Research on the Utilization of Metro Regenerative Braking Energy Based on an Improved Differential Evolution Algorithm

المؤلفون المشاركون

Liu, Kun
Liu, Di
Zhu, Song-Qing
Bi, Yun-Rui
Xu, You-Xiong

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

2020-08-03

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Urban metro trains have the characteristics of short running distance between stations and frequent starting and braking.

A large amount of regenerative braking energy is generated during the braking process.

The effective utilization of the regenerative braking energy can substantially reduce the total energy consumption of train operation.

In this paper, we establish two integer programming models of train operation that maximize the overlap time between train traction and braking in peak hours and nonpeak hours.

On this basis, an improved differential evolution (IDE) algorithm is developed for solving the two integer programming models.

The results demonstrate that the overlap time increases by 51.44% after optimization using the IDE algorithm when the headway is set to 154 s in peak hours.

The overlap time is further increased by 14.87% by optimizing the headway.

In nonpeak hours, the overlap time of traction and braking of the trains in opposite directions at the same station is increased by optimizing the bidirectional departure interval, thereby reducing the total energy consumption of the system.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Liu, Di& Zhu, Song-Qing& Bi, Yun-Rui& Liu, Kun& Xu, You-Xiong. 2020. Research on the Utilization of Metro Regenerative Braking Energy Based on an Improved Differential Evolution Algorithm. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1175958

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Liu, Di…[et al.]. Research on the Utilization of Metro Regenerative Braking Energy Based on an Improved Differential Evolution Algorithm. Journal of Advanced Transportation No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1175958

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Liu, Di& Zhu, Song-Qing& Bi, Yun-Rui& Liu, Kun& Xu, You-Xiong. Research on the Utilization of Metro Regenerative Braking Energy Based on an Improved Differential Evolution Algorithm. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1175958

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1175958