Simulation modelling of energy dynamics in discrete manufacturing systems

Vittaldas V. Prabhu, Hyun Woo Jeon, Marco Taisch

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

19 Citations (Scopus)

Abstract

There is a rapidly growing need to understand and manage the energy consumed in discrete manufacturing systems. In order to enable more accurate and detailed energy consumption estimation, several recent studies have focused on energy consumption dynamics of specific manufacturing processes and associated equipment. However in discrete manufacturing systems consisting of multiple machines, energy consumption of individual machines can be expected to be influenced by the higher-level production control systems and its associated policies. This paper presents a simulation model that integrates the machine-level energy control policies together with production control policies to develop a holistic approach to characterize energy dynamics in discrete manufacturing systems. Results from an exploratory study indicate that production control policies can significantly influence the amount of energy wasted in manufacturing systems.

Original languageEnglish (US)
Title of host publicationService Orientation in Holonic and Multi Agent Manufacturing and Robotics
PublisherSpringer Verlag
Pages293-311
Number of pages19
ISBN (Print)9783642358517
DOIs
StatePublished - Jan 1 2013

Publication series

NameStudies in Computational Intelligence
Volume472
ISSN (Print)1860-949X

Fingerprint

Production control
Computer simulation
Energy utilization
Level control
Power control
Control systems

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

Cite this

Prabhu, V. V., Jeon, H. W., & Taisch, M. (2013). Simulation modelling of energy dynamics in discrete manufacturing systems. In Service Orientation in Holonic and Multi Agent Manufacturing and Robotics (pp. 293-311). (Studies in Computational Intelligence; Vol. 472). Springer Verlag. https://doi.org/10.1007/978-3-642-35852-4_19
Prabhu, Vittaldas V. ; Jeon, Hyun Woo ; Taisch, Marco. / Simulation modelling of energy dynamics in discrete manufacturing systems. Service Orientation in Holonic and Multi Agent Manufacturing and Robotics. Springer Verlag, 2013. pp. 293-311 (Studies in Computational Intelligence).
@inproceedings{ea6ff72e65654c36b06994d45c64238a,
title = "Simulation modelling of energy dynamics in discrete manufacturing systems",
abstract = "There is a rapidly growing need to understand and manage the energy consumed in discrete manufacturing systems. In order to enable more accurate and detailed energy consumption estimation, several recent studies have focused on energy consumption dynamics of specific manufacturing processes and associated equipment. However in discrete manufacturing systems consisting of multiple machines, energy consumption of individual machines can be expected to be influenced by the higher-level production control systems and its associated policies. This paper presents a simulation model that integrates the machine-level energy control policies together with production control policies to develop a holistic approach to characterize energy dynamics in discrete manufacturing systems. Results from an exploratory study indicate that production control policies can significantly influence the amount of energy wasted in manufacturing systems.",
author = "Prabhu, {Vittaldas V.} and Jeon, {Hyun Woo} and Marco Taisch",
year = "2013",
month = "1",
day = "1",
doi = "10.1007/978-3-642-35852-4_19",
language = "English (US)",
isbn = "9783642358517",
series = "Studies in Computational Intelligence",
publisher = "Springer Verlag",
pages = "293--311",
booktitle = "Service Orientation in Holonic and Multi Agent Manufacturing and Robotics",
address = "Germany",

}

Prabhu, VV, Jeon, HW & Taisch, M 2013, Simulation modelling of energy dynamics in discrete manufacturing systems. in Service Orientation in Holonic and Multi Agent Manufacturing and Robotics. Studies in Computational Intelligence, vol. 472, Springer Verlag, pp. 293-311. https://doi.org/10.1007/978-3-642-35852-4_19

Simulation modelling of energy dynamics in discrete manufacturing systems. / Prabhu, Vittaldas V.; Jeon, Hyun Woo; Taisch, Marco.

Service Orientation in Holonic and Multi Agent Manufacturing and Robotics. Springer Verlag, 2013. p. 293-311 (Studies in Computational Intelligence; Vol. 472).

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

TY - GEN

T1 - Simulation modelling of energy dynamics in discrete manufacturing systems

AU - Prabhu, Vittaldas V.

AU - Jeon, Hyun Woo

AU - Taisch, Marco

PY - 2013/1/1

Y1 - 2013/1/1

N2 - There is a rapidly growing need to understand and manage the energy consumed in discrete manufacturing systems. In order to enable more accurate and detailed energy consumption estimation, several recent studies have focused on energy consumption dynamics of specific manufacturing processes and associated equipment. However in discrete manufacturing systems consisting of multiple machines, energy consumption of individual machines can be expected to be influenced by the higher-level production control systems and its associated policies. This paper presents a simulation model that integrates the machine-level energy control policies together with production control policies to develop a holistic approach to characterize energy dynamics in discrete manufacturing systems. Results from an exploratory study indicate that production control policies can significantly influence the amount of energy wasted in manufacturing systems.

AB - There is a rapidly growing need to understand and manage the energy consumed in discrete manufacturing systems. In order to enable more accurate and detailed energy consumption estimation, several recent studies have focused on energy consumption dynamics of specific manufacturing processes and associated equipment. However in discrete manufacturing systems consisting of multiple machines, energy consumption of individual machines can be expected to be influenced by the higher-level production control systems and its associated policies. This paper presents a simulation model that integrates the machine-level energy control policies together with production control policies to develop a holistic approach to characterize energy dynamics in discrete manufacturing systems. Results from an exploratory study indicate that production control policies can significantly influence the amount of energy wasted in manufacturing systems.

UR - http://www.scopus.com/inward/record.url?scp=84893026653&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84893026653&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-35852-4_19

DO - 10.1007/978-3-642-35852-4_19

M3 - Conference contribution

AN - SCOPUS:84893026653

SN - 9783642358517

T3 - Studies in Computational Intelligence

SP - 293

EP - 311

BT - Service Orientation in Holonic and Multi Agent Manufacturing and Robotics

PB - Springer Verlag

ER -

Prabhu VV, Jeon HW, Taisch M. Simulation modelling of energy dynamics in discrete manufacturing systems. In Service Orientation in Holonic and Multi Agent Manufacturing and Robotics. Springer Verlag. 2013. p. 293-311. (Studies in Computational Intelligence). https://doi.org/10.1007/978-3-642-35852-4_19