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Author:

Chen, Haoqian (Chen, Haoqian.) | Sui, Yi (Sui, Yi.) | Shang, Wen-long (Shang, Wen-long.) | Sun, Rencheng (Sun, Rencheng.) | Chen, Zhiheng (Chen, Zhiheng.) | Wang, Changying (Wang, Changying.) | Han, Chunjia (Han, Chunjia.) | Zhang, Yuqian (Zhang, Yuqian.) | Zhang, Haoran (Zhang, Haoran.)

Indexed by:

EI Scopus SCIE

Abstract:

Transforming the road public transport to run on renewable energy is vital solution to achieve carbon neutral and net zero goals. This paper evaluates the potential of using solar radiation-generated electricity as an auxiliary power supplementary for the battery of electric buses, based on a developed framework that using publicly street-view panoramas, GPS trajectory data and DEM data as input parameters of solar radiation model. A case study of Qingdao, China with 547 bus routes, 28,661 street-view panoramas shows that the solar-radiation electricity generated at noon during the operation accounts for about one-fifth, one-eighth of the total elec-tricity consumption of a bus traveling one kilometer in a sunny day and a cloudy day, respectively. Spatial variability shows significant solar-radiation power generation advantages in newly-launched areas and expressway. The solar power generated in a sunny day can make a bus half of passengers and with air conditioner off at least one extra trip in 2:1 replacement schedule, and nearly close to one extra trip in 4:3 replacement schedule. A correlated relation between the solar-radiation power generation benefit and the operation schedule of electric buses is observed, implying that the high cost of 2:1 replacement schedule for long-distance routes during summer or winter can be reduced. The proposed framework can help us evaluate and understand the feasibility of solar radiation-generated electricity energy of electric bus fleets covering the large-scale urban areas at different times, locations, and weather conditions, so as to support effective decisions at better planning of PV-integrated electric buses.

Keyword:

Operation schedule Electric buses Spatio-temporal distribution Solar radiation-generated electricity

Author Community:

  • [ 1 ] [Chen, Haoqian]Qingdao Univ, Coll Comp Sci & Technol, Ningxia Rd 308, Qingdao 266071, Peoples R China
  • [ 2 ] [Sui, Yi]Qingdao Univ, Coll Comp Sci & Technol, Ningxia Rd 308, Qingdao 266071, Peoples R China
  • [ 3 ] [Sun, Rencheng]Qingdao Univ, Coll Comp Sci & Technol, Ningxia Rd 308, Qingdao 266071, Peoples R China
  • [ 4 ] [Wang, Changying]Qingdao Univ, Coll Comp Sci & Technol, Ningxia Rd 308, Qingdao 266071, Peoples R China
  • [ 5 ] [Sui, Yi]Univ Tokyo, Ctr Spatial Informat Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778568, Japan
  • [ 6 ] [Chen, Zhiheng]Univ Tokyo, Ctr Spatial Informat Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778568, Japan
  • [ 7 ] [Zhang, Haoran]Univ Tokyo, Ctr Spatial Informat Sci, 5-1-5 Kashiwanoha, Kashiwa, Chiba 2778568, Japan
  • [ 8 ] [Shang, Wen-long]Beijing Univ Technol, Coll Metropolitan Transportat, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 9 ] [Shang, Wen-long]Beijing Jiao Tong Univ, Sch Traff & Transportat, Beijing 100044, Peoples R China
  • [ 10 ] [Han, Chunjia]Birkbeck Univ London, Dept Management, London WC1E 7HX, England
  • [ 11 ] [Zhang, Yuqian]China Inst Marine Human Factors Engn, Yingshanhong Rd 117, Qingdao 266400, Peoples R China
  • [ 12 ] [Zhang, Haoran]Malardalen Univ, Sch Business Soc & Engn, S-72123 Vasteras, Sweden

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Source :

APPLIED ENERGY

ISSN: 0306-2619

Year: 2022

Volume: 325

1 1 . 2

JCR@2022

1 1 . 2 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:49

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

Affiliated Colleges:

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