{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,25]],"date-time":"2026-01-25T03:46:22Z","timestamp":1769312782753,"version":"3.49.0"},"reference-count":16,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,8,5]],"date-time":"2021-08-05T00:00:00Z","timestamp":1628121600000},"content-version":"vor","delay-in-days":216,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61433004"],"award-info":[{"award-number":["61433004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>Electric vehicles have become the main contributor in terms of reducing fuel consumption and CO<jats:sub>2<\/jats:sub> emission. Although the government is vigorously promoting the use of electric vehicles worldwide, the range anxiety still impedes the rapid development of electric vehicles, especially when air\u2010conditioning also adds battery power consumption and aggravates the range anxiety. To this end, this paper proposes an improved vehicle\u2010mounted photovoltaic system energy management in intelligent transportation systems, which is a maximum power point tracking control system. Meanwhile, since the power of solar panels is usually relatively small and the power changes at any time, low power density and poor controllability are difficult to avoid. In order to solve this problem, this paper offers a tracking control method to improve the output efficiency of solar panels. For improving photovoltaic conversion efficiency and maximizing output power, traditional photovoltaic power panels are often dominated by a centralized maximum power point tracing control, which is named MPPT. Although the cost under this case is lower, the output power of all photovoltaic panels cannot be maximized under the condition of uneven illumination or local mismatch. To improve the situation, a micro\u2010scale inverter is proposed to provide MPPT control of photovoltaic modules, which can effectively improve the output power of each photovoltaic panel. Moreover, our MPPT algorithm is applicable to cloud shadow, building shadow, and shade, and it is more suitable for the car roof. Firstly, the Diode 5\u2010parameter model is used to deduce the <jats:italic>I<\/jats:italic>\u2010<jats:italic>U<\/jats:italic> equation of the photovoltaic module considering shadow shading, and then the real\u2010time 5 parameter equation is formed by using the measured data group and selected. The reasonable initial value is used to iteratively solve the real\u2010time value of 5 parameters, which is further to judge the masking situation. The maximum power point (MPP) is solved directly by the mathematical method based on the mathematical model of <jats:italic>I<\/jats:italic>\u2010<jats:italic>U<\/jats:italic> relation mathematics, and the DC\u2010DC circuit is used to adjust the running point to MPP. Unlike the traditional MPPT method, the method in this paper is based on the physical model of solar cells, and MPP tracking is based on mathematical methods. Based on this, it does not need to cause multiple interference to the circuit, and the tracking efficiency is high. Finally, the relative experimental results are provided to verify the performance of the proposed method.<\/jats:p>","DOI":"10.1155\/2021\/5578972","type":"journal-article","created":{"date-parts":[[2021,8,5]],"date-time":"2021-08-05T23:50:30Z","timestamp":1628207430000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Vehicle\u2010Mounted Photovoltaic System Energy Management in Intelligent Transportation Systems: A Maximum Power Point Tracking Control"],"prefix":"10.1155","volume":"2021","author":[{"given":"Jingao","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0179-4714","authenticated-orcid":false,"given":"Qifei","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Silan","family":"Jing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,8,5]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1109\/TPEL.2019.2952972"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.4028\/www.scientific.net\/amr.989-994.3427"},{"key":"e_1_2_10_3_2","first-page":"468","article-title":"Self- adaption BP natural network for the maximum- power-point tracking in photovoltaic","volume":"33","author":"Xu F.","year":"2012","journal-title":"Acta Energiae Solaris sinica"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.6113\/JPE.2018.18.3.841"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/tste.2014.2300162"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/JPHOTOV.2017.2649600"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2019.01.082"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-rpg.2019.0365"},{"key":"e_1_2_10_9_2","article-title":"Maximum power point tracking control of a thermoelectric generation system using the extremum seeking control method","volume":"10","author":"Twaha S.","year":"2017","journal-title":"Energy"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1049\/iet-pel.2008.0023"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.15866\/iree.v12i6.12553"},{"key":"e_1_2_10_12_2","doi-asserted-by":"crossref","unstructured":"LuthfansyahM. SuyantoS. andBanguraA. B. M. Evaluation and comparison of DC-DC power converter variations in solar panel systems using maximum power point tracking (MPPT) flower pollination algorithm (FPA) Control Proceedings of the 1st International Conference on Renewable Energy Research and Challenge 2020 Banyuwangi Indonesia.","DOI":"10.1051\/e3sconf\/202019000026"},{"key":"e_1_2_10_13_2","article-title":"A novel musical chairs algorithm applied for MPPT of PV systems","volume":"3","author":"Eltamaly Ali M.","year":"2021","journal-title":"Renewable and Sustainable Energy Reviews"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.1080\/15325008.2021.1908451"},{"key":"e_1_2_10_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2021.02.021"},{"key":"e_1_2_10_16_2","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2014.2376976"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/5578972.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/5578972.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/5578972","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T21:13:13Z","timestamp":1723237993000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/5578972"}},"subtitle":[],"editor":[{"given":"Dan","family":"Selisteanu","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":16,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/5578972"],"URL":"https:\/\/doi.org\/10.1155\/2021\/5578972","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"value":"1076-2787","type":"print"},{"value":"1099-0526","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2021-01-22","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-07-24","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-08-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"5578972"}}