1. Case

Designed for remote areas or temporary deployments lacking grid power and network infrastructure, including:

l  Forest fire monitoring

l  Agricultural/pasture environmental sensing

l  Border/field security

l  Disaster response

Core Challenges:

1)     No Stable Power: Reliance on renewable energy.

2)     No Network Coverage: Requires 4G/LTE or alternative wireless transmission.

3)     Harsh Environments: Devices must withstand water, dust, and extreme temperatures (-40°C to 70°C).

2. Solution Architecture

1)     Power Supply Module

Solar Energy:

Components: High-efficiency monocrystalline panels (e.g., 100W/24V) + lithium batteries (e.g., 12V/100Ah).

Design: 3–5 days of autonomy in cloudy/rainy conditions, MPPT controller for optimal charging.

Energy Harvesting (Optional):

Vibration/thermal generators for mechanical or high ΔT environments (e.g., railways).

2)     Surveillance Terminals

Low-Power Cameras:

Features: PIR motion activation, 0.5W standby, ≤5W active.

Environmental Sensors:

Types: Temperature/humidity, smoke, gas detectors.

Operation: Scheduled wake-up (e.g., every 10 minutes), ≤0.1W in sleep mode.

3)     Data Transmission

Wireless Bridges:

Range: ≤30km point-to-point (PTP), relay nodes for obstructed/longer distances.

Durability: IP65-rated, -40°C to 70°C operation.

4G Routers:

Fallback connectivity for critical alerts, IP65-rated and wide-temperature tolerant.

4)     Edge Computing (Optional)

AI Processing: Jetson Nano for on-device analytics (e.g., fire detection), transmitting only alerts to conserve bandwidth.

Solar-panel supports and a protected battery enclosure serving a remote monitoring pole.
Representative solar, storage and monitoring components at an off-grid station. AI-generated scenario illustration.

3. Deployment Examples

1)     Scenario 1: Forest Fire Monitoring (Zero Grid/Network)

Hardware:

l  Camera: Solar-powered 4G camera with AI fire detection.

l  Sensors: Smoke + temperature/humidity (LoRa transmission).

l  Comms: 30km wireless bridge + 4G backup.

l  Power: 200W solar panel + 200Ah battery (7-day autonomy).

l  Data Strategy:

Routine: LoRa sensor data (1MB/day).

Alerts: Compressed GPS coordinates + images (10KB).

2)     Scenario 2: Farmland Monitoring (Partial Coverage)

Hardware:

l  Sensors: Soil moisture + weather station (NB-IoT).

l  Camera: Time-lapse imaging (3x/day) stored on SD card.

l  Power: 50W solar panel + 50Ah battery (continuous operation).

l  Data Strategy: Real-time monitoring via Todaair Cloud/APP.

A solar-powered monitoring node in a sunny clearing overlooking forest terrain.
Illustrative forest-edge monitoring with solar power and a clear backhaul direction. AI-generated scenario illustration.

4. Technical Specifications

1)     Ultra-Low Power Design:

MCU: STM32L4 series (1μA sleep mode).

Protocols: CoAP/MQTT-SN for minimized overhead.

2)     Interference Resistance:

Redundant links: Failover between 4G and wireless bridges.

Compression: JPEG-LS for images, LZ77 for text.

3)     Environmental Robustness:

IP65 enclosure, -40°C to 85°C operation.

Lightning protection: Grounding + Phoenix Contact FLT surge suppressors.

5. Operations & Management

1)     Remote Monitoring: Todaair Cloud/APP for battery, signal, and health metrics.

2)     Self-Healing:

Watchdog timer for auto-reboot.

Drone-assisted solar panel cleaning or auto-rotating mounts.

6. Key Advantages

1)     Grid Independence: No reliance on power or public networks.

2)     Longevity: 5+ years lifespan (solar + lithium).

3)     Modularity: Scalable sensors/communication modules.

7. Limitations & Mitigations

1)     Bandwidth Constraints: AI preprocessing to prioritize critical data.

2)     Maintenance Challenges: Modular design for rapid component replacement.

8. Conclusion

This solution integrates energy autonomy, low-power hardware, and hybrid wireless/4G transmission for off-grid surveillance. Deployment requires balancing real-time needs, cost, and maintenance—e.g., prioritizing fire alerts in forests vs. periodic data in agriculture. Future enhancements may leverage satellite links or improved energy harvesting.