An intelligent fuzzy-based storage assignment system for packaged food warehousing

Yasmin Y.Y. Hui, King Lun Tommy Choy, G. T.S. Ho, Cathy H.Y. Lam, C. K.H. Lee, Stephen W.Y. Cheng

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

6 Citations (Scopus)

Abstract

In the packaged food industry, fast cargo receiving, reliable storage and accurate order picking in warehouses within short period of time are critical for achieving customer satisfaction. Food easily deteriorates when unloaded packaged food is exposed in an open area, waiting for inbound and packing operations, according to customer orders. In addition, the risk of damaging the packaging of food is higher when the food is frequently transported by forklift trucks during order picking. This highlights the need to provide decision support in warehouse zoning and storage assignment for preventing the above risks occurring. This paper proposes a tri-modular intelligent fuzzy-based storage assignment system, integrating fuzzy logic and association rules mining techniques, to reduce the order-picking and cargo exposure time, as well as the transport frequency and distance. The fuzzy zoning module is used to allocate different types of packaged food to various warehouse zones based on their particular characteristics. The location assignment module reveals hidden relationships in the sales of products, in turns suggesting which products should be placed together in the same zone. A case study is carried out to examine the intelligent system.
Original languageEnglish
Title of host publicationPICMET 2015 - Portland International Center for Management of Engineering and Technology
Subtitle of host publicationManagement of the Technology Age, Proceedings
PublisherPortland State University
Pages1869-1878
Number of pages10
Volume2015-September
ISBN (Electronic)9781890843328
DOIs
Publication statusPublished - 21 Sep 2015
EventPortland International Center for Management of Engineering and Technology, PICMET 2015 - Portland, United States
Duration: 2 Aug 20156 Aug 2015

Conference

ConferencePortland International Center for Management of Engineering and Technology, PICMET 2015
CountryUnited States
CityPortland
Period2/08/156/08/15

ASJC Scopus subject areas

  • Engineering(all)
  • Strategy and Management

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