During the last two decades, in statistical process monitoring plentiful new methods appeared with synthetic-type control charts being a prominent constituent. These charts became popular designs for several reasons. The two most important ones are simplicity and proclaimed excellent change point detection performance. Whereas there is no doubt about the former, we deal here with the latter. We will demonstrate that their performance is questionable. Expanding on some previous skeptical articles we want to critically reflect upon recently developed variants of synthetic-type charts in order to emphasize that there is little reason to apply and to push this special class of control charts.
翻译:在过去二十年中,在统计过程监测方面,出现了大量新方法,合成型控制图是一个突出的组成部分。这些图表由于若干原因成为流行的设计。两个最重要的图表是简单化的,并宣布了极好的改变点检测性能。虽然对前者毫无疑问,我们这里处理的是后者。我们将证明它们的性能是值得怀疑的。我们要扩大以前一些怀疑性的文章的范围,认真思考最近开发的合成型控制图的变体,以便强调没有理由应用和推动这一特殊类别的控制图。