Petri net based decision system modeling in real-time scheduling and control of flexible automotive manufacturing systems
Ö Başak, YE Albayrak - Computers & Industrial Engineering, 2015 - Elsevier
This paper presents the design and the implementation of a Petri net (PN) model for the
control of a flexible manufacturing system (FMS). A flexible automotive manufacturing …
control of a flexible manufacturing system (FMS). A flexible automotive manufacturing …
A novel route selection and resource allocation approach to improve the efficiency of manual material handling system in 200-mm wafer fabs for industry 3.5
CF Chien, CW Chou, HC Yu - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Motivated by realistic needs to enhance the productivity for 200-mm wafer fabs, this paper
aims to propose a novel approach for manual material handling system (MMHS) to mimic …
aims to propose a novel approach for manual material handling system (MMHS) to mimic …
Enhanced control of complex production structures by tight coupling of the digital and the physical worlds
Unexpected disturbances and local decisions almost always deteriorate the execution of
manufacturing plans. Digital enterprise technologies are hard to use, due to the complexity …
manufacturing plans. Digital enterprise technologies are hard to use, due to the complexity …