# Waterflood Pattern Optimizer AI Agent Connect

> Optimize waterflood pattern design and predict oil recovery.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_EGS6EyUQLOk5ARRBLTRZQEaXF4skFiaSTmwdyyTw/ai-agent-connect
- **Tags:** reservoir, waterflood, oil-recovery, engineering, optimization

## Description

This MCP connects AI agents to advanced reservoir engineering calculations. It allows for the evaluation of waterflood patterns by calculating total sweep efficiency using `get_pattern_efficiency`, determining optimal injection rates with `calculate_optimal_injection_rate`, and estimating oil recovery via `predict_recovery_volume`. Users can also use `optimize_pattern_design` to compare different geometric arrangements like 5-spot or 9-spot patterns to maximize recovery based on reservoir characteristics.

## Tools

### calculate_optimal_injection_rate
Determines the recommended water injection rate to maintain pressure

### get_pattern_efficiency
Calculates the total sweep efficiency for a specific pattern configuration

### optimize_pattern_design
Compares multiple pattern types to find the one that maximizes recovery

### predict_recovery_volume
Estimates the total volume of oil that can be recovered

## Prompt Examples

**Prompt:** 
```
What is the total sweep efficiency for a 5-spot pattern with 0.7 areal sweep and 0.6 vertical sweep?
```

**Response:** 
```
The total sweep efficiency for the 5-spot pattern is 0.42.
```

**Prompt:** 
```
Estimate the oil recovery for 1,000,000 barrels of initial oil with a 0.5 total sweep and 0.8 displacement efficiency.
```

**Response:** 
```
The expected recovery is 400,000 barrels, resulting in a recovery factor of 0.4.
```

**Prompt:** 
```
Calculate the optimal injection rate for a reservoir with 500,000 volume, 150 permeability, 2000 current pressure, and 2500 target pressure.
```

**Response:** 
```
The optimal injection rate is 125.5 units, with a pressure delta of 500.
```

## Frequently Asked Questions

**How do I find the best pattern for my reservoir?**
You can use the `optimize_pattern_design` tool to compare multiple pattern types against your specific reservoir characteristics and well spacing.

**Can I calculate expected oil recovery?**
Yes, the `predict_recovery_volume` tool estimates the total volume of oil that can be recovered based on initial oil in place and sweep efficiencies.

**What is the purpose of the injection rate tool?**
The `calculate_optimal_injection_rate` tool determines the recommended water injection rate to maintain reservoir pressure effectively.