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040			_aAIKTC-KRRC _cAIKTC-KRRC
100			_920417 _aSonawane, Manik S.
245			_aElectrical vehicle safety against battery fires using ai-based battery management system.
250			_aVol.14(3), Aug
260			_aTelangana _bIUP Publications _c2022
300			_a41-50p.
520			_aThe temperature of lithium-ion batteries rises linearly and is kept within a safe range by the battery management system during normal vehicle operation. However, if external factors or motor current exceeds the standard current limit for a short time, the battery temperature may rise exponentially. If the rate of temperature rises too high and exceeds 250 °C, it causes chemical reaction inside the battery, resulting in thermal discharge. The chemical reaction that occurs due to high temperature is irreversible and can quickly lead to fire, causing the electrical vehicle to go up in flames. An artificial Intelligence-based Battery Management System (BMS) can predict the rise in temperature, monitor safe current level, avoid thermal depletion of the battery, and warn the user. In this study, we propose a modification to the existing BMS to improve performance. Copyright of IUP Journal of Telecommunications is the property of IUP Publications and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.
650		0	_94619 _aEXTC Engineering
700			_920418 _aPawar, Sanjay S.
773	0		_dHyderabad IUP Publications _tIUP Journal of telecommunications _x0975-5551
856			_uhttps://web.p.ebscohost.com/abstract?site=ehost&scope=site&jrnl=09755551&AN=160856188&h=5nYQLTkmLgYpgpZx2SPis8d121yax8BpeCD95rK6PcxUa8JRHgFIxV%2bRu4hBifb7Z9XoQe%2f6YjdsAkbV%2fQyneA%3d%3d&crl=c&resultLocal=ErrCrlNoResults&resultNs=Ehost&crlhashurl=login.aspx%3fdirect%3dtrue%26profile%3dehost%26scope%3dsite%26authtype%3dcrawler%26jrnl%3d09755551%26AN%3d160856188 _yClick here
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