Horner Plot: 5 Essential Python Analysis Steps
Build a Horner plot in Python with a tested buildup example. Calculate permeability and skin in five steps, check fit windows and understand the limitations.
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Tutorials
Learn the method. Build the workflow. Follow worked engineering examples with defined units, transparent assumptions and reproducible Python workflows.
45 articles · Latest first
Minimum Curvature Method: Automate Directional Drilling Surveys
Learn the minimum curvature method for directional drilling surveys with a worked dogleg severity example, governing equations, and verified Python code.
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Wellhead Choke Sizing: Automate the Gilbert Calc
Work the wellhead choke flow rate calculation by hand using the Gilbert, Ros, Baxendell and Achong correlations, then automate it in Python.
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Gas Lift Valve Spacing: Automate the Design Calc
Step-by-step gas lift valve spacing calculation: find the max depth of injection, space unloading valves by hand, then automate it in Python.
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Erosional Velocity: Automate the API RP 14E Check
Erosional velocity screening explained with API RP 14E, mixture density, a worked example and verified Python workflow for production piping checks.
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Gas Well Liquid Loading: Automate the Turner Check
Learn how to detect gas well liquid loading using the Turner critical velocity equation, work a real example by hand, then automate the check in Python.
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Kill Sheet Calculation in Python: Step by Step
Stop hand-calculating kill weight mud under pressure. Learn the KMW, ICP and FCP formulas, work a real example, then automate the kill sheet in Python.
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Bit Nozzle TFA Calculator in Python
Build a bit nozzle TFA calculator in Python to calculate jet velocity, nozzle pressure loss, hydraulic horsepower and nozzle-size sensitivity.
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ESP Affinity Laws Calculator in Python
Build an ESP affinity laws calculator in Python to predict flow, head, pressure and power across frequency changes before adjusting the VSD.
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Nodal Analysis in Python: Automate IPR-VLP
Automate nodal analysis in Python: code the Vogel IPR and VLP curves, solve for the well's operating point, and rerun scenarios in seconds.
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ECD Calculation: Automate It With Python
Calculate ECD the way drillers do by hand, then automate it in Python so every planned depth gets checked against your safe drilling window automatically.
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Coiled Tubing Fatigue Life: Automate Miner’s Rule
Track coiled tubing fatigue life by string position, pressure and weld, then forecast safe repeat runs with a free portable Windows engineering tool.
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