# Reservoir Simulation Grid Designer AI Agent Connect

> Optimizes spatial discretization for reservoir engineering simulations.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_wlPG7YtaO3xukfTUwyuwjXzQCqnxhkTe0rup7U8O/ai-agent-connect
- **Tags:** reservoir, simulation, grid-design, petroleum, discretization

## Description

This MCP server provides specialized tools for reservoir engineering to design efficient simulation grids. It allows users to `calculate_optimal_cell_size` to balance physical accuracy with computational limits, `assess_well_influence_resolution` to ensure pressure gradients near wells are captured, `estimate_upscaling_impact` to predict information loss, and `optimize_grid_for_constraints` to fit designs within hardware limits.

## Tools

### optimize_grid_for_constraints
Adjusts the grid design to fit within specific hardware or time constraints

### assess_well_influence_resolution
Evaluates if the proposed grid is fine enough to capture the pressure and saturation gradients around wells

### calculate_optimal_cell_size
Determines the ideal spatial resolution required to balance physical accuracy with computational limits

### estimate_upscaling_impact
Predicts the level of information loss when moving from a fine-scale geological model to the simulation grid

## Prompt Examples

**Prompt:** 
```
What is the best cell size for a reservoir 1000m long, 500m wide, with a heterogeneity scale of 50m and a 10 minute limit?
```

**Response:** 
```
The optimal cell size for these parameters is 25m x 25m, resulting in a total of 800 cells.
```

**Prompt:** 
```
Will my current grid capture the pressure changes near my wells?
```

**Response:** 
```
The resolution is adequate for the current well spacing and cell size.
```

**Prompt:** 
```
How much information will I lose if I upscale from 1m to 10m resolution for permeability?
```

**Response:** 
```
The predicted information loss index is 0.15, which indicates high accuracy confidence for permeability.
```

## Frequently Asked Questions

**How do I ensure my grid captures well-bore effects?**
You can use the `assess_well_influence_resolution` tool to evaluate if your cell size is adequate relative to your well spacing.

**Can I adjust my grid to fit specific hardware limits?**
Yes, the `optimize_grid_for_constraints` tool helps adjust the cell count and dimensions to stay within your target computational capacity.

**How is the optimal cell size determined?**
The `calculate_optimal_cell_size` tool uses reservoir dimensions and the heterogeneity scale to find the ideal resolution for your simulation.