# Reservoir Heterogeneity Index AI Agent Connect

> Quantify reservoir heterogeneity using Dykstra-Parsons and Lorenz coefficients.

## Overview
- **Category:** data-analysis
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_U89BjH3SUMWTuLLVAdfj1hzAD6EIR3M4kn836siU/ai-agent-connect
- **Tags:** reservoir, permeability, porosity, geology, flow-modeling

## Description

This MCP server provides specialized tools for quantifying reservoir heterogeneity to improve flow modeling and completion design accuracy. It allows AI agents to calculate the Dykstra-Parsons coefficient for permeability variation, determine the Lorenz coefficient for flow non-uniformity, evaluate anisotropy impact via vertical and horizontal permeability ratios, and classify distinct flow units based on hydraulic properties. By connecting to Vinkius Edge, these tools enable precise reservoir characterization through your preferred AI client like Cursor or Claude Desktop.

## Tools

### assess_anisotropy_impact
Evaluates how vertical and horizontal permeability ratios affect the reservoir's overall heterogeneity

### calculate_dykstra_parsons
Calculates the Dykstra-Parsons coefficient to quantify permeability variation across layers

### calculate_lorenz_coefficient
Quantifies the degree of non-uniformity in flow using the Lorenz coefficient

### classify_flow_units
Groups reservoir layers into distinct flow units based on hydraulic properties

## Prompt Examples

**Prompt:** 
```
Calculate the Dykstra-Parsons coefficient for permeability values [10, 50, 100, 200] and porosity values [0.2, 0.25, 0.22, 0.28].
```

**Response:** 
```
The calculated Dykstra-Parsons coefficient is 0.52, which indicates moderate heterogeneity.
```

**Prompt:** 
```
What is the anisotropy impact if horizontal permeability is 100 mD and vertical permeability is 10 mD?
```

**Response:** 
```
The anisotropy ratio is 0.1, indicating significant vertical flow impedance due to the permeability ratio.
```

**Prompt:** 
```
Determine the Lorenz coefficient for permeability [5, 10, 15, 20] and porosity [0.1, 0.12, 0.15, 0.18].
```

**Response:** 
```
The Lorenz coefficient is 0.12, suggesting a relatively uniform flow distribution.
```

## Frequently Asked Questions

**How can I calculate permeability variation?**
You can use the `calculate_dykstra_parsons` tool by providing an array of permeability and porosity values.

**What is the purpose of the Lorenz coefficient tool?**
The `calculate_lorenz_coefficient` tool quantifies the degree of non-uniformity in fluid flow within the reservoir.

**Can I group reservoir layers into specific units?**
Yes, the `classify_flow_units` tool groups layers into distinct flow units based on their hydraulic properties.