Amperon

Amperon

Data Infrastructure and Analytics

Houston, Texas 5,378 followers

Forecasting the Energy Transition

About us

Amperon provides AI-powered electricity forecasting and analytics solutions for every electron on the grid. With best-in-class data management infrastructure and coherent AI/ML models at its core, Amperon improves grid reliability, manages financial risk, optimizes renewables, and accelerates decarbonization.

Website
https://amperon.co
Industry
Data Infrastructure and Analytics
Company size
51-200 employees
Headquarters
Houston, Texas
Type
Privately Held
Founded
2017

Locations

Employees at Amperon

Updates

  • View organization page for Amperon, graphic

    5,378 followers

    New webinar alert 📣 Join us on Thursday July 18 as we examine both the benefits and drawbacks of implementing AI in the energy industry. While AI can enhance operational efficiency and facilitate the transition to renewable energy, it also raises concerns about meeting the exponential demand growth while keeping the grid stable and reliable. This session, hosted by Ariel Smith, will feature a discussion on AI related risks and highlight successful AI innovation to mitigate uncertainty. 🤖

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  • Amperon reposted this

    The Bipartisan ADVANCE(Accelerating Deployment of Versatile, Advanced Nuclear for Clean Energy) Act was just signed into law, and here's why this is a huge milestone for 1) electrification, 2) AI, and 3) climate change as a whole. The Act introduces key provisions to expedite the deployment of advanced reactors in the US. It amends the Nuclear Energy Innovation and Modernization Act to establish specific reimbursement rates for NRC advanced reactor application reviews, streamlining regulatory processes. Additionally, the Act mandates the NRC to develop risk-informed, performance-based licensing strategies for micro-reactors within 18 months, enhancing regulatory efficiency for these innovative technologies. What does electrification, AI, and climate change have in common? They all share a need for quickly deployable, low CO2 emission generation. 1) Electrification - In 2023, electricity consumption in the transportation sector hit 18.3 TWh. However, with EVs projected to account for 62-86% of vehicle sales by 2030, this carries a projected load increase to as high as 131 TWh in 2030(over 7x increase). - Heat pumps outsold furnaces in 2022+2023 - 12% more heat pumps sold in 2022, 23% in 2023. Although heat pumps are significantly more efficient than traditional furnaces, there will be load growth associated with the increase in heat pumps. 2) AI The seemingly unlimited potential of AI, comes with the caveat of significant data center power consumption. For example, traditional Google searches take .3 Wh of electrictity, while an average Chat GPT input takes 2.9 Wh(nearly 10x). Overall, data center load(including chip foundries) is expected to increase from 130 TWh in 2023 to 307 TWh in 2030(a near 2.4x increase). That's not to say AI will have a negative impact on climate change/electrification, as there is the plus side of AI accelerating the energy transition. 3) Climate Change CO2 emissions by generation: -Burning coal on average emits 1,050 grams of CO2 per kilowatt-hour(gCO2/KWh) -Burning gas on average emits 450 gCO2/KWh -Nuclear fission emits 15-50 gCO2/KWh On average, nuclear produces as little as 3% and 1.4% the CO2 emissions of nat. gas and coal respectively. With 43.1% and 16.2% of US generation coming from burning nat. gas and burning coal respectively, and nuclear only accounting for 18.6% of the US's generation at this moment, there is a significant opportunity for switching our base load to a lower CO2 option. Final thoughts: Although, it remains to be seen how this Act will impact base load generation, the ADVANCE Act introduces crucial provisions aimed at overcoming regulatory hurdles and accelerating the deployment of advanced reactors. By streamlining the NRC's licensing processes and prioritizing the development of micro-reactors, the Act paves the way for faster adoption of nuclear. This advancement is pivotal in addressing rising electricity demands sustainably while reducing carbon footprints.

