Today every Oil & Gas company is talking about Digital Transformation as a new mantra, making reference to the more recent digital technologies such as IoT, Big Data, Machine learning, etc. Historically we already have seen such "transformations" in the past, such as agricultural revolution with tractors and such, the industrial "revolution" with assembly line and mass production, etc. There is nothing intrinsically new about the recent "digital revolution" and it is more like a déjà vu situation, raising similar questions and some dreadful future scenarios.
Using the basic tripod of people-process-technology, I would argue that the people are the same, regardless of the "revolution". The "technology" is just the enabler of the revolution, the same as the tractor or IoT technology. What really matters is the "process" of how people can use the technology to deliver improved results. Hence, this paper looks into the drilling business from a "process management" perspective as a means to effectively use the digital technology currently available.
Over the last 100 years, "scientific management" has been used or was used as a basis for many current process management styles. Understanding what has worked and what has failed in the past. Learning from the past, gives us a better model for the process to use the current flood of data measurements.
I would like to propose some working models for drilling continuous process improvement, a methodology and some guidelines used.
7 Habits Of Highly Effective People Paperback — Stephen R. Covey
Adeleye, A.R., B.K. Virginillo, A.W. Iyoho, K. Parenteau, and H. Licis. 2004. "Improving Drilling Performance Trough Systematic Analysis of Hystorical Data: Case Study of a Canadian Field". SPE 87177, 1ADC/SPE Drilling Conference, Dallas, TX, USA, 2-4 March.
Iyoho, A.W, K.K. Millheim, B.K. Virginillo, A.R. Adeleye, and M.J. Crumrine. 2004. "Methodology and Benefits of Drilling Analysis Paradigm. SPE 87121." IADC/SPE Drilling Conference. Dallas, TX, USA, 2-4 March.
Drilling Data Vortex — Where the bits meet the bits; Carlos Damski, 2014
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Some of the OnePetro partner societies have developed subject- specific wikis that may help.