Crowdsourcing and Bus Telematics for Promoting Fuel Efficiency and Eco-Driving Practices on the EDSA Busway

Crowdsourcing through telematics and mobile platforms has been heavily researched for transport applications in the last decade, falling in the realm of intelligent transport systems (ITS). The value of crowdsourced data lies in enabling the participation of the key stakeholders for a human-centric, user-oriented, and reliable information system. On the other hand, there is a need for robust systems for public transport telematics. This study demonstrates the power of crowdsourced open data for promoting fuel efficiency and eco-driving practices on bus operations through the pilot implementation of a real-time smartphone-based bus monitoring system for the EDSA Busway. The platform is integrated with the SafeTravelPH public transport crowdsourcing app. Through collaboration with operators and drivers, the prototype collected real-time data on vehicle operation, passenger boarding and alighting and vehicle occupancy feeds. An innovative approach in capturing vehicle operating parameters, including engine RPM, speed, and fuel levels, is implemented using image processing and artificial intelligence (AI) techniques. Various fuel efficiency indices that can provide sound bases for the evaluation of bus driving behavior and fuel-efficient bus operations are presented.

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Publication Details

Journal
Transportation research procedia
Published
2025-01-01
DOI
https://doi.org/10.1016/j.trpro.2024.12.052
Citations
2
Primary Topic
Vehicle emissions and performance
Type
article
Field-Weighted Citation Impact
1.37
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article

Crowdsourcing and Bus Telematics for Promoting Fuel Efficiency and Eco-Driving Practices on the EDSA Busway

Mark Angelo Y. Tacderas, Noriel Christopher C. Tiglao, Nestor Michael Tiglao, Erris Sanciangco
2 citations
Transportation research procedia
Vehicle emissions and performance
1.37
article

Crowdsourcing and Bus Telematics for Promoting Fuel Efficiency and Eco-Driving Practices on the EDSA Busway

Mark Angelo Y. Tacderas, Noriel Christopher C. Tiglao, Nestor Michael Tiglao, Erris Sanciangco
article en
2 citations

Abstract

Crowdsourcing through telematics and mobile platforms has been heavily researched for transport applications in the last decade, falling in the realm of intelligent transport systems (ITS). The value of crowdsourced data lies in enabling the participation of the key stakeholders for a human-centric, user-oriented, and reliable information system. On the other hand, there is a need for robust systems for public transport telematics. This study demonstrates the power of crowdsourced open data for promoting fuel efficiency and eco-driving practices on bus operations through the pilot implementation of a real-time smartphone-based bus monitoring system for the EDSA Busway. The platform is integrated with the SafeTravelPH public transport crowdsourcing app. Through collaboration with operators and drivers, the prototype collected real-time data on vehicle operation, passenger boarding and alighting and vehicle occupancy feeds. An innovative approach in capturing vehicle operating parameters, including engine RPM, speed, and fuel levels, is implemented using image processing and artificial intelligence (AI) techniques. Various fuel efficiency indices that can provide sound bases for the evaluation of bus driving behavior and fuel-efficient bus operations are presented.

Transportation research procediaVol. 82
Miriam College (PH), University of Maryland, College Park (US), University of the Philippines Diliman (PH)
Affordable and clean energy
Openalex Percentile: Top 22%
Vehicle emissions and performance
1.37
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Crowdsourcing and Bus Telematics for Promoting Fuel Efficiency and Eco-Driving Practices on the EDSA Busway — Mark Angelo Y. Tacderas, Noriel Christopher C. Tiglao, et al. · Transportation research procedia (2025) | TGRS Research Map | TGRS