Exploring the value of using data: a case study of continuous improvement through data warehousing

W. Pratt Rogers; M. Mustafa Kahraman; Sean Dessureault

doi:10.1080/17480930.2017.1405473

Exploring the value of using data: a case study of continuous improvement through data warehousing

W. Pratt Rogers^*
, M. Mustafa Kahraman
, Sean Dessureault

^*Bu çalışma için yazışmadan sorumlu yazar

University of Utah
Gumushane University
The University of Arizona College of Engineering

Araştırma sonucu: Dergiye katkı › Makale › bilirkişi

8 Atıf (Scopus)

Özet

The mining industry is adapting data-rich technology. Data management processes and infrastructure require additional investment which, can be difficult to justify. A valuation model for data management infrastructure would necessitate modelling the ‘use’ of data and quantifying the value and the likelihood of success of improvement initiatives. A model is presented which can assess the impacts of a data-driven initiative. The initiatives are shown to be the foundation of improved shift coordination resulting in significant and sustained operational improvements. This paper aims to illustrate the value of using data from source systems in mining operations.

Orijinal dil	İngilizce
Sayfa (başlangıç-bitiş)	286-296
Sayfa sayısı	11
Dergi	International Journal of Mining, Reclamation and Environment
Hacim	33
Basın numarası	4
DOI'lar	https://doi.org/10.1080/17480930.2017.1405473
Yayın durumu	Yayınlandı - 19 May 2019
Harici olarak yayınlandı	Evet

Bibliyografik not

Publisher Copyright:
© 2017, © 2017 Informa UK Limited, trading as Taylor & Francis Group.

BM SKH

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SKH 9 Sanayi, Yenilikçilik ve Altyapı

Belgeye Erişim

10.1080/17480930.2017.1405473

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Link to publication in Scopus

Alıntı Yap

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title = "Exploring the value of using data: a case study of continuous improvement through data warehousing",

abstract = "The mining industry is adapting data-rich technology. Data management processes and infrastructure require additional investment which, can be difficult to justify. A valuation model for data management infrastructure would necessitate modelling the {\textquoteleft}use{\textquoteright} of data and quantifying the value and the likelihood of success of improvement initiatives. A model is presented which can assess the impacts of a data-driven initiative. The initiatives are shown to be the foundation of improved shift coordination resulting in significant and sustained operational improvements. This paper aims to illustrate the value of using data from source systems in mining operations.",

keywords = "Data-driven mine management, continuous improvement, data utilisation, data warehousing, socio-technical systems",

author = "Rogers, \{W. Pratt\} and Kahraman, \{M. Mustafa\} and Sean Dessureault",

note = "Publisher Copyright: {\textcopyright} 2017, {\textcopyright} 2017 Informa UK Limited, trading as Taylor \& Francis Group.",

year = "2019",

month = may,

day = "19",

doi = "10.1080/17480930.2017.1405473",

language = "English",

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journal = "International Journal of Mining, Reclamation and Environment",

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T2 - a case study of continuous improvement through data warehousing

AU - Rogers, W. Pratt

AU - Kahraman, M. Mustafa

AU - Dessureault, Sean

PY - 2019/5/19

Y1 - 2019/5/19

N2 - The mining industry is adapting data-rich technology. Data management processes and infrastructure require additional investment which, can be difficult to justify. A valuation model for data management infrastructure would necessitate modelling the ‘use’ of data and quantifying the value and the likelihood of success of improvement initiatives. A model is presented which can assess the impacts of a data-driven initiative. The initiatives are shown to be the foundation of improved shift coordination resulting in significant and sustained operational improvements. This paper aims to illustrate the value of using data from source systems in mining operations.

AB - The mining industry is adapting data-rich technology. Data management processes and infrastructure require additional investment which, can be difficult to justify. A valuation model for data management infrastructure would necessitate modelling the ‘use’ of data and quantifying the value and the likelihood of success of improvement initiatives. A model is presented which can assess the impacts of a data-driven initiative. The initiatives are shown to be the foundation of improved shift coordination resulting in significant and sustained operational improvements. This paper aims to illustrate the value of using data from source systems in mining operations.

KW - Data-driven mine management

KW - continuous improvement

KW - data utilisation

KW - data warehousing

KW - socio-technical systems

UR - https://www.scopus.com/pages/publications/85034856779

U2 - 10.1080/17480930.2017.1405473

DO - 10.1080/17480930.2017.1405473

M3 - Article

AN - SCOPUS:85034856779

SN - 1748-0930

VL - 33

SP - 286

EP - 296

JO - International Journal of Mining, Reclamation and Environment

JF - International Journal of Mining, Reclamation and Environment

IS - 4

ER -

Exploring the value of using data: a case study of continuous improvement through data warehousing

Özet

Bibliyografik not

BM SKH

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap