TY - JOUR
T1 - Performance measures of discrete and continuous time-between-events control charts
AU - Rizzo, Caterina
AU - Chin, Swee Teng
AU - van den Heuvel, Edwin
AU - Di Bucchianico, Alessandro
PY - 2020/12/1
Y1 - 2020/12/1
N2 - An increasing number of applications in the chemical industry involve measuring nonconforming items, particularly in high-purity processes or high-yield processes. Dedicated monitoring tools such as the time-between-events (TBE) control charts have been developed for both discrete time (CCC-charts) and continuous time (tr-charts) for detecting any shifts in the process defect rate. However, most common performance metrics used in literature are not always appropriate and may not suffice to describe the efficiency of a monitoring system. The definition of conditional performance measures described in the literature is extended to TBE charts. These metrics are computed for Shewhart-type TBE charts with run rules and used to compare these charts at different aggregation levels.
AB - An increasing number of applications in the chemical industry involve measuring nonconforming items, particularly in high-purity processes or high-yield processes. Dedicated monitoring tools such as the time-between-events (TBE) control charts have been developed for both discrete time (CCC-charts) and continuous time (tr-charts) for detecting any shifts in the process defect rate. However, most common performance metrics used in literature are not always appropriate and may not suffice to describe the efficiency of a monitoring system. The definition of conditional performance measures described in the literature is extended to TBE charts. These metrics are computed for Shewhart-type TBE charts with run rules and used to compare these charts at different aggregation levels.
KW - average length of inspection (ALI)
KW - conditional expected delay (CED)
KW - high-yield processes
KW - probability of successful detection (PSD)
KW - standard deviation of length of inspection (SDLI)
KW - statistical process control (SPC)
UR - http://www.scopus.com/inward/record.url?scp=85087168905&partnerID=8YFLogxK
U2 - 10.1002/qre.2687
DO - 10.1002/qre.2687
M3 - Article
AN - SCOPUS:85087168905
SN - 0748-8017
VL - 36
SP - 2754
EP - 2768
JO - Quality and Reliability Engineering International
JF - Quality and Reliability Engineering International
IS - 8
ER -