    SIGNED: Bipartisan ADVANCE Act to Boost Nuclear Energy Now Law

    epw.senate.gov

  • View organization page for Amperon, graphic

    5,378 followers

    Don't miss this one! 📣This Thursday, Ariel Smith is hosting The Double-Edged Sword: AI’s Role in the #Energy Transition! This session will feature a discussion on AI related risks and highlight successful AI innovation to mitigate uncertainty. 🤖 While AI can enhance operational efficiency and facilitate the transition to renewable energy, it also raises concerns about meeting the exponential demand growth while keeping the grid stable and reliable. 🗓 July 18 ⏲ 1:00pm CT Register now: https://lnkd.in/gcbrHk5J

    View organization page for Amperon, graphic

    5,378 followers

    New webinar alert 📣 Join us on Thursday July 18 as we examine both the benefits and drawbacks of implementing AI in the energy industry. While AI can enhance operational efficiency and facilitate the transition to renewable energy, it also raises concerns about meeting the exponential demand growth while keeping the grid stable and reliable. This session, hosted by Ariel Smith, will feature a discussion on AI related risks and highlight successful AI innovation to mitigate uncertainty. 🤖

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  • View organization page for Amperon, graphic

    5,378 followers

    PJM has put a hot weather alert into place, with temperatures forecasted to climb into the mid to high 90s on Monday and Tuesday afternoons, as well as areas within NYISO and ISONE. PJM's peak demand is anticipated to exceed 150 GW for the first time this summer, and possibly surpass the PJM summer forecasted peak of 151,254 MW. 💡 These hot and humid temperatures are expected to persist until Tuesday night when a cold front approaches, bringing relief. The extreme heat on these days will lead to grid stress and a coincident peak day on the horizon. Currently, our peak alerts are indicating a strong chance of a coincident peak day for either Monday or Tuesday in PJM, and on Tuesday in ISONE and NYISO. However, there is a risk of afternoon thunderstorms on both Monday and Tuesday across PJM and the northeast ahead of the approaching cold front. These storms could lead to a last-minute drop in demand, resulting in weaker peak demand than anticipated. Stay ahead of the heat by subscribing to Amperon’s Grid Demand Short-Term Forecast to help you prepare for these extreme weather events. Contact us: https://hubs.li/Q02GsPGV0

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  • View organization page for Amperon, graphic

    5,378 followers

    Our EVP of product, Elliott Chorn, sat down with Kerim Baran from Solar Academy to discuss how our methodologies produce industry-leading energy forecasts! 💡 Learn more about our: 📖 Industry expertise 🌦 Weather insights 📈 Data cleansing capabilties Watch now: https://lnkd.in/gQc-qYbw

    View organization page for SunCast Media, graphic

    488 followers

    Ever wondered what truly sets apart the most accurate energy forecasting models?  Inaccurate forecasts cost renewable energy companies money if they under- or over-predict energy production. This can also disrupt the grid if there's not enough backup power to compensate for shortfalls. Elliott Chorn (VP of Product) of Amperon joins Kerim Baran from SolarAcademy to discuss the key ingredients that unlock superior forecasting power. This Solar Conversation explores: ⚡ Amperon's unique three-pronged approach to forecasting: domain knowledge, data hygiene, and weather mastery. ⚡ How their team of data scientists leverages their deep understanding of the energy market. ⚡ The critical process of data cleaning to ensure model integrity and reliable results. ⚡ Why incorporating vast amounts of weather data is a game-changer for forecast accuracy. Watch the video here: https://lnkd.in/gQc-qYbw How can we leverage improved forecasting accuracy for better project planning and grid integration? Share your thoughts and experiences in the comments below! #EnergyForecasting #AI #RenewableEnergy #SolarEnergy #DataScience

  • View organization page for Amperon, graphic

    5,378 followers

    We have an exciting announcement! 📣 Our grid-level demand forecasts are now available on the Snowflake Marketplace, bringing users highly accurate AI-powered energy forecasting! 📈Maximize power market trading efficiency. 🔋Easily integrate different data streams into a single unified view. 🔐Access forecasts and historic vintages for better insights. “As Amperon continues to modernize energy data and AI infrastructure, we’re excited to partner with Snowflake to bring the most accurate energy forecasts into a single data experience that spans multiple clouds and geographies, where they will be accessible to more energy companies looking to increase performance and reliability,”- Alex Robart, Chief Revenue Officer, Amperon. https://lnkd.in/gEBKtKaS

    Amperon: Amperon Short-Term Demand Forecast

    Amperon: Amperon Short-Term Demand Forecast

    app.snowflake.com

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Funding

Amperon 6 total rounds

Last Round

Series B

US$ 20.0M

See more info on crunchbase