--- title: "CANDRA.knowledge: AI for Anomaly Detection in Renewable Energy" description: CANDRA.knowledge uses AI to detect anomalies in renewable energy plants, enabling predictive maintenance and improved efficiency. image: https://bluetree.group/hubfs/AI-Generated%20Media/Images/Estilo%20minimalista%20y%20tecnolgicoElementos%20turbinas%20elicas%20paneles%20solares%20conexiones%20digitales%20circuitosIA%20con%20una%20interfaz%20de%20monitoreo%20en%20segundo%20planoFormato%20horizontal%20para%20adaptarse%20al%20estilo%20de%20miniaturas%20de%20tu%20blogTonos%20azul%20y%20blancogris%20alinea-1.jpeg --- [Skip to content](https://bluetree.group/en/blog/candra.knowledge-ai-for-anomaly-detection-in-renewable-energy#main-content) Close - [About Us](https://bluetree.group/en/our-company) - [Our Vision](https://bluetree.group/en/our-company#our-vision) - [Expertise](https://bluetree.group/en/our-company#expertise) - [Our Value Proposition](https://bluetree.group/en/our-company#value-proposition) - 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[Meet Our People](https://bluetree.group/en/join-us#people) - [Advantages & Perks](https://bluetree.group/en/join-us#advantages) - [Job Vacancies](https://bluetree.group/en/join-us#vacancies) Call us [+34 916 572 287](tel:+34916572287) Email us [info@bluetree.group](mailto:info@bluetree.group) en [es](https://bluetree.group/es/blog/candra.knowledge-ia-para-detectar-anomalías-en-energías-renovables) ![1689238732285-2](https://bluetree.group/hs-fs/hubfs/1689238732285-2.jpg?width=575&name=1689238732285-2.jpg) [Águeda Núñez](https://bluetree.group/en/blog/author/águeda-núñez) June 26, 2025, 7:29:00 AM GMT+02:00 1 min read # CANDRA.knowledge: AI for Anomaly Detection in Renewable Energy At Bluetree, we continue to invest in **technological innovation in the energy sector**. We are pleased to introduce **CANDRA.knowledge: Anomaly Detection**, our new AI-based solution designed to enhance **renewable asset monitoring** and detect potential failures before they become critical. What is CANDRA.knowledge? CANDRA.knowledge is an **advanced monitoring system** that uses artificial intelligence algorithms known as *autoencoders* to learn the normal behavior of equipment in a renewable energy plant, including **wind turbines, inverters, solar trackers, and other key components**. Once the system understands how the equipment typically performs, it can automatically detect deviations that indicate potential **early-stage issues** that may impact plant performance if not addressed in time.   **Key Benefits for Renewable Asset Operation** **CANDRA.knowledge** represents a major step forward in the areas of **predictive maintenance** and **operational efficiency**: - 🔍 **Early anomaly detection** Identifies subtle changes in operating conditions before they become serious problems, helping to reduce downtime and maintenance costs. - 📊 **Multivariable analysis with AI** Analyzes multiple signals and their interactions to provide a more accurate view of asset health, improving decision-making. - 🔔 **Reduced false alarms** The AI adapts to normal operational variations, minimizing unnecessary alerts. - 🔁 **Continuous retraining** The system updates its model of “normal” based on environmental factors and **changing operating conditions**, ensuring its ongoing accuracy.   **Driving Efficiency in Renewable Operations**   This technology helps **optimize performance**, **lower maintenance costs**, and **support smarter operational decisions**. CANDRA.knowledge is another step forward in the **intelligent digitalization** of solar and wind assets, delivering real value through the responsible application of artificial intelligence.   Interested in learning more? [To learn more about how CANDRA.knowledge can enhance the efficiency of your renewable assets, contact us for a detailed consultation. Begin advancing toward a smarter and more sustainable energy future today.](https://meetings-eu1.hubspot.com/enrique-albiol/enrique-albiol) ## Explore More of Our Articles Learn More ### [August 25, 2023, 12:22:44 PM GMT+02:00 Second Solar Boom In Spain: The Power Of A Local Ally Start Reading](https://bluetree.group/en/blog/navigating-spanish-renewable-ventures-the-power-of-a-strategic-local-ally) ### [January 16, 2024, 5:37:13 PM GMT+01:00 Awakening the Radiance: Expanding Your Solar PV Investments in Spain Start Reading](https://bluetree.group/en/blog/awakening-the-radiance-expanding-your-solar-pv-investments-in-spain) ### [January 11, 2024, 3:20:54 PM GMT+01:00 Sunrise in Spain: Fuel Your Green Investments With a Trusted Advisor Start Reading](https://bluetree.group/en/blog/sunrise-in-spain-fuel-your-green-investments-with-a-trusted-advisor) [![bluetree-logo-blanco-rgb 2743 x 708 px](https://bluetree.group/hs-fs/hubfs/Logos/bluetree-logo-blanco-rgb%202743%20x%20708%20px.png?width=220&height=57&name=bluetree-logo-blanco-rgb%202743%20x%20708%20px.png)](https://bluetree.group/en/our-company) We empower our partners to make a positive impact on the world by driving the adoption of renewable energy worldwide. - Book a meeting All rights reserved - [Privacy Policy](https://bluetree.group/privacy-policy-bluetree) - [Terms of Use](https://bluetree.group/terms-of-use) - [Cookies