{"product_id":"andreas-billert-m-predictive-battery-thermal-management-of-electric-vehicles-using-deep-learning-9783731514299","title":"Predictive Battery Thermal Management of Electric Vehicles using Deep Learning","description":"Improving the energy efficiency of battery electric vehicles increases their range and reduces well-to-wheel emissions. An efficient battery thermal management reduces the energy consumption while taking temperature- dependent battery ageing and power availability into account. This work presents a method for a predictive cooling strategy to reduce the energy consumption, using information about the route ahead and Quantile Neural Networks (Q*NN) for accurate predictions.","brand":"Karlsruher Institut für Technologie","offers":[{"title":"Default Title","offer_id":53807027978582,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/andreas-billert-m-predictive-battery-thermal-management-of-electric-vehicles-using-deep-learning-9783731514299","provider":"momoxbooks","version":"1.0","type":"link"}