Potential of data-driven simulation-based optimization for adaptive scheduling and control of dynamic manufacturing systems

M Kück, J Ehm, T Hildebrandt, M Freitag… - 2016 Winter …, 2016 - ieeexplore.ieee.org
The increasing customization of products, which leads to greater variances and smaller lot
sizes, requires highly flexible manufacturing systems. These systems are subject to dynamic …

A data-driven simulation-based optimisation approach for adaptive scheduling and control of dynamic manufacturing systems

M Kück, J Ehm, M Freitag, EM Frazzon… - Advanced Materials …, 2016 - Trans Tech Publ
The increasing customisation of products, which leads to higher numbers of product variants
with smaller lot sizes, requires a high flexibility of manufacturing systems. These systems are …

Towards adaptive simulation-based optimization to select individual dispatching rules for production control

M Kück, E Broda, M Freitag… - 2017 Winter …, 2017 - ieeexplore.ieee.org
Due to the increasing complexity of contemporary production scheduling problems, it is
generally not possible to calculate nearly optimal production schedules in an acceptable …

A case study for simulation and optimization based planning of production and logistics systems

T Sobottka, F Kamhuber, J Henjes… - 2017 Winter Simulation …, 2017 - ieeexplore.ieee.org
This paper introduces a practical approach for the comprehensive simulation based
planning and optimization of the production and logistics of a discrete goods manufacturer …

Data-driven production control for complex and dynamic manufacturing systems

EM Frazzon, M Kück, M Freitag - CIRP annals, 2018 - Elsevier
Digitalization allows for production control based on the current state of the manufacturing
system. Thereof, this paper proposes and applies a data-driven adaptive planning and …

Architecture for simulation-based performance assessment of planning approaches in semiconductor manufacturing

T Ponsignon, L Mönch - Proceedings of the 2010 Winter …, 2010 - ieeexplore.ieee.org
Complex manufacturing systems, such as wafer fabrication facilities (wafer fabs), are
characterized by a diverse product mix that is changing over time, re-entrant process flows …

Lab-scale models of manufacturing systems for testing real-time simulation and production control technologies

G Lugaresi, VV Alba, A Matta - Journal of Manufacturing Systems, 2021 - Elsevier
In the last years, the increase of data availability together with enhanced computation
capabilities empowered researchers to conceive production planning and control methods …

Realtime operations scheduling for flexible manufacturing systems

JS Dhingra, KL Musser, GL Blankenship - Proceedings of the 24th …, 1992 - dl.acm.org
In this paper we present a closed loop operations scheduling and control design for a
flexible manufacturing system. The closed loop system consists of a simulated annealing …

Simulation optimization of part input sequence in a flexible manufacturing system

HC Cheng, DYK Chan - Proceedings of the 2011 Winter …, 2011 - ieeexplore.ieee.org
This paper describes the development of a simulation model for production planning
personnel to carry out optimization of part input sequence. The model simulates a flexible …

Simulation as a planning and scheduling tool for flexible manufacturing systems

GR Drake, JS Smith, BA Peters - Proceedings of the 27th conference on …, 1995 - dl.acm.org
This paper describes a flexible simulation technique which facilitates automated
experimentation of different scheduling rules. An enhanced version of Arena/SIMAN is used …