Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines

Felipe D. Vargas-Villamil, Daniel Rivera

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

An adaptive Mode Predictive Controller is applied to the optimization and control of reentrant semiconductor manufacturing lines. It is implemented within a three-layer hierarchical structure. At the top layer the parameters of an aggregated model are obtained on-line while at the intermediate layer production optimization and inventory control are performed using these parameters. The bottom layer consists of a discrete event `follow-up' controller which tracks the targets issued by the optimizer. This controller is applied to a discrete-event semiconductor manufacturing line problem whose specifications were developed by Intel Corp.

Original languageEnglish (US)
Title of host publicationProceedings of the American Control Conference
PublisherIEEE
Pages4087-4091
Number of pages5
Volume6
StatePublished - 1999
EventProceedings of the 1999 American Control Conference (99ACC) - San Diego, CA, USA
Duration: Jun 2 1999Jun 4 1999

Other

OtherProceedings of the 1999 American Control Conference (99ACC)
CitySan Diego, CA, USA
Period6/2/996/4/99

Fingerprint

Inventory control
Model predictive control
Semiconductor materials
Controllers
Specifications

ASJC Scopus subject areas

  • Control and Systems Engineering

Cite this

Vargas-Villamil, F. D., & Rivera, D. (1999). Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines. In Proceedings of the American Control Conference (Vol. 6, pp. 4087-4091). IEEE.

Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines. / Vargas-Villamil, Felipe D.; Rivera, Daniel.

Proceedings of the American Control Conference. Vol. 6 IEEE, 1999. p. 4087-4091.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vargas-Villamil, FD & Rivera, D 1999, Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines. in Proceedings of the American Control Conference. vol. 6, IEEE, pp. 4087-4091, Proceedings of the 1999 American Control Conference (99ACC), San Diego, CA, USA, 6/2/99.
Vargas-Villamil FD, Rivera D. Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines. In Proceedings of the American Control Conference. Vol. 6. IEEE. 1999. p. 4087-4091
Vargas-Villamil, Felipe D. ; Rivera, Daniel. / Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines. Proceedings of the American Control Conference. Vol. 6 IEEE, 1999. pp. 4087-4091
@inproceedings{169a1413ec37407bb7ca1eca23ea00c9,
title = "Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines",
abstract = "An adaptive Mode Predictive Controller is applied to the optimization and control of reentrant semiconductor manufacturing lines. It is implemented within a three-layer hierarchical structure. At the top layer the parameters of an aggregated model are obtained on-line while at the intermediate layer production optimization and inventory control are performed using these parameters. The bottom layer consists of a discrete event `follow-up' controller which tracks the targets issued by the optimizer. This controller is applied to a discrete-event semiconductor manufacturing line problem whose specifications were developed by Intel Corp.",
author = "Vargas-Villamil, {Felipe D.} and Daniel Rivera",
year = "1999",
language = "English (US)",
volume = "6",
pages = "4087--4091",
booktitle = "Proceedings of the American Control Conference",
publisher = "IEEE",

}

TY - GEN

T1 - Adaptive model predictive control for production optimization and inventory control of semiconductor reentrant manufacturing lines

AU - Vargas-Villamil, Felipe D.

AU - Rivera, Daniel

PY - 1999

Y1 - 1999

N2 - An adaptive Mode Predictive Controller is applied to the optimization and control of reentrant semiconductor manufacturing lines. It is implemented within a three-layer hierarchical structure. At the top layer the parameters of an aggregated model are obtained on-line while at the intermediate layer production optimization and inventory control are performed using these parameters. The bottom layer consists of a discrete event `follow-up' controller which tracks the targets issued by the optimizer. This controller is applied to a discrete-event semiconductor manufacturing line problem whose specifications were developed by Intel Corp.

AB - An adaptive Mode Predictive Controller is applied to the optimization and control of reentrant semiconductor manufacturing lines. It is implemented within a three-layer hierarchical structure. At the top layer the parameters of an aggregated model are obtained on-line while at the intermediate layer production optimization and inventory control are performed using these parameters. The bottom layer consists of a discrete event `follow-up' controller which tracks the targets issued by the optimizer. This controller is applied to a discrete-event semiconductor manufacturing line problem whose specifications were developed by Intel Corp.

UR - http://www.scopus.com/inward/record.url?scp=0033283517&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0033283517&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0033283517

VL - 6

SP - 4087

EP - 4091

BT - Proceedings of the American Control Conference

PB - IEEE

ER -