AI-powered Intrusion Detection System
To protect critical infrastructure from animal-related disruptions, Shivoham offers an AI-powered Intrusion Detection System (IDS) specifically engineered for remote substations and heavy machinery zones. By combining advanced computer vision with industrial-grade sensors, the system provides a non-lethal, proactive defense against wildlife.
The Challenge: Animal-Induced Disruptions
In remote areas, animals like monkeys, elephants, and leopards pose significant risks to high-voltage equipment:
- Equipment Bridging: Medium-voltage systems (up to 36 kV) are vulnerable to “bridging” when animals cross air-spaced clearances, leading to catastrophic arc flashovers and outages.
- Contamination: Bird guano pollution on insulators can cause flashover behavior and long-term equipment degradation.
- Physical Damage: Heavy animals can damage conductor strands, while smaller animals like rodents may nest in sensitive panels.
Key Solution Features
Our system transforms standard surveillance into an autonomous security teammate:
- Intelligent Species Identification: Utilizing YOLO-based deep learning models, the system distinguishes between humans, vehicles, and specific wildlife (e.g., elephants or leopards) to eliminate 99% of false alarms caused by weather or debris.
- Multi-Sensor Fusion: Combines thermal vision for night-time detection, microwave motion sensors for 360° coverage, and fiber-optic vibration sensors to detect perimeter breaches.
- Autonomous Virtual Deterrence: Once a threat is confirmed, the system can automatically trigger non-lethal deterrents such as LED spotlights, ultrasonic buzzers, or “Honey Bee” sound devices to safely repel animals before they reach core assets.
Benefits & Implementation
Benefits
- Reduced Downtime: Prevents unplanned outages that cost millions in hardware replacement and service interruptions.
- Remote Accessibility: Solar-powered units with GSM/Wi-Fi connectivity ensure continuous operation in forest-adjacent areas without local power or internet.
- Safety & Compliance: Automates audit trails for regulatory compliance while keeping personnel away from energized zones during animal incidents.
- Eco-Friendly Management: Supports wildlife conservation by preventing accidental electrocution and avoiding the use of lethal force.
Implementation
- MV/HV Substations (Phase-to-ground protection).
- Remote Access Roads & Brush Lines.
- Heavy Machinery Storage Yards.
- Railway Tracks & Critical Utility Corridors.