Energy efficient production planning a joint cognitive systems approach

Connor Upton; Fergus Quilligan; Carlos García-Santiago; Asier González-González

doi:10.1007/978-3-642-40352-1_12

Energy efficient production planning a joint cognitive systems approach

Connor Upton
, Fergus Quilligan
, Carlos García-Santiago
, Asier González-González

AI

Intel
Collinstown Ind. Estate
Foundation TECNALIA Research & Innovation

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

3 Citations (Scopus)

Abstract

The introduction of energy efficiency as a new goal into already complex production plans is a difficult challenge. Decision support systems can help with this problem but these systems are often resisted by end users who ultimately bear the responsibility for production outputs. This paper describes the design of a decision support tool that aims to increase the interpretability of decision support outputs. The concept of 'grey box' optimisation is introduced, where aspects of the optimisation engine are communicated to, and configurable by, the end user. A multi-objective optimisation algorithm is combined with an interactive visualisation to improve system observability and increase trust.

Original language	English
Title of host publication	Advances in Production Management Systems
Subtitle of host publication	Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers
Publisher	Springer New York LLC
Pages	88-95
Number of pages	8
Edition	PART 1
ISBN (Print)	9783642403514
DOIs	https://doi.org/10.1007/978-3-642-40352-1_12
Publication status	Published - 2013
Event	IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2012 - Rhodes, Greece Duration: 24 Sept 2012 → 26 Sept 2012

Publication series

Name	IFIP Advances in Information and Communication Technology
Number	PART 1
Volume	397
ISSN (Print)	1868-4238

Conference

Conference	IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2012
Country/Territory	Greece
City	Rhodes
Period	24/09/12 → 26/09/12

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy
SDG 9 Industry, Innovation, and Infrastructure

Keywords

Energy efficiency
Manufacturing
Optimisation
Visualisation

Access to Document

10.1007/978-3-642-40352-1_12

Cite this

Upton, C., Quilligan, F., García-Santiago, C., & González-González, A. (2013). Energy efficient production planning a joint cognitive systems approach. In Advances in Production Management Systems: Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers (PART 1 ed., pp. 88-95). (IFIP Advances in Information and Communication Technology; Vol. 397, No. PART 1). Springer New York LLC. https://doi.org/10.1007/978-3-642-40352-1_12

Upton, Connor ; Quilligan, Fergus ; García-Santiago, Carlos et al. / Energy efficient production planning a joint cognitive systems approach. Advances in Production Management Systems: Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers. PART 1. ed. Springer New York LLC, 2013. pp. 88-95 (IFIP Advances in Information and Communication Technology; PART 1).

@inproceedings{d2065022a8404e0dae52096102142694,

title = "Energy efficient production planning a joint cognitive systems approach",

abstract = "The introduction of energy efficiency as a new goal into already complex production plans is a difficult challenge. Decision support systems can help with this problem but these systems are often resisted by end users who ultimately bear the responsibility for production outputs. This paper describes the design of a decision support tool that aims to increase the interpretability of decision support outputs. The concept of 'grey box' optimisation is introduced, where aspects of the optimisation engine are communicated to, and configurable by, the end user. A multi-objective optimisation algorithm is combined with an interactive visualisation to improve system observability and increase trust.",

keywords = "Energy efficiency, Manufacturing, Optimisation, Visualisation",

author = "Connor Upton and Fergus Quilligan and Carlos Garc{\'i}a-Santiago and Asier Gonz{\'a}lez-Gonz{\'a}lez",

year = "2013",

doi = "10.1007/978-3-642-40352-1\_12",

language = "English",

isbn = "9783642403514",

series = "IFIP Advances in Information and Communication Technology",

publisher = "Springer New York LLC",

number = "PART 1",

pages = "88--95",

booktitle = "Advances in Production Management Systems",

edition = "PART 1",

note = "IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2012 ; Conference date: 24-09-2012 Through 26-09-2012",

}

Upton, C, Quilligan, F, García-Santiago, C & González-González, A 2013, Energy efficient production planning a joint cognitive systems approach. in Advances in Production Management Systems: Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers. PART 1 edn, IFIP Advances in Information and Communication Technology, no. PART 1, vol. 397, Springer New York LLC, pp. 88-95, IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2012, Rhodes, Greece, 24/09/12. https://doi.org/10.1007/978-3-642-40352-1_12

Energy efficient production planning a joint cognitive systems approach. / Upton, Connor; Quilligan, Fergus; García-Santiago, Carlos et al.
Advances in Production Management Systems: Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers. PART 1. ed. Springer New York LLC, 2013. p. 88-95 (IFIP Advances in Information and Communication Technology; Vol. 397, No. PART 1).

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

TY - GEN

T1 - Energy efficient production planning a joint cognitive systems approach

AU - Upton, Connor

AU - Quilligan, Fergus

AU - García-Santiago, Carlos

AU - González-González, Asier

PY - 2013

Y1 - 2013

N2 - The introduction of energy efficiency as a new goal into already complex production plans is a difficult challenge. Decision support systems can help with this problem but these systems are often resisted by end users who ultimately bear the responsibility for production outputs. This paper describes the design of a decision support tool that aims to increase the interpretability of decision support outputs. The concept of 'grey box' optimisation is introduced, where aspects of the optimisation engine are communicated to, and configurable by, the end user. A multi-objective optimisation algorithm is combined with an interactive visualisation to improve system observability and increase trust.

AB - The introduction of energy efficiency as a new goal into already complex production plans is a difficult challenge. Decision support systems can help with this problem but these systems are often resisted by end users who ultimately bear the responsibility for production outputs. This paper describes the design of a decision support tool that aims to increase the interpretability of decision support outputs. The concept of 'grey box' optimisation is introduced, where aspects of the optimisation engine are communicated to, and configurable by, the end user. A multi-objective optimisation algorithm is combined with an interactive visualisation to improve system observability and increase trust.

KW - Energy efficiency

KW - Manufacturing

KW - Optimisation

KW - Visualisation

UR - https://www.scopus.com/pages/publications/84896093147

U2 - 10.1007/978-3-642-40352-1_12

DO - 10.1007/978-3-642-40352-1_12

M3 - Conference contribution

AN - SCOPUS:84896093147

SN - 9783642403514

T3 - IFIP Advances in Information and Communication Technology

SP - 88

EP - 95

BT - Advances in Production Management Systems

PB - Springer New York LLC

T2 - IFIP WG 5.7 International Conference on Advances in Production Management Systems, APMS 2012

Y2 - 24 September 2012 through 26 September 2012

ER -

Upton C, Quilligan F, García-Santiago C, González-González A. Energy efficient production planning a joint cognitive systems approach. In Advances in Production Management Systems: Competitive Manufacturing for Innovative Products and Services - IFIP WG 5.7 International Conference, APMS 2012, Revised Selected Papers. PART 1 ed. Springer New York LLC. 2013. p. 88-95. (IFIP Advances in Information and Communication Technology; PART 1). doi: 10.1007/978-3-642-40352-1_12

Energy efficient production planning a joint cognitive systems approach

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

Other files and links

Fingerprint

Cite this