# Refinery Blending Optimization AI Agent Connect

> Optimizes refinery product blending using linear programming to maximize margins and ensure compliance.

## Overview
- **Category:** supply-chain
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_EZrAmEYWlaBzziY3n6AyvR3YIO68AziFS9LhhlFu/ai-agent-connect
- **Tags:** refinery, blending, optimization, linear-programming, chemical

## Description

This MCP server provides advanced optimization tools for refinery operations. It allows AI agents to manage component inventories, calculate precise blend recipes that account for nonlinear chemical properties, and solve global allocation problems to maximize refinery margins. By using `get_available_streams`, agents can monitor real-time inventory. The `calculate_blend_recipe` tool generates optimal component ratios, while `optimize_allocation` distributes limited streams across multiple product demands. Finally, `validate_product_compliance` ensures every blend meets strict regulatory and quality standards.

## Tools

### calculate_blend_recipe
Determine the optimal volume of each component needed for a target product

### get_available_streams
Retrieve the current inventory of all available component streams

### optimize_allocation
Distribute available component streams across multiple product demands to maximize value

### validate_product_compliance
Verify if a specific blend recipe meets all legal and technical specifications

## Prompt Examples

**Prompt:** 
```
What component streams are currently available in the inventory?
```

**Response:** 
```
The current inventory includes Naphtha (5000L), Aromatics (2500L), and Alkylate (1200L).
```

**Prompt:** 
```
Calculate a recipe for 1000 units of product 'HighOctane_01'.
```

**Response:** 
```
To produce 1000 units of HighOctane_01, you need 600 units of Aromatics (60%) and 400 units of Naphtha (40%).
```

**Prompt:** 
```
Is the blend of 50% Naphtha and 50% Aromatics compliant for product 'Standard_Fuel'?
```

**Response:** 
```
Yes, the blend is compliant with all regulatory and technical specifications for Standard_Fuel.
```

## Frequently Asked Questions

**How does the tool handle nonlinear blending properties?**
The `calculate_blend_recipe` tool uses a specialized mathematical model to account for nonlinearities in properties like octane rating and vapor pressure, ensuring the resulting blend is realistic.

**Can I use this to manage multiple product demands at once?**
Yes, the `optimize_allocation` tool is designed to solve the global optimization problem, distributing available component streams across various product demands to maximize total value.

**How do I ensure my blends meet environmental regulations?**
You can use the `validate_product_compliance` tool to verify that a specific recipe adheres to all technical and regulatory limits before production.