# Kite Power Variance Engine AI Agent Connect

> Calculates power volatility, gust severity, and control margins for kite-based wind energy systems.

## Overview
- **Category:** energy
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_FNAkUEke7atFKoFA8Q7P64yAGC8znIDsG1hxISar/ai-agent-connect
- **Tags:** wind-energy, kite-power, turbulence, aerodynamics, risk-assessment

## Description

This MCP server provides specialized modeling for kite-based wind energy systems operating in turbulent environments. It uses a power spectral density model to determine how wind fluctuations impact power stability. Users can use `calculate_power_volatility` to find the power standard deviation, `analyze_gust_severity` to evaluate peak-to-mean ratios, `evaluate_control_margin` to determine safety buffers based on rider skill, and `get_operational_risk_profile` for a holistic environmental risk assessment.

## Tools

### analyze_gust_severity
Calculates the ratio between peak power bursts and the steady-state power

### calculate_power_volatility
Determines the fundamental volatility and standard deviation of power produced by the kite

### evaluate_control_margin
Determines the safety buffer available to the operator to prevent system failure

### get_operational_risk_profile
Provides a holistic view of the environmental risks for a specific kite setup

## Prompt Examples

**Prompt:** 
```
Calculate the power volatility for a 15m² kite with 12m/s wind and 0.15 turbulence intensity at 0.8 efficiency.
```

**Response:** 
```
The power standard deviation is 42.5 W and the mean power is 1250 W.
```

**Prompt:** 
```
What is the control margin for an expert rider with a 5000W limit in 10m/s wind and 0.2 turbulence?
```

**Response:** 
```
The control margin is 1250 W and the safety status is stable.
```

**Prompt:** 
```
Analyze the risk profile for a novice rider in high turbulence (0.3) with 5 gusts per minute.
```

**Response:** 
```
The risk score is 8.5, the volatility index is high, and the stability rating is critical.
```

## Frequently Asked Questions

**How does rider skill affect the results?**
The `evaluate_control_margin` tool uses the rider skill level to adjust the safety buffer. An 'expert' level provides a buffer boost, while a 'novice' level imposes a penalty on the usable margin.

**What is the purpose of the volatility index?**
The volatility index, provided by `get_operational_risk_profile`, is derived from the power standard deviation to quantify how much the power output fluctuates due to turbulence.

**Can I calculate the impact of frequent gusts?**
Yes, you can use `analyze_gust_severity` to calculate how gust frequency and turbulence intensity compound to impact power stability.