Development of a Practical Method to Estimate the Eco-Level of Driver Performance
المؤلفون المشاركون
المصدر
Journal of Advanced Transportation
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-10-27
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Motor vehicle’s fuel consumption is one of the main sources of energy consumption in road transportation and is highly influenced by driver performance in the process of driving.
Eco-driving behavior has been proved to be an effective way to improve the fuel efficiency of vehicles.
Essential to the efforts towards saving vehicle fuel is the need to estimate the eco-level of driver performance accurately and practically.
Depending on on-board diagnostics and Global Position devices, individual vehicle’s instantaneous fuel consumption, engine revolution and torque, speed, acceleration, and dynamic location were collected.
Back-propagation network was adopted to explore the relationship between vehicle fuel consumption and the parameters of driver performance.
Taking 700 data samples in basic segments of urban expressways as our training set and 100 data samples as validation test, we found the optimal model structure and parameters through repeated simulation experiments.
In addition to the average and standard deviation value, the fluctuation frequency of driver performance data was also viewed as influence factors in eco-level estimation model.
The average estimation accuracy of our developed model has been tested to be 96.37%, which is quite higher than that of linear regression model.
The study results provide a practical way to evaluate drivers’ performance from the perspective of fuel consumption and thus give basis for rewarding best drivers within eco-driving programs.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zheng, Jianbin& Wu, Yiping. 2020. Development of a Practical Method to Estimate the Eco-Level of Driver Performance. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1176089
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zheng, Jianbin& Wu, Yiping. Development of a Practical Method to Estimate the Eco-Level of Driver Performance. Journal of Advanced Transportation No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1176089
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zheng, Jianbin& Wu, Yiping. Development of a Practical Method to Estimate the Eco-Level of Driver Performance. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1176089
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1176089
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر