DocumentCode
3437297
Title
Computational statistics in a warranty forecasting system
Author
Peng Liu ; Peng Wang
Author_Institution
JMP Div., SAS Inst. Inc., Cary, NC, USA
fYear
2013
fDate
15-18 July 2013
Firstpage
576
Lastpage
581
Abstract
This paper presents a warranty forecasting system that forecasts future failure counts, multiple periods ahead, from the production of a non-repairable product, which enters the field as staggered groups of units. Warranty data analysis is a vast research area. Even warranty forecasting may involve many different scenarios. We focus on the most common scenario and study the issues that appear during the implementation in software. The software with warranty forecasting capability will be accessible to the general users. We will present our efforts that are based on and beyond existing approaches.
Keywords
forecasting theory; production engineering computing; statistical analysis; warranties; computational statistics; nonrepairable product; warranty data analysis; warranty forecasting capability; warranty forecasting system; Approximation methods; Forecasting; Nickel; Production; Random variables; Reliability; Warranties; cumulative forecasting; forecasting uncertainty; reliability; sequential forecasting; warranty;
fLanguage
English
Publisher
ieee
Conference_Titel
Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE), 2013 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4799-1014-4
Type
conf
DOI
10.1109/QR2MSE.2013.6625649
Filename
6625649
Link To Document