Browsing by Subject "Data Analytics"
Now showing items 1-8 of 8
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(2023-08-10)In the digital age, leveraging the enormous amounts of data available is critical to understanding the petroleum system. One example is chemometric analysis (the application of multivariate statistics to the analysis of ...
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(2018-08-08)The goal of this thesis is to demonstrate that linear-based data-driven models are innovative and robust. They have the potential to forecast well bottom-hole pressure and identify interference effects between wells. Permanent ...
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(2017-07-21)Finite difference based reservoir simulation is commonly used to predict well rates in these reservoirs. Such detailed simulation requires an accurate knowledge of reservoir geology. Also, these reservoir simulations may ...
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(2021-12-01)Material from CSCE 704 Data Analytics for Cybersecurity taught by Dr. Martin Carlisle is made available here as part of the National Science Foundation (NSF) grant (award number 1730695)- CyberTraining: CIP: CiSE-ProS: ...
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(2023-05-10)State Highway Agencies (SHAs) collect a significant amount of digital data on highway projects during different project phases, including bid tabulations and Daily Work Reports (DWRs). However, SHAs do not fully take ...
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(2022-07-20)Sustainability and resilience are becoming major objectives of the future built environment. Although each of them has been developed independently, there is limited research on holistic integration. This dissertation (from ...
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(2018-10-24)The application of statistical analysis and data analytics is not widespread in the petroleum industry, but is gaining recognition and will be applied more in the future. Applying these tools could improve the accuracy and ...
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(2019-04-10)The electrical grid is among the most critical of infrastructures, as it both assures high quality of life and promotes economic growth. Loss of power leads to major economic, social, and environmental impacts. Annual ...