stage-treatment-analysis
CommunityAnalyze frac stage treatment data.
Education & Research#data analysis#hydraulic fracturing#stage analysis#treatment data#wellbore diagnostics#petroleum engineering
Authorjpfielding
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill addresses the challenge of analyzing complex, often messy, hydraulic fracturing stage treatment data from various file formats, enabling detailed operational insights and diagnostics.
Core Features & Use Cases
- Data Ingestion & Normalization: Handles CSV, TSV, Excel, PDF, and report exports, normalizing units and aligning timestamps.
- Stage Segmentation & Metrics: Identifies individual stages and calculates key metrics like fluid pumped, proppant added, and average pressures.
- Diagnostic Extraction: Detects screenout signatures and estimates ISIP (Instantaneous Shut-In Pressure).
- Comparative Analysis: Enables stage-by-stage comparison using normalized metrics.
- Use Case: A petroleum engineer has a frac van export file and wants to identify which stages experienced high treating pressures or potential screenouts, and compare their proppant loading and fluid volumes.
Quick Start
Analyze the provided stage treatment data file 'frac_data.csv' to identify any screenout events.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: stage-treatment-analysis Download link: https://github.com/jpfielding/claude.pnge/archive/main.zip#stage-treatment-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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