Global PCB Connections: Following DFM Rules Leads to Better Boards
Elementary Mr. Watson: How to Reinvent Your Professional Journey
Fresh PCB Concepts: PCB Plating Process Overview
Lockheed Martin, NVIDIA Demonstrate AI-Driven Digital Twin With Potential To Advance Predictive Forecasting
January 31, 2024 | Lockheed MartinEstimated reading time: 2 minutes
In a year where the National Oceanic and Atmospheric Administration (NOAA) has reported record ocean temperatures, an innovative project from Lockheed Martin, built in collaboration with NVIDIA, is showing how artificial intelligence can be used to fuse data and detect anomalies in current environmental conditions.
Since 2022, Lockheed Martin has collaborated with NVIDIA to build a prototype of an AI-driven Earth and Space Observing Digital Twin that can:
- Process live streams of incoming weather data, apply AI and machine learning to analyze the data,
- Display current global environmental conditions from satellite and ground-based observations and output from weather forecasting models.
Recently, the project achieved a significant milestone, demonstrating one of NOAA’s critical data pipelines – sea surface temperatures – to highlight multi-sensor fusion from satellite and model data along with short term temperature anomalies.
The Earth and Space Observing Digital Twin aims to provide NOAA with an efficient and centralized approach to fuse and visualize data from various space and earth sensors. The demo showed NOAA and other government customers the potential of using AI to display high-resolution, accurate, and timely depictions of satellites and sensor data.
“A platform such as our digital twin could serve as a one-stop-shop for global weather monitoring and could enable more accurate initial conditions for predictive forecasting,” said Lynn Montgomery, AI research engineer at Lockheed Martin. “Every day, NOAA receives terabytes of weather data from numerous space and Earth-based sensors, and this project helps fuse this information accurately to support timely depiction of global conditions.”
The project uses Lockheed Martin’s OpenRosetta3D software and the NVIDIA Omniverse development platform to build applications that aggregate data in real time. The Digital Twin uses these technologies to advance 4D visualizations and display this information in a digestible format.
“From monitoring current environmental conditions to predicting them, digital twins can help climate and weather enterprises tackle their toughest AI and forecasting challenges,” said Dion Harris, director of accelerated computing product solutions at NVIDIA. “This latest milestone in our collaborative efforts demonstrates how NVIDIA Omniverse can quickly synthesize terabytes of NOAA data from a large number of sources to speed up global weather monitoring and prediction.”
Lockheed Martin’s next plans are to incorporate additional data streams — such as space weather and sea ice concentrations — into the Earth and Space Observing Digital Twin next year.
This project was funded by NOAA SAE Joint Venture Partnerships for the exploration of possibilities for a future state and not a mission itself.
Share on:
Suggested Items
n-hop technologies Limited, OneAsia Network Limited Partner to Revolutionize Data Transfer and Networking Solutions
12/20/2024 | ACN Newswiren-hop technologies Limited, a leader in telecommunications and computer networking innovations, and OneAsia Network Limited (OneAsia), the AI factory enabler with data centres across APAC, have signed a Memorandum of Understanding (MOU) to collaborate on pioneering large data transfer solutions and AI Data Centre networking technologies.
Avnet Insights: Engineers Outline Opportunity for AI
12/19/2024 | AvnetFor the fourth consecutive year, Avnet, Inc. (Nasdaq: AVT) will release its Avnet Insights survey, which has been keeping a pulse on how engineers are responding to the market since 2021. This year’s survey examines technology’s new frontier: Artificial Intelligence, and the promise – and challenges – it presents for product design.
Flex Factory Recognized for Manufacturing Excellence and Continuous Improvement by the Association for Manufacturing Excellence
12/19/2024 | FlexFlex announced that its Zhuhai, China site, specializing in advanced assembly, tool design and manufacturing, and metal and plastics capabilities for Lifestyle and Data Center customers, received an Excellence Award from the Association for Manufacturing Excellence (AME) for demonstrating world-class continuous improvement and results. This is the third consecutive year a Flex facility received an AME Excellence Award.
Statistically Testing Inner Layer Yield Improvement Projects
12/18/2024 | Dr. Patrick Valentine, UyemuraCan we trust our measurement system to give us reliable data? Is it accurate, repeatable, and reproducible? Measurement is the foundation of quality. We measure for two primary reasons: to make decisions on product quality and to provide data that will inform continuous improvement projects. We can engage in continuous improvement projects if we are confident in our measurement systems.
Rheinmetall, Auterion Working Together on Drone Technology and Developing Standard Operating System for Military Industries
12/17/2024 | RheinmetallScience Applications International Corp. has been awarded a prime position on the $1.8 billion Personnel and Readiness Infrastructure Support Management (PRISM) Multiple Award Task Order Contract (MATOC) vehicle to support the Department of Defense (DoD) and its need to obtain critical services in a shorter time frame. The contract award is for one base year and four option years.