Please use this identifier to cite or link to this item: https://doi.org/10.15480/882.1460
Publisher URL: https://www.epubli.de/shop/buch/2000000069144
Title: Influence of patterns and data-analytics on production logistics
Language: English
Authors: Kormann, Benjamin 
Altendorfer-Kaiser, Susanne 
Keywords: knowledge discovery in database;data analytics;process model;supply chain analytics
Issue Date: Oct-2017
Publisher: epubli
Source: Digitalization in supply chain management and logistics
Volume number: 23
Journal or Series Name: Proceedings of the Hamburg International Conference of Logistics (HICL) 
Abstract (english): The flow of information is an essential part of Industry 4.0, as more reliable process data is available and subsequent hardware changes provide for processing power to enable large-scale data analysis. Due to the fact that most data analytics and big data frameworks presume that Data-Mining- and Data-Analytics-Activities are conducted in form of projects, this paper focuses on the integration of data analytics and data mining into operational processes and the resulting consequences of the organization. Therefore a framework to implement data analytics workflows in production logistics to improve decision-making and processes is presented. By integrating data analytics workflows in production logistics applying the presented framework, more resources can be devoted to proactively discover and counteract possible bottlenecks or constrictions instead of resorting to firefighting and taskforce-activities. The methodology to derive such framework consists of developing and implementing data analytics use-cases along the supply chain in production logistics according to current big-data and data-analytics frameworks in cooperation with a large automotive supplier and modifying current
frameworks and approaches to fit the company’s requirements.
Conference: Hamburg International Conference of Logistics (HICL) 2017 
URI: http://tubdok.tub.tuhh.de/handle/11420/1463
DOI: 10.15480/882.1460
ISBN: 978-3-7450-4328-0
ISSN: 2365-5070
Type: InProceedings (Aufsatz / Paper einer Konferenz etc.)
License: CC BY-SA 4.0 (Attribution-ShareAlike 4.0) CC BY-SA 4.0 (Attribution-ShareAlike 4.0)
Appears in Collections:Publications with fulltext

Files in This Item:
File Description SizeFormat
kormann_altendorfer-kaiser_patterns_data-analytics_hicl_2017.pdfInfluence of Patterns and Data-Analytics on Production logistics643,96 kBAdobe PDFThumbnail
View/Open
Show full item record

Page view(s)

1,333
Last Week
10
Last month
7
checked on Oct 29, 2020

Download(s)

438
checked on Oct 29, 2020

Google ScholarTM

Check

Note about this record

Export

This item is licensed under a Creative Commons License Creative Commons