000			03418nam a22003377a 4500
003			OSt
005			20260316144005.0
008			260316b |||||||| |||| 00| 0 eng d
040			_cTUPM _erda
050			_aBTH TL 146 _bC33 2025
100			_aCABRERA, NATHANIEL R. _eAuthor
245			_aDevelopment of smart sense system for real-time driver monitoring/ _cNATHANIEL R, CABRERA, RAY BENJAMIN M. BAGTAS, SAMANTHA RIEL A. CUBCUBIN, MICO and Gary M. Hetis.--
260			_aMANILA _bTECHNOLOGICAL UNIVERSITY OF THE PHILIPPINES _c2025
300			_ax, 70 pages: _c29 cm
336			_2rdacontent
337			_2rdamedia
338			_2rdacarrier
500			_aBachelor's Thesis
502			_aCollege of Industrial Technology _bBachelor of Engineering Technology major in mechanical Engineering technology with an option automotive technology: _cTechnological University of the Philippines _d2025
504			_aIncludes bibliographic references and index.
520			_aThis capstone study presented the design and development of a Smart Sense System for Real-Time Driver Monitoring, aligned with advancements in intelligent transportation systems and in-vehicle safety technologies. Road accidents caused by human factors—such as driver fatigue, abnormal physiological conditions, and alcohol intoxication—have continued to pose serious safety concerns due to the absence of integrated, real-time health assessment mechanisms in vehicles. Existing patented systems and empirical studies have explored driver monitoring using wearable devices, camera-based observation, or standalone alcohol-detection modules; however, many relied on single-parameter measurements and were highly dependent on visual analysis or continuous network connectivity. These limitations revealed a research gap in developing an affordable, integrated multi-sensor system capable of continuous driver health monitoring and timely safety intervention. The objectives of this study were to design, fabricate, and evaluate a real-time driver monitoring system capable of detecting vital signs, identifying alcohol impairment, and initiating automated emergency alerts. The research methodology involved system design, prototype fabrication, sensor integration, microcontroller programming, and controlled laboratory testing under simulated driving conditions. Experimental results demonstrated that the system achieved acceptable accuracy in heart rate and body temperature monitoring, correctly classified alcohol levels, effectively prevented vehicle ignition during unsafe driving conditions, and successfully transmitted emergency SMS alerts with GPS coordinates. Overall, the study contributed a proactive, health-based driver-monitoring approach that may benefit individual drivers, families, fleet operators, and the transport industry, while supporting road-safety initiatives and goals related to intelligent mobility and public health. Keywords: Driver Monitoring System, Vital Sign Monitoring, Alcohol Detection, Emergency Alert System, Road Safety Technology
650			_aVital Sign Monitoring
650			_aRoad safe technolog
650			_aBachelor's Thesis
650			_ain-vihicles
700			_aBagtas, Ray Benjamin M _eAuthor
700			_aCubcubin, Samantha Riel M. _eAuthor
700			_aNavarroza, Mico A. _eAuthor
700			_aHetis, Gary M. _eAuthor
942			_2lcc _cBTH CIT _n0
999			_c31345 _d31345