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

MakaleYalnız künye
  • SDG 9 · Sanayi, Yenilikçilik ve Altyapı
  • SDG 12 · Sorumlu Üretim ve Tüketim

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.

Anahtar Kelimeler

RDL Kalıcı Bağlantı (PID)
https://rdlopen.rawdatalibrary.net/r/gumushane/11352Resmi atıflarda kullanılan kalıcı adres
Tam Kayıt
AlanDeğerDil
dc.contributor.authorRogers, W. Pratt
dc.contributor.authorKahraman, M. Mustafa
dc.contributor.authorDessureault, Sean
dc.date.accessioned2026-10-22T10:18:55.974817771Z
dc.date.available2026-10-22T10:18:55.974817771Z
dc.date.issued2019
dc.description.abstractThe 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.
dc.identifier.doi10.1080/17480930.2017.1405473
dc.identifier.eissn1748-0949
dc.identifier.endpage296
dc.identifier.issn1748-0930
dc.identifier.issue4
dc.identifier.scopus2-s2.0-85034856779
dc.identifier.startpage286
dc.identifier.urihttps://rdlopen.rawdatalibrary.net/r/gumushane/11352
dc.identifier.volume33
dc.identifier.wosWOS:000463831700004
dc.language.isoen
dc.publisherTaylor and Francis Ltd.
dc.relation.ispartofInternational Journal of Mining, Reclamation and Environment
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectcontinuous improvement
dc.subjectdata utilisation
dc.subjectdata warehousing
dc.subjectData-driven mine management
dc.subjectsocio-technical systems
dc.subject.classificationEnvironmental Sciences
dc.subject.classificationMining & Mineral Processing
dc.subject.classificationEnvironmental Sciences & Ecology
dc.subject.otherData warehouses
dc.subject.otherInvestments
dc.subject.otherWarehouses
dc.subject.otherContinuous improvements
dc.subject.otherdata utilisation
dc.subject.otherManagement infrastructure
dc.subject.otherManagement process
dc.subject.otherMine management
dc.subject.otherMining operations
dc.subject.otherOperational improvements
dc.subject.otherSociotechnical systems
dc.subject.otherdata management
dc.subject.otherdatabase
dc.subject.otherinfrastructure
dc.subject.othermining industry
dc.subject.othermodel
dc.subject.othervaluation
dc.subject.otherInformation management
dc.titleExploring the value of using data: a case study of continuous improvement through data warehousing
dc.typeArticle
dspace.entity.typePublication
rdl.citation.openalex11
rdl.citation.scopus9
rdl.citation.wos8
rdl.oa.statusclosed
rdl.sdgSDG09
rdl.sdgSDG12
rdl.source.indexSCOPUS
rdl.source.indexWOS
rdl.wos.indexScience Citation Index Expanded (SCI-EXPANDED)
rdl.wos.indexSocial Science Citation Index (SSCI)