DL based defect detection on wind turbine
About this offer
Reducing the Levelized Cost of Energy (LCoE) remains the priority in the development of the wind energy sector. In the last decades, both the size and capacity of wind turbines have increased by virtue of technological developments in wind energy field. This situation resulted in an increasing focus on topics such as wind turbine fault detection. The Operation and Maintenance (O&M) costs account for 20 - 25% of the total LCoE. The aim of our technologies is to achieve more effective operation, inspection and maintenance of wind turbines with minimal human interference. This solution uses drone technology to capture images and DNN to find out defects present. The model is optimized using Intel® Distribution of OpenVINO™ and New Intel® Xeon® Scalable Processors to give faster inference.
Details
Regional Coverage
Americas:
Latin America Region
North America Region
Asia, Pacific, and Japan:
Southeast Asia
Australia and New Zealand
Japan
Taiwan
Rest of Asia
Korea
South Asia
Europe, Middle East, and Africa:
Middle East, Turkey, and Africa
Central Eastern Europe
Western European Union Region
Commonwealth of Independent States
Northern European Union Region
Southern European Union Region
Central European Region
People's Republic of China:
People's Republic of China
Use Case
Artificial Intelligence : Deep Learning
Artificial Intelligence : Machine Learning
Industry
Software
HCL Technologies
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HCL Technologies
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HCL Technologies is a next-generation global technology company that helps enterprises reimagine their businesses for the digital age. Our technology products and services are built on four decades of innovation, with a world-renowned management philosophy, a strong culture of invention and risk-taking, and a relentless focus on customer relationships. Through its worldwide network of R&D facilities and co-innovation labs, global delivery capabilities, HCL serves key industries including 250 of the Fortune 500 and 650 of the Global 2000. HCL Technologies (HCL) empowers global enterprises with technology for the next decade, today. With strong domain expertise, we ensure that no matter how complex a company’s business problem is, we can offer a solution that is sustainable, and innovation driven. Our services and products spans areas across hybrid cloud, public cloud, AI, network and edge, and end user computing. HCL enables enterprises to accelerate their transformation journeys by helping them to invent and innovate, harnessing advanced technologies from Intel® - both hardware and software - and transformative services and capabilities from HCL. With close to 3 decades of experience in telecom industry, HCL helps telecom service providers in faster time-to-rollout and reducing the cost to maintain their network infrastructure. With a diverse technology portfolio including edge, RAN, transport, 4G/5G core, analytics, IoT, cloud, and security, we serve the top ten telecom vendors and top seven telecom operators generating a total mutual value of more than $50 billion. To meet fast-paced technology demands in the 5G ecosystem of the near future, we have also invested significantly in training and lab infrastructure for IP development.We are the only GSI to have a dedicated Intel® ecosystem business unit to help build focused, innovative and industry-tailored solutions for Intel® clients. This corporate function will focus on increasing the creation and adoption of state-of-the-art technologies while developing an accelerated technology roadmap for enterprises on cloud, end-user computing, network and edge, and AI.
Dl Based Defect Detection On Wind Turbine
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