# Flotation Kinetics Modeler AI Agent Connect

> Models flotation kinetics from test data to predict recovery and residence time.

## Overview
- **Category:** engineering
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_DIURwYZCwJOapaiVgPKkk0R9WPi7picrMcV86ZpI/ai-agent-connect
- **Tags:** flotation, kinetics, mineral-processing, recovery-prediction, process-modeling

## Description

This MCP server provides specialized tools for mineral processing engineers to model flotation kinetics. By analyzing recovery-time datasets, users can determine fundamental kinetic constants using `calculate_kinetic_parameters`. The server also allows for predicting future recovery levels with `predict_recovery`, calculating necessary circuit times via `estimate_residence_time`, and simulating process changes through `simulate_condition_impact`.

## Tools

### calculate_kinetic_parameters
Determines the fundamental kinetic constants from experimental recovery-time datasets

### estimate_residence_time
Calculates the required time in the flotation circuit to meet a specific recovery target

### predict_recovery
Predicts the expected recovery percentage at a specific point in time

### simulate_condition_impact
Evaluates how changing flotation conditions affects the kinetics

## Prompt Examples

**Prompt:** 
```
Calculate the kinetic parameters for this data: [{'time': 1, 'recovery': 10}, {'time': 5, 'recovery': 40}, {'time': 10, 'recovery': 65}] using first-order kinetics.
```

**Response:** 
```
The calculated rate constant is 0.15 and the ultimate recovery is 85.2%.
```

**Prompt:** 
```
If my rate constant is 0.2 and ultimate recovery is 90%, what will the recovery be at 15 minutes using first-order kinetics?
```

**Response:** 
```
The predicted recovery at 15 minutes is 78.5%.
```

**Prompt:** 
```
How much time is needed to reach 70% recovery if the rate constant is 0.12 and ultimate recovery is 80%?
```

**Response:** 
```
The required residence time to achieve 70% recovery is 12.4 minutes.
```

## Frequently Asked Questions

**How do I calculate kinetic constants from my experimental data?**
You can use the `calculate_kinetic_parameters` tool by providing your recovery-time dataset as a JSON array.

**Can I simulate the effect of increasing reagent dosage?**
Yes, the `simulate_condition_impact` tool allows you to apply a multiplier to your current rate constant and ultimate recovery to estimate improvements.

**How do I know how long the flotation cell needs to run?**
Use the `estimate_residence_time` tool with your target recovery and kinetic parameters to find the required time.