Flexible experimentation and analysis for hybrid DEVS and MPC models

Dongping Huang; Hessam S. Sarjoughain; Gary W. Godding; Daniel Rivera; Karl G. Kempf

doi:10.1109/WSC.2006.322967

Flexible experimentation and analysis for hybrid DEVS and MPC models

Dongping Huang, Hessam S. Sarjoughain, Gary W. Godding, Daniel Rivera, Karl G. Kempf

Chemical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

4 Scopus citations

Abstract

Discrete-event simulation and control-theoretic approaches lend themselves to studying semiconductor manufacturing supply-chain systems. In this work, we detail a modeling approach for semiconductor manufacturing supply-chain systems in a hybrid DEVS/MPC testbed that supports experimentations for DEVS and MPC models using KIB_DEVS/MPC. This testbed supports detailed analysis and design of interactions between discrete processes and tactical controller. A set of experiments have been devised to illustrate the role of modeling interactions between Discrete Event System Specification and Model Predictive Control models. The testbed offers novel features to methodically identify and analyze complex model interactions and thus support alternative designs based on tradeoffs between model resolutions and execution times.

Original language	English (US)
Title of host publication	Proceedings of the 2006 Winter Simulation Conference, WSC
Pages	1863-1870
Number of pages	8
DOIs	https://doi.org/10.1109/WSC.2006.322967
State	Published - 2006
Event	2006 Winter Simulation Conference, WSC - Monterey, CA, United States Duration: Dec 3 2006 → Dec 6 2006

Publication series

Name	Proceedings - Winter Simulation Conference
ISSN (Print)	0891-7736

Other

Other	2006 Winter Simulation Conference, WSC
Country/Territory	United States
City	Monterey, CA
Period	12/3/06 → 12/6/06

ASJC Scopus subject areas

Software
Modeling and Simulation
Computer Science Applications

Access to Document

10.1109/WSC.2006.322967

Cite this

Huang, D, Sarjoughain, HS, Godding, GW, Rivera, D & Kempf, KG 2006, Flexible experimentation and analysis for hybrid DEVS and MPC models. in Proceedings of the 2006 Winter Simulation Conference, WSC., 4117825, Proceedings - Winter Simulation Conference, pp. 1863-1870, 2006 Winter Simulation Conference, WSC, Monterey, CA, United States, 12/3/06. https://doi.org/10.1109/WSC.2006.322967

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AB - Discrete-event simulation and control-theoretic approaches lend themselves to studying semiconductor manufacturing supply-chain systems. In this work, we detail a modeling approach for semiconductor manufacturing supply-chain systems in a hybrid DEVS/MPC testbed that supports experimentations for DEVS and MPC models using KIBDEVS/MPC. This testbed supports detailed analysis and design of interactions between discrete processes and tactical controller. A set of experiments have been devised to illustrate the role of modeling interactions between Discrete Event System Specification and Model Predictive Control models. The testbed offers novel features to methodically identify and analyze complex model interactions and thus support alternative designs based on tradeoffs between model resolutions and execution times.

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Flexible experimentation and analysis for hybrid DEVS and MPC models

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