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PV module fault detection technique based on convolutional neural network

An international research team has used the convolutional neural network (CNN) deep learning algorithm to identify faults in solar panels. Its work showed the proposed technique has a high degree of accuracy, especially if combined with transfer learning models. ....

Egypt Minia University , United Kingdom Aston University , International Journal Of Thermofluids , University Of Sharjah , International Journal , Minia University , United Kingdom , Aston University ,

Solar-assisted heat pumps vs. air-source heat pumps

Solar-assisted heat pumps vs. air-source heat pumps
pv-magazine.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from pv-magazine.com Daily Mail and Mail on Sunday newspapers.

United States , United States Rice University , China University Of Petroleum , Marei Centre For Energy , International Journal Of Thermofluids , Ireland University College Dublin , International Journal , University College Dublin , China University ,

Scientists develop environment-friendly and cost-effective approach to store energy and cool buildings in hot climates

Scientists develop environment-friendly and cost-effective approach to store energy and cool buildings in hot climates
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Ash Shariqah , United Arab Emirates , Abdul Hai Alami , Sharjah University Department Of Sustainable , International Journal Of Thermofluids , Renewable Energy Engineering , Sharjah National Oil Corporation , International Journal , United Nation , Middle East , Professor Abdul Hai Alami , Sharjah University , Renewable Energy ,

Battery Monitoring to Prevent Thermal Runaway

When developing batteries, engineers often experience thermal runaway issues. A comprehensive thermal management plan is essential to optimize performance, extend battery life, and prevent thermal runaway. Thermal management begins with a meticulous analysis of battery components to build intrinsically safer batteries. ....

Ibtisam Abbasi , Ibtisam Abbasinov , Sustainable Energy , Analysis Research , Journal Of Energy Storage , International Journal Of Thermofluids , Ion Battery Development Is , Thermal Analysis , Thermal Analysis Methods , Presently Used Thermal Analysis , Sustainable Energy Reviews , Cutting Edge Lithium Ion Battery Development , Thermal Analysis Of Batteries , Thermal Runaway , Battery Thermal Runaway ,