WP 7 - Real time pattern recognition in drilling logs

 

OBJECTIVES

  • Real-time implementation of dynamic classifier on high dimensional oil well drilling data.
  • Compatible with general AMIDST framework.
  • Include learning parameters on oil well drilling data.
  • Scalable implementation for further development.
  • Evaluation report of the model involving performance and accuracy analysis.
  • Important parts will be released under open source LGPL license.
 

PLANNED WORK

Implement the AMIDST framework in the Verdande Technology environment. Train the models on large datasets and produce a report where performance and accuracy are discussed.

Moreover, a contribution to the open source solutions in terms of proven use cases is expected.
 


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