A workflow decision support system for achieving customer satisfaction in warehouses serving machinery industry

Stephen W.Y. Cheng, King Lun Tommy Choy, H. Y. Lam

Research output: Journal article publicationConference articleAcademic researchpeer-review

3 Citations (Scopus)

Abstract

Due to the highly competitive modern business environment, manufacturers must be flexible in order to provide customized and high quality products within a short period of time. The warehouse operations of manufacturers have become complex and uncertain due to the offering of various customized products to fulfil customer needs. With limited time and resources, it is a challenge for manufacturers to manage the warehouse workflow in an effective way so as to maintain customer satisfaction and services quality. Moreover, possible risks that may occur during warehouse operations can have negative impacts on the performance of manufacturers. In this paper, a Workflow Decision Support System (WDSS) is proposed to formulate the warehouse operations workflow with consideration of risk management concepts. Radio Frequency Identification (RFID) is adopted to capture real time data. Potential risks and uncertainties are identified and ranked by adopting the analytical hierarchy process. The risk with the highest importance level is then included as an input parameter in formulating the warehouse operations workflow strategy using case-based reasoning. Through a pilot run in a Hong Kong-based machinery manufacturing company, it is found that the system helps to reduce both the planning lead time and the number of customer complaints regarding risk handling, and also allows monitoring of the warehouse performance.
Original languageEnglish
Pages (from-to)1714-1719
Number of pages6
JournalIFAC-PapersOnLine
Volume28
Issue number3
DOIs
Publication statusPublished - 1 May 2015
Event15th IFAC Symposium on Information Control Problems in Manufacturing, INCOM 2015 - Ottawa, Canada
Duration: 11 May 201513 May 2015

Keywords

  • Artificial intelligence
  • Manufacturing Industry
  • Radio Frequency Identification (RFID)
  • Risk assessment
  • Warehouse operations
  • Workflow management

ASJC Scopus subject areas

  • Control and Systems Engineering

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