Electric Vehicle Charging Estimation Device Using Machine Learning

You are here: Homepage > Search

Electric Vehicle Charging Estimation Device Using Machine Learning

Free access

KOVELAKONDA KUSAL KUMAR / RAMAVATHU SRINU NAIK / M NALINI DEVI / ARAVELLI S L K GOPALAMMA / V SANGEETA / D V DIVAKARA RAO / G SAILAJA / NBV LAKSHMI KUMARI / D RADHA / MARIYAM BIBI / ... [more]

Abstract

ELECTRIC VEHICLE CHARGING ESTIMATION DEVICE USING MACHINE The present invention provides a device and method for charging of an electric vehicle (EV), the method comprises: measuring heat signatures and, at least one first electrical parameter of a rechargeable battery, wherein the at least one first electrical parameter is measured before the supply of the electric energy to the rechargeable battery, from a storage unit; measuring, at least one second electrical parameter and of a rechargeable battery, wherein the at least one second electrical parameter is measured after the supply of the electric energy to the rechargeable battery, from a storage unit; calculating the amount of electric energy transfer and heat-energy dissipated at the rechargeable battery, from the storage unit generating a time of recharge corresponding to the calculated amount of electric energy and heat-produced, using pre-store information fed to the relevant machine learning algorithms which are stored in a database; notifying the time to recharge on one or more computing devices. Interface PC/Mobile MEASURING UNIT 001 ELECTRIC VEHICLE CHARGING ESTIMATION DEVICE USING MACHINE LEARNING

Access

Download

Export, share and cite

Document information

Title :

Electric Vehicle Charging Estimation Device Using Machine Learning

Contributors:

KOVELAKONDA KUSAL KUMAR (author) / RAMAVATHU SRINU NAIK (author) / M NALINI DEVI (author) / ARAVELLI S L K GOPALAMMA (author) / V SANGEETA (author) / D V DIVAKARA RAO (author) / G SAILAJA (author) / NBV LAKSHMI KUMARI (author) / D RADHA (author) / MARIYAM BIBI (author)

Publication date :

2022-05-05

Type of media :

Patent

Type of material :

Electronic Resource

Language :

English

Classification :

IPC:

H01M Verfahren oder Mittel, z.B. Batterien, für die direkte Umwandlung von chemischer in elektrische Energie , PROCESSES OR MEANS, e.g. BATTERIES, FOR THE DIRECT CONVERSION OF CHEMICAL ENERGY INTO ELECTRICAL ENERGY / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr / H04Q Wähltechnik , SELECTING