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Paper presented at the Offshore Technology Conference, May 2–5, 2022
Paper Number: OTC-32051-MS
... metric assumption total distance travelled scenario reduction distance travelled material cargo flexibility offshore technology conference time window algorithm delivery Introduction This paper explores two case studies indicating how artificial intelligence can be used to automate...
Ilan Sousa Figueirêdo, Tássio Farias Carvalho, Wenisten José Dantas Silva, Lílian Lefol Nani Guarieiro, Erick Giovani Sperandio Nascimento
Paper presented at the Offshore Technology Conference, August 16–19, 2021
Paper Number: OTC-31297-MS
... Bitmap, SAX-REPEAT, k-NN, Bootstrap, and Robust Random Cut Forest (RRCF). The comparison evaluation of unsupervised learning algorithms was performed using a set of metrics: accuracy (ACC), precision (PR), recall (REC), specificity (SP), F1-Score (F1), Area Under the Receiver Operating Characteristic...
Paper presented at the Offshore Technology Conference, April 30–May 3, 2018
Paper Number: OTC-28933-MS
... complexity, and how to help mitigate human error, with the goal of creating an efficient and effective cyber security environment. human factors abs maintainability complexity specification operator human error metric arrangement assessment design process ergonomics integration task...
Paper presented at the Offshore Technology Conference, May 1–4, 2017
Paper Number: OTC-27575-MS
... includes the development of new performance metrics for underreamers based on rock cutting physics and cutter wearing mechanism. This new technology enables the operator to extract insights from similar tool failures in historical data and puts those insights into action on real-time data "in motion...
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