Predicting Order Due Date

被引:4
作者
Berlec, Tomaz [1 ]
Starbek, Marko [1 ]
机构
[1] Univ Ljubljana, Lab Mfg Syst & Prod Proc Planning, Fac Mech Engn, Ljubljana 1000, Slovenia
关键词
Predicting; Due date; Lead times; Distribution function; Sampling;
D O I
10.1007/s13369-012-0279-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The paper presents a procedure for predicting due date of production orders on the basis of past actual lead time data. A client for a particular production order will select the best bidder. It is rather risky to make a bid just on the basis of sales experience. A procedure is therefore proposed by which, on the basis of the actual lead times of operational and assembly orders processed in the company's workplaces in the past, the expected lead time of a planned production order can be predicted. The result of the proposed procedure for predicting lead times is an empirical distribution of possible lead times for a production order. On the basis of this distribution, it is possible to predict the probable lead time of a production order, taking into account a confidence interval. Using the proposed procedure, the sales department can make a delivery time prediction for the customer of the planned production order. As an illustration of using the procedure for predicting lead times of production orders, a case study is presented: the lead time of a production order for a "linking element of an oil vent" was predicted; the tool is manufactured by a Slovenian company.
引用
收藏
页码:1751 / 1766
页数:16
相关论文
共 20 条
[1]  
[Anonymous], 2018, ENG C
[2]  
BEGEMANN C, 2005, THESIS U HANNOVER
[3]  
CHEN YJ, 2005, P CIRP 3 INT C REC M
[4]  
Denkena B., 2006, P 39 CIRP INT SEM MA, P157
[5]   A STRUCTURAL METHODOLOGY FOR MANAGING MANUFACTURING LEAD TIMES IN MAKE-TO-ORDER COMPANIES [J].
KINGSMAN, BG ;
TATSIOPOULOS, IP ;
HENDRY, LC .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1989, 40 (02) :196-209
[6]   Modelling input-output workload control for dynamic capacity planning in production planning systems [J].
Kingsman, BG .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2000, 68 (01) :73-93
[7]  
KRAUSE FL, 1991, P IFIP CAPE
[8]   NEGOTIATING DUE-DATES BETWEEN CUSTOMERS AND PRODUCERS [J].
LAWRENCE, SR .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 1994, 37 (01) :127-138
[9]  
Leem CS, 2005, INTELLIGENT KNOWLEDGE-BASED SYSTEMS: BUSINESS AND TECHNOLOGY IN THE NEW MILLENNIUM, VOL 2, P3
[10]  
Lodding H, 2005, VDI-BUCH, P1, DOI 10.1007/b138031