过去的十年,既是管道大规模建设的十年,也是数字管道从无到有、从概念理论到实践应用的十年。在这十年中,几乎每个管道企业,在“数字管道”这条路上,都或早或晚、或快或慢地付出了许多尝试和努力,解决了很多问题,也面临着若干挑战。比较共性的困扰之一就是:尽管积累了海量的业务历史数据和当前数据,仍然难以预计风险体系中最弱的一环在何处、何时。因此,交流和探讨怎样规避“数字管道”的误区,分享乃至吸收兄弟企业的 In the past ten years, it was not only a decade of pipeline construction on a large scale, but also a decade of application of digital pipelines from concept to theory. In the past decade, almost every pipeline enterprise has tried many times, sooner or later, more or less quickly and effortlessly, has solved many problems and also faced a number of problems challenge. One of the more common pitfalls is that despite the massive accumulation of historical and current business data, it is still hard to predict where and when the weakest part of the risk regime will be. Therefore, exchanges and discussions on how to circumvent the misunderstanding of “digital pipe”, share and even absorb the fraternal enterprises