Intelligent Production Planning in the Food Industry

被引：0

作者：

Knitter L. ^{[1
]}

Tschirner J. ^{[2
]}

Jagusch K. ^{[2
]}

Kummer H. ^{[2
]}

Sender J. ^{[3
]}

机构：

[1] Fraunhofer-Institut für Großstrukturen in der Produktionstechnik IGP, Albert-Einstein-Str. 30, Rostock

[2] Fraunhofer IGP, Rostock

来源：

ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb | 2023年 / 118卷 / 12期

关键词：

Customer-Supplier Relationship; Demand Forecasting; Food Industry; Machine Learning; Platform; Production Planning;

D O I：

10.1515/zwf-2023-1168

中图分类号：

学科分类号：

摘要：

Inadequate production planning in the food industry leads to high wastage. To prevent this, an intelligent prediction algorithm is developed, which can make the prediction based on information from the POS system. Additional parameters can be integrated to increase the prediction accuracy compared to classical methods. An implementation on one platform between customer and supplier minimizes the communication effort. © 2023 Walter de Gruyter GmbH, Berlin/Boston, Germany.

引用

页码：826 / 830

页数：4

共 50 条

[1] Production planning in the food industry
Rolstadas, A
PRODUCTION PLANNING & CONTROL, 1998, 9 (04) : 319 - 319
[2] Reengineering the production planning process in the food industry
Houghton, E
Portougal, V
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1997, 50 (2-3) : 105 - 116
[3] An Intelligent System for Production Resources Planning in Hong Kong Garment Industry
Lee, C. K. H.
Choy, K. L.
Law, K. M. Y.
Ho, G. T. S.
2012 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2012, : 889 - 893
[4] Integrated Production Inventory Routing Planning for Intelligent Food Logistics Systems
Li, Yantong
Chu, Feng
Feng, Chenpeng
Chu, Chengbin
Zhou, MengChu
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 20 (03) : 867 - 878
[5] Production and IT growing together Intelligent, interconnected and partly real: Industry 4.0 in Food Production
不详
FLEISCHWIRTSCHAFT, 2015, 95 (01): : 45 - 45
[6] PREPARATION OF PLANNING COURSE MODELS FOR PROSPECTIVE AND ANNUAL PLANNING IN INDUSTRY FOOD PRODUCTION PLANTS
SCHINDLE.H
LEBENSMITTEL INDUSTRIE, 1970, 17 (03): : 108 - &
[7] Integrated production planning and water management in the food industry: A cheese production case study
Pulluru, Sai Jishna
Akkerman, Renzo
Honenrott, Andreas
27TH EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, PT C, 2017, 40C : 2677 - 2682
[8] Intelligent planning of production systems
Ebert, Ralf-Erik
Schachmanow, Jurij
Wrobel, Gregor
ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2015, 110 (03): : 103 - 106
[9] FOOD-TECHNOLOGY WITH INTELLIGENT PLANNING
BERNUTZ, H
ALIMENTA, 1992, 31 (06): : 111 - 113
[10] Active and Intelligent Packaging for the Food Industry
Pereira de Abreu, D. A.
Cruz, J. M.
Paseiro Losada, P.
FOOD REVIEWS INTERNATIONAL, 2012, 28 (02) : 146 - 187

← 1 2 3 4 5 →