In the global wave of technological innovation, DeepSeek has emerged as a standout player. With its DeepSeek R1 model—boasting 100-billion-level parameters and breakthrough inference efficiency—it has become a core engine driving industrial intelligent upgrades. Riding this momentum, Hongdian has successfully deployed the distilled DeepSeek R1 model on its Edge AI Gateway, enabling efficient AI edge computing for diverse scenarios.

How does this edge-powered revolution transform industries? The answer is clear.

From industrial defect detection, smart inspection of power distribution rooms, and safety monitoring at gas stations, to real-time video transmission for telemedicine, face database retrieval in smart cities, vehicle-road collaboration in intelligent transportation, and behavioral analytics in unmanned retail, cross-industry AI capabilities are now seamlessly integrated.

Synergy of Strengths

• Hardware-Software Co-Optimization: TensorRT-based tuning reduces model inference latency by 62%.
• Zero-Code Migration: A 3-step automated model conversion toolchain enables 10-billion-parameter model deployment in minutes.
• Dynamic Load Awareness: Intelligent workload allocation cuts power consumption by 35%.
• Cloud-Edge-Device Collaboration: Kubernetes cluster management supports unified control of millions of terminals.

Core Capabilities

1. Real-Time Edge Decision-Making

• 6+ TOPS NPU acceleration for millisecond-level inference.
• 30% lower latency for time-series anomaly detection vs. cloud solutions.
• Supports 300+ industrial protocols for real-time parsing and AI interaction.

2. Multi-Modal Data Processing

• 4-channel 1080P@30fps video stream analysis.
• Vibration spectrum analysis with 10kHz sampling rate.
• Real-time thermal imaging parsing (256x192 IR matrix).

3. Predictive Maintenance

• Higher accuracy in equipment failure prediction.
• Reduced error in bearing lifespan forecasting.
• Optimized energy efficiency models.

4. Adaptive Security

• Deep packet inspection for industrial protocols.
• <50ms zero-day attack detection.
• Enhanced data desensitization.

5. Flexible Deployment

• OTA model updates and 30% memory optimization with multi-model parallelization.
• Hybrid precision inference (FP16 + INT8).

Simplified Deployment in 4 Steps

1. Install DeepEdge Runtime in 5 minutes.
2. Generate scenario-specific small models via NAS architecture search.
3. Integrate with business systems using DeepSeek APIs & SDKs.
4. Enable privacy-preserving model iteration via federated learning.

Deploy model testing

Powering Scenarios with Edge Intelligence

Hongdian's next-gen Edge AI Gateway, powered by the Rockchip RK3588 chip (6 TOPS INT8 computing), supports PLC protocol conversion, edge data cleansing, and lightweight AI inference. With 5G/Gigabit Ethernet/Wi-Fi redundancy and ultra-low-latency response, it meets critical needs like real-time fault alerts and robotic motion correction—challenges traditional cloud solutions struggle to address.

Hongdian Edge AI Gateway

DeepSeek R1 + Hongdian Edge AI Gateway: Together, they deliver high-performance, cost-effective, and easy-to-deploy solutions, accelerating industrial intelligence from pilot projects to mass adoption.

When every terminal becomes a node of intelligence, and every unit of computing power unlocks value at the edge—the true potential of Industry 4.0 is unleashed.