Better drilling through sensor analytics: A case study in Live Operational Intelligence

Chetan Gupta, Krishnamurthy Viswanathan, Lakshminarayan Choudur, Ming Hao, Umeshwar Dayal, Ravigopal Vennelakanti, Paul Helm, Anil Dev, Sunil Manjunath, Sastry Dhulipala, Sangamesh Bellad

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

In this paper, we present our Live Operational Intelligence (LOI) framework for developing, deploying, and executing applications that mine and analyze large amounts of data collected from multiple data sources to help operations staff take more informed decisions during management of operations in various industry verticals. We illustrate the use of the LOI framework with a case study from oil and gas drilling operations. The application involves characterizing and profiling on-shore wells being tapped for natural gas, and using this knowledge to construct a real-time operational intelligence engine for monitoring oil and gas drilling operations.

Original languageEnglish
Title of host publicationProc. of the 5th International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'11 - Held in Conjunction with the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-2011
Pages8-15
Number of pages8
DOIs
StatePublished - 2011
Event5th International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'11 - Held in Conjunction with the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-2011 - San Diego, CA, United States
Duration: 21 Aug 201124 Aug 2011

Publication series

NameProceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

Conference

Conference5th International Workshop on Knowledge Discovery from Sensor Data, SensorKDD'11 - Held in Conjunction with the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD-2011
Country/TerritoryUnited States
CitySan Diego, CA
Period21/08/1124/08/11

Keywords

  • Case study
  • Operational intelligence
  • Sensor data analytics

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