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AI-Based Wildfire Prevention System
3
AI-Based Wildfire
Prevention Systems
The
Problem
62,805 wildfires
7.5 million acres
Current Solutions
Current Solutions
- 2 parameters - vegetation and surface temperature
- Predict & respond to potential wildfires
- Requires human help
So?
So?
2 parameters - limited scope of detectability
Suppression - damages will already have occured
Human help - potential errors involved
2 Parameters
6 Parameters
Prevention
Suppression
WPS
Human labor
Artificial Intelligence (AI)-based
dji agras mg-1 drone
How the drone works
WPS Design
- Real-time satellite data from NASA and NOAA
- Deploys drones loaded with fire retardant
Steps
1. Pre-processing
- data collected from satellites
2. Learning
- marked with parameters
3. Identification of Hotspots
- Random Forest Model Classifier
4. Drone Deployment
Why is this significant?
Blue Ocean
Blue Ocean vs Red Ocean
Strategy Canvas
Four Actions Framework
Three Tiers of Non-customers
Four Hurdles to Strategy Execution
Costs?
Pricing & Market Potential
one wildfire costs $500,000 to $1,000,000 USD
WPS cost $5,000 a month ($60k/year)
if sold to 17 entities in a year...
market potential = $102 million
if sold to 50 entities in a year...
market potential = $306 million
Team Members
Thank You
Prisha Shroff
NIkasha Kapadia
Ria Kulhari
Samiya Bhodhankar