Queueing System Analysis in Oil and Gas Abandonment Operations
Name
monnig-jmonnig-sm-sdm-2023-thesis.pdf
Description
Thesis PDF
Size
2.61 MB
Format
Adobe PDF
Checksum (MD5)
79ef4d73968f8fcfe7e100d8931edbb2
Author(s)
Monnig, Jonathan R.
Advisor(s)
Willems, Sean P.
Date Issued
September 2023
Publisher
Massachusetts Institute of Technology
Abstract
Oil and Gas (O&G) well abandonments are crucial in ensuring environmental and regulatory compliance in the industry. This thesis characterizes an O&G well abandonment system and process using well-plugging regulations from six major hydrocarbon-producing states in the United States. A comprehensive process flow diagram depicting the O&G well abandonment process is presented. The well abandonment process is further characterized as a queueing system and a queueing network model is developed.
The study introduces four job prioritization classes to explore the impact of prioritization and priority queues on the defined system performance metrics. Due to the complexity of the system, and instances when the server capacity required exceeds the capacity available, traditional queueing equations are inadequate, necessitating the use of simulation. The simulation, implemented using Python and the SimPy library, assesses the system's behavior and efficiency. The functionality of the simulation is demonstrated through five insights that explore varying architectures of the developed queueing system, encompassing server prioritization schemes, service channel configurations, job priority compositions, review periods, and dynamic server counts.
This analysis employs queueing theory to model the stochastic behavior of the O&G well abandonment process, emphasizing the need for simulation. The resultant model identifies dominant queueing system architectures, including combined service channel configurations, priority queues, and review periods that reduce average throughput times and variability of prioritized jobs in the well abandonment process.
MIT Department
System Design and Management Program.
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In Copyright - Educational Use Permitted
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