DocumentCode
3169625
Title
The economically designed control chart for short-run production based on Bayesian method
Author
Zhang Pengwei ; Su Qin
Author_Institution
Sch. of Manage., Xi´an Jiaotong Univ., Xi´an, China
fYear
2011
fDate
8-10 Aug. 2011
Firstpage
4828
Lastpage
4831
Abstract
The paper presents an economic design of a bayesian chart for short-run production. Based on the static chart, we employ the bayesian method which uses sample information to update the information of the process, and the updated information is then combined with the inspection probabilistic model which is developed through the markov chain method to design the dynamic chart. The dynamic chart allows all three parameters, namely the sample interval, sample size and control limit location, to change during production. A direct search technique is applied to find the optimum parameters which minimize the expected cost function. Numerical examples illustrate that the dynamic chart has an overwhelming advantage over the static chart.
Keywords
Markov processes; belief networks; control charts; probability; production control; search problems; Bayesian method; Markov chain method; cost function; direct search technique; economically designed control chart; inspection probabilistic model; short-run production; Bayesian methods; Control charts; Economics; Inspection; Markov processes; Process control; Bayesian method; Control chart; Operation management; Quality control;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location
Deng Leng
Print_ISBN
978-1-4577-0535-9
Type
conf
DOI
10.1109/AIMSEC.2011.6010371
Filename
6010371
Link To Document