Rolling horizon, multi-product production planning with chance constraints and forecast evolution for wafer fabs

T Ziarnetzky, L Mönch, R Uzsoy - International Journal of …, 2018 - Taylor & Francis
In this paper, we study production planning models for semiconductor wafer fabrication
facilities (wafer fabs) that consider both safety stocks at the finished goods inventory level …

Demand modeling with forecast evolution: an application to production planning

E Albey, A Norouzi, KG Kempf… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The value of demand forecast information has been the subject of numerous studies in the
inventory literature, but has had limited application in production planning. This paper …

Simulation-based performance assessment of production planning models with safety stock and forecast evolution in semiconductor wafer fabrication

T Ziarnetzky, L Mönch, R Uzsoy - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
We study the performance of production planning models for wafer fabs in a rolling horizon
setting under stochastic demand modeled using the Martingale Model of Forecast Evolution …

Chance-constrained formulations in rolling horizon production planning: an experimental study

PC Lin, R Uzsoy - International Journal of Production Research, 2016 - Taylor & Francis
Rolling horizon procedures, where an infinite horizon problem is approximated by the
solution to a sequence of finite horizon problems, are common in production planning …

A chance constraint based multi-item production planning model using simulation optimization

E Albey, R Uzsoy, KG Kempf - 2016 Winter Simulation …, 2016 - ieeexplore.ieee.org
We consider a single stage multi-item production-inventory system under stochastic
demand. We had previously proposed a production planning model integrating ideas from …

[KNYGA][B] Exact and Approximate Algorithms for Stochastic Production Inventory Problems Subject to Congestion

S Balan - 2023 - search.proquest.com
Multi-period capacitated production inventory problems are computationally challenging.
These problems have been researched extensively, and various approximations to solve …

[PDF][PDF] Produktionsplanung in der Halbleiterfertigung

T Ziarnetzky - 2017 - researchgate.net
Die vorliegende Dissertation entstand im Rahmen meiner Tätigkeit als wissenschaftlicher
Mitarbeiter an der FernUniversität in Hagen. Sie ist das Ergebnis von dort durchgeführten …

Applications of Clearing Functions

H Missbauer, R Uzsoy, H Missbauer… - Production Planning with …, 2020 - Springer
The previous chapters have motivated the need for more advanced anticipation functions
that can reflect, at least to a reasonable level of accuracy, the nonlinear relations between …

[PDF][PDF] A CHANCE CONSTRAINT BASED MULTI-ITEM PRODUCTION PLANNING MODEL USING SIMULATION OPTIMIZATION

TMK Roeder, PI Frazier, R Szechtman, E Zhou… - academia.edu
We consider a single stage multi-item production-inventory system under stochastic
demand. We had previously proposed a production planning model integrating ideas from …

Rolling-horizon production planning for seasonal and uncertain demand

A Forel - 2021 - mediatum.ub.tum.de
Rolling-horizon production planning is based on the periodic update of forecasts and
decisions. In practice, companies implement a combination of deterministic models and …