# Sand Production Prediction AI Agent Connect

> Predicts sand production potential by analyzing formation stability and fluid dynamics.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_T9hB3hhM02oHkwC1grhpBzfg6Q88mlOLOf421O7I/ai-agent-connect
- **Tags:** reservoir, sand-production, geomechanics, drilling, stability

## Description

This MCP server provides critical tools for reservoir engineers to predict sand production risks. By analyzing formation strength, in-situ stress, and drawdown, users can determine the `get_critical_drawdown` threshold. The server also identifies the `analyze_failure_zone` extent, estimates the `predict_sand_volume` produced, and provides a full `assess_operational_stability` check to ensure wellbore integrity.

## Tools

### get_critical_drawdown
Determines the maximum pressure reduction allowed before sand production is predicted to begin

### analyze_failure_zone
Identifies the extent of the area around the wellbore susceptible to sand liberation

### assess_operational_stability
Provides a comprehensive safety check by combining mechanical, hydraulic, and fluid composition data

### predict_sand_volume
Estimates the amount of sand expected to be produced given specific flow and stability conditions

## Prompt Examples

**Prompt:** 
```
What is the critical drawdown for a rock with 50 MPa strength and 30 MPa in-situ stress?
```

**Response:** 
```
The critical drawdown is 20 MPa, and the risk level is Moderate.
```

**Prompt:** 
```
Calculate the sand volume for a failure radius of 0.5m, fluid velocity of 2 m/s, and a water cut of 0.2.
```

**Response:** 
```
The expected sand volume is 12.5 kg with a Low transport risk.
```

**Prompt:** 
```
Is my operation stable with 40 MPa strength, 35 MPa stress, 2 MPa drawdown, 1 m/s velocity, and 0.1 water cut?
```

**Response:** 
```
Yes, the operation is stable with a safety margin of 3 MPa. Conditions are safe.
```

## Frequently Asked Questions

**How do I know if my well is at risk of sand production?**
You can use the `assess_operational_stability` tool to perform a comprehensive safety check that evaluates your current drawdown against the formation's strength.

**Can I predict the volume of sand that will be produced?**
Yes, the `predict_sand_volume` tool estimates the expected sand mass based on the failure zone radius, fluid velocity, and water cut.

**What is the critical drawdown?**
The critical drawdown is the maximum allowable pressure reduction before the formation becomes unstable. You can calculate this using `get_critical_drawdown`.