2024年10月21日 · AI-powered predictive tools are helping anticipate and mitigate grid disruptions caused by extreme weather or cyberattacks, improving resilience and ensuring a consistent power supply. AI is also optimizing grid operations for cost-effectiveness and minimizing the impact of variability in renewable energy generation.

We specialize in connecting disparate data and complex systems with smart analytics engines and AI to deliver energy intelligence for planning and operating Smarter Grids to meet the future energy demands of our clients and their customers.

2024年4月29日 · Learn about DOE actions to assess the potential energy opportunities and challenges of AI, accelerate deployment of clean energy, manage the growing energy demand of AI, and advance innovation in AI tools, models, software, and hardware.

The journal focuses on innovative applications of AI that address the critical challenges in energy systems, energy materials, energy chemistry, energy utilization & conversion, and energy & society, as well as other important pressing issues in energy research.

2024年7月22日 · By analyzing vast datasets, from weather patterns to energy consumption trends, AI can forecast energy production with remarkable accuracy. This could enable job scheduling and load shifting to make sure data centres use energy when electricity from renewable energy sources is available – ensuring optimal grid stability, efficiency and 24/7 ...

2024年5月23日 · With some powerful AI models, generating an image can require as much energy as charging up your phone, as my colleague Melissa Heikkilä explained in a story from December.

The AI for Energy Report, published in April 2024, outlines a comprehensive framework for harnessing artificial intelligence to optimize energy operations while reducing risks and costs. An important aspect of the U.S. Department of Energy’s (DOE) mission is to ensure the nation’s energy independence and security both in the short and long ...

2023年11月2日 · AI models can now reliably provide language or image recognition, transform audio sounds into analysable data, power chatbots and automate simple tasks. AI mimics aspects of human intelligence by analysing data and inputs – generating outputs more quickly and at greater volume than a human operator could.

2024年10月17日 · Generative AI can create images and videos, summarize notes and write papers. But those capabilities are the result of machine-learning models that consume tremendous amounts of energy. The...

我们致力于发展人工智能在能源领域的应用，包括从微分代数方程（DAEs）到运筹学（OR），以及机器学习（深度学习、强化学习）等。 我们项目实践方面目前主要是能源系统的建模、仿真、优化与控制（DAEs和OR），以期为能源系统优化设计、优化运行提供基础的软件支撑方案。 在机器学习方面则主要探索新方法的应用。 项目基于强大的 Julia 生态构建。 针对优化设计问题，主要发展综合能源系统优化问题的建模与求解。 针对优化运行问题，则开展仿真引擎、参数识别、 …