New Edge AI Chip Enhances Battery Management Models

Eatron Technologies has taken a significant step forward in battery management technology by leveraging the latest edge AI system on chip from Syntiant. The Eatron Intelligent Software Layer, powered by the ultra-low power NDP120 Neural Decision Processor, is at the core of this groundbreaking development. This innovative approach allows Eatron to deliver precise assessments of state-of-health, state-of-charge, and remaining useful life, resulting in enhanced power utilization and improved accuracy right out of the box.

The NDP120, with its advanced tensor processing core, represents a major leap in energy-efficient inference capabilities. Compared to its predecessors, the NDP100 and NDP101, this second-generation architecture offers a remarkable 25x increase in tensor throughput. By focusing on efficiency without sacrificing ease of programming, Syntiant has created a platform that is poised to revolutionize battery management systems.

One of the key advantages of the Syntiant Core 2 is its optimized tensor-based memory and processing system, which eliminates inefficiencies commonly associated with traditional architectures. This design empowers neural designers with unparalleled control over multiple independent networks, enabling real-time analysis and decision-making without the need for complex cloud infrastructure. As a result, battery pack performance can be boosted by up to 10%, setting a new standard for efficiency and reliability.

Collaboration between Eatron and UK-based battery modeling developer About:Energy has further enhanced the capabilities of the AI-BMS-on-chip solution. By combining their expertise, the two companies have created a plug-and-play system that promises to deliver performance, safety, and longevity improvements across a wide range of battery-powered applications. From consumer electronics to micro LCVs and forklifts, the potential impact of this technology is vast and far-reaching.

According to Amedeo Bianchimano, Chief Product Delivery Officer at Eatron Technologies, the integration of their latest AI models on the edge in the Syntiant chip marks a significant milestone. This development ensures that any battery-powered application can be deployed at scale with maximum safety and efficiency. Mallik P. Moturi, Chief Business Officer at Syntiant, echoes this sentiment, emphasizing the transformative impact of the NDP120 on battery life, safety, and performance across various industries.