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The Balance between Technology and Human Data Acquisition for Condition Assessment Studies for Water and Wastewater Facilities: Have We Reached the Tipping Point?

机译:用于水和废水设施状况评估研究的技术与人类数据采集之间的平衡:我们是否达到了临界点?

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Have we reached the tipping point of technology gathering data in the field more quickly and accurately than human data acquisition for condition assessments for water and wastewater facilities? This paper will evaluate the state of the art technology in this area in comparison to the capability of human acquisition efforts. CCTV was one of the first entrants into the condition assessment arena followed by ultrasonic equipment, magnetic flux tools, and most recently drone technology. Field data acquisition for water and wastewater facilities has been developing since the 1970s. The major challenge with some of the data acquired by technology was the interpretation of the data. Some early CCTV data was very difficult to interpret. This paper will also look at various technologies and how interpretation of the data has improved over the last four decades. It will also look at human data acquisition and how it has evolved. Have we reached the tipping point where technology-based data acquisition overtakes human data acquisition or is there a balance between the two?
机译:与用于水和废水设施状况评估的人类数据采集相比,我们是否已经达到了更快,更准确地收集现场数据的技术的临界点?本文将与人类获取工作的能力进行比较,评估该领域的最新技术。央视是进入状态评估领域的首批参与者之一,其次是超声波设备,磁通量工具以及最新的无人机技术。自1970年代以来,就一直在开发用于水和废水处理设施的现场数据。技术获取的某些数据的主要挑战是数据的解释。一些早期的CCTV数据很难解释。本文还将探讨各种技术,以及在过去的40年中如何改进数据的解释。它还将研究人类数据采集及其发展。我们是否已经达到了基于技术的数据采集取代人工数据采集的临界点,或者两者之间是否达到平衡?

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