Policy](https://bluetree.group/cookies-policy) - [Blog](https://bluetree.group/en/blog) - [Policies](https://bluetree.group/policies-bluetree) ```json { "@context" : "https://schema.org", "@type" : "Organization", "address" : { "@type" : "PostalAddress", "addressCountry" : "España", "addressLocality" : "Madrid", "addressRegion" : "Madrid", "postalCode" : "28046", "streetAddress" : "Paseo de la Castellana, 135" }, "email" : "info@bluetree.group", "knowsLanguage" : "en", "logo" : { "@type" : "ImageObject", "url" : "https://f.hubspotusercontent-eu1.net/hubfs/26552666/bluetree-logo-azul-rgb%202743%20x%20708%20px.png" }, "name" : "Blue Tree AM, S.L.", "telephone" : "+34 916 572 287", "url" : "https://bluetree.group/en/blog/candra.knowledge-ai-for-anomaly-detection-in-renewable-energy" } ``` ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "abstract" : "CANDRA.knowledge uses AI to detect anomalies in renewable energy plants, enabling predictive maintenance and improved efficiency.", "author" : { "@type" : "Person", "name" : "Águeda Núñez" }, "dateModified" : "September 7, 2026 12 PM", "datePublished" : "June 26, 2025 5 AM", "headline" : "CANDRA.knowledge: AI for Anomaly Detection in Renewable Energy", "image" : "https://26552666.fs1.hubspotusercontent-eu1.net/hubfs/26552666/AI-Generated%20Media/Images/Estilo%20minimalista%20y%20tecnolgicoElementos%20turbinas%20elicas%20paneles%20solares%20conexiones%20digitales%20circuitosIA%20con%20una%20interfaz%20de%20monitoreo%20en%20segundo%20planoFormato%20horizontal%20para%20adaptarse%20al%20estilo%20de%20miniaturas%20de%20tu%20blogTonos%20azul%20y%20blancogris%20alinea-1.jpeg", "inLanguage" : "en", "keywords" : "[Asset Management, Technical Advisory, Technical Due Diligence]", "mainEntityOfPage" : { "@type" : "WebPage" }, "name" : "CANDRA.knowledge: AI for Anomaly Detection in Renewable Energy", "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://f.hubspotusercontent-eu1.net/hubfs/26552666/bluetree-logo-azul-rgb%202743%20x%20708%20px.png" }, "name" : "Blue Tree AM, S.L." }, "text" : "At Bluetree, we continue to invest in technological innovation in the energy sector. We are pleased to introduce CANDRA.knowledge: Anomaly Detection, our new AI-based solution designed to enhance renewable asset monitoring and detect potential failures before they become critical. What is CANDRA.knowledge? CANDRA.knowledge is an advanced monitoring system that uses artificial intelligence algorithms known as autoencoders to learn the normal behavior of equipment in a renewable energy plant, including wind turbines, inverters, solar trackers, and other key components. Once the system understands how the equipment typically performs, it can automatically detect deviations that indicate potential early-stage issues that may impact plant performance if not addressed in time. Key Benefits for Renewable Asset Operation CANDRA.knowledge represents a major step forward in the areas of predictive maintenance and operational efficiency: 🔍 Early anomaly detection Identifies subtle changes in operating conditions before they become serious problems, helping to reduce downtime and maintenance costs. 📊 Multivariable analysis with AI Analyzes multiple signals and their interactions to provide a more accurate view of asset health, improving decision-making. 🔔 Reduced false alarms The AI adapts to normal operational variations, minimizing unnecessary alerts. 🔁 Continuous retraining The system updates its model of “normal” based on environmental factors and changing operating conditions, ensuring its ongoing accuracy. Driving Efficiency in Renewable Operations This technology helps optimize performance, lower maintenance costs, and support smarter operational decisions. CANDRA.knowledge is another step forward in the intelligent digitalization of solar and wind assets, delivering real value through the responsible application of artificial intelligence. Interested in learning more? To learn more about how CANDRA.knowledge can enhance the efficiency of your renewable assets, contact us for a detailed consultation. Begin advancing toward a smarter and more sustainable energy future today.", "url" : "https://bluetree.group/en/blog/candra.knowledge-ai-for-anomaly-detection-in-renewable-energy", "wordCount" : "603" } ``` ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Águeda Núñez", "url" : "https://bluetree.group/en/blog/author/águeda-núñez" }, "dateModified" : "2026-09-07T12:15:53.243Z", "datePublished" : "2025-06-26T05:29:00.000Z", "headline" : "CANDRA.knowledge: AI for Anomaly Detection in Renewable Energy", "image" : [ "https://bluetree.group/hubfs/AI-Generated%20Media/Images/Estilo%20minimalista%20y%20tecnolgicoElementos%20turbinas%20elicas%20paneles%20solares%20conexiones%20digitales%20circuitosIA%20con%20una%20interfaz%20de%20monitoreo%20en%20segundo%20planoFormato%20horizontal%20para%20adaptarse%20al%20estilo%20de%20miniaturas%20de%20tu%20blogTonos%20azul%20y%20blancogris%20alinea-1.jpeg" ], "mainEntityOfPage" : { "@id" : "https://bluetree.group/en/blog/candra.knowledge-ai-for-anomaly-detection-in-renewable-energy", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://bluetree.group/hubfs/bluetree-logo-azul-rgb%202743%20x%20708%20px.png" }, "name" : "Bluetree Group" } } ```