Utilidata Announces Development of a Custom Module for AI at the Edge of the Grid
- Mar 16, 2023 4:46 pm GMT
“With edge AI, electric grids can be made more intelligent, reliable, secure, sustainable, and efficient,” said
The new purpose-built module will bring the necessary computational power via a graphics processing unit (GPU) to the edge of the grid at a power consumption, price point, and security standard that lowers the overall cost of decarbonization while accelerating the clean energy transition and improving reliability and resiliency of the grid.
"Utilidata’s smart grid chip, with the first-ever purpose-built AI module for the grid, will transform how utilities operate the grid edge to better serve their customers," said
Utilidata began collaborating with NVIDIA in 2021 to develop the smart grid chip using the NVIDIA® Jetson Nano™ system-on-module. These first-generation devices were installed in 2022 for a demonstration project in
The new purpose-built module contains a specific-sized memory block for grid edge data, optimized clock speeds of the central processing unit (CPU) and GPU to maximize energy efficiency, and a customized number of cores to optimize the cost of the module. It is specifically designed to rapidly process measurements like waveform data from the grid and continuously generate AI models for uses such as granular demand forecasting, identifying pre-outage conditions, and interconnecting new DERs to the grid. This smaller-sized module will be easier to add directly into grid edge devices like EV chargers, solar inverters, and meters. The open hardware and software architecture empowers third-party developers to integrate proprietary software and build new grid-edge applications, using standard metrology, data processing, and DER interaction tools.
The edge of the electric grid, where customers’ homes and businesses connect to the utility system, is becoming exponentially more complex. As more people shift to producing and storing their own energy with solar, batteries, and EVs, powerful computation is needed to process massive amounts of data within seconds and provide grid operators with visibility, information, and tools to enhance reliability, enable demand flexibility, and adapt to a new way of operating the grid. Edge AI accelerates complex computation and decisions where data is being generated by energy consumers, rather than sending large amounts of complex data to a central cloud computing data center, which increases costs and latency, and delays real-time decision making.
Utilidata’s smart grid chip collects and analyzes grid edge data to provide utility companies with real-time visibility into grid performance and capacity. This enables utilities to seamlessly add more clean energy and reduce the cost of existing grid operations or upgrading existing grid infrastructure. The smart grid chip processes waveform data with continuous monitoring and pattern recognition to inform real-time decisions on the grid in split seconds, instead of minutes or hours, which increases reliability and resolves issues with power distribution before outages occur.
NVIDIA Jetson is a leading AI-at-the-edge computing platform with over a million developers using it for edge AI and robotics. With pre-trained AI models, developer SDKs and support for cloud-native technologies across the full Jetson lineup, manufacturers of intelligent machines and AI developers can build and deploy high-quality, software-defined features on embedded and edge devices targeting robotics, AIoT, energy, smart cities, healthcare, industrial applications, and more.
Utilidata is a technology company bringing distributed artificial intelligence (AI) to the edge of the electric grid to accelerate decarbonization and better serve utility customers. The company’s smart grid chip, powered by NVIDIA, is the utility industry’s first scalable distributed AI solution, and provides an open, scalable and future-proof platform for grid operations. For more information, visit utilidata.com or follow @Utilidata on
Jessica RidlenUtilidata firstname.lastname@example.org
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