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Keywords: big data
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Proceedings Papers
Big Data and Machine Learning: Effective Tools for Ensuring Well Integrity
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, November 2–6, 2020
Paper Number: OTC-30299-MS
... these rules can identify the most common anomalies, they are limited in their ability to identify the complex signatures of others. Big data analytics were applied to close the gap and detect the more complex anomalies that are not clearly defined by the thread manufacturer. Presentation of Data and Results...
Proceedings Papers
Big Data Analytics for Micro-Seismic Monitoring
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28381-MS
... Abstract Big data technology is applied to analyze massive micro-seismic data set, which incorporates previously over-looked data set. This, in turn, will give redundant fracture modelling in stages and exact fracture propagation map in real time. Micro-seismic is pivotal to the success...
Proceedings Papers
The Research of Big Data Analysis Platform of Oil & Gas Production
Available to PurchaseZhao Ruidong, Xiong Chunming, Shi Junfeng, Zhang Yufeng, Peng Yi, Chen Shiwen, Deng Feng, Zhang Xishun, Zhang Xin, Sun Chengyan, Miao Guojing, Xu Lihong, Wei Xianfeng
Publisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28346-MS
... Abstract With the construction of intelligent oil field, profound change is being brought by internet of things and big data, resulting in innovative development and management by information collection, distributed computing and data mining and other technologies. However, it is a great...
Proceedings Papers
Advanced Analytics Solutions: Towards a Data Driven Organisation
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28591-MS
... Performance Management to be performed effectively. Eventually this information will form the crux of Big Data Analytics where co relations between vast amounts of information will allow greater optimization to sweat the assets. The mindset and work processes needs to be changed and competency in data...
Proceedings Papers
Managing Big Data of Offshore Project Lifecycle through Investment Information System
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28602-MS
... Abstract Big Data is popular term in some recent years and become leverage for business trend around the world. Absolutely 100% agree, all the business uses Information Technology for expanding their business and even survive on the market. IT is not supporting business anymore, many start-up...
Proceedings Papers
Digital Twin Bridging Intelligence Among Man, Machine and Environment
Available to PurchasePublisher: Offshore Technology Conference
Paper presented at the Offshore Technology Conference Asia, March 20–23, 2018
Paper Number: OTC-28480-MS
... technologies such as wireless pervasive sensor, IoT, Big Data, Data Analytics, Machine Learning, Artificial intelligence etc. The Digital Twin is one such technologies that would help manning the Asset very effectively in almost all respects providing myriads of benefits. It was named one of Gartner's Top 10...