Model Predictive Controller-Based Optimal Slip Ratio Control System for Distributed Driver Electric Vehicle
المؤلفون المشاركون
Li, Qingxian
Liu, Liangjiang
Yuan, Xiaofang
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-04-29
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
The slip ratio control is an important research topic in in-wheel-motored electric vehicles (EVs).
Traditional control methods are usually designed for some specified modes.
Therefore, the optimal slip ratio control cannot be achieved while vehicles work under various modes.
In order to achieve the optimal slip ratio control, a novel model predictive controller-based optimal slip ratio control system (MPC-OSRCS) is proposed.
The MPC-OSRCS includes three parts, a road surface adhesion coefficient identifier, an operation mode recognizer, and an MPC based-optimal slip ratio control.
The current working road surface is identified by the road surface adhesion coefficient identifier, and a modified recursive Bayes theorem is used to compute the matching degree between current road surfaces and reference road surfaces.
The current operation state is recognized by the operation mode recognizer, and a fuzzy logic method is applied to compute the matching degree between actual operation state and reference operation modes.
Then, a parallel chaos optimization algorithm (PCOA)-based MPC is used to achieve the optimal control under various operation modes and different road surfaces.
The MPC-OSRCS for EV is verified on simulation platform and simulation results under various conditions to show the significant performance.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Qingxian& Liu, Liangjiang& Yuan, Xiaofang. 2020. Model Predictive Controller-Based Optimal Slip Ratio Control System for Distributed Driver Electric Vehicle. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1200873
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Qingxian…[et al.]. Model Predictive Controller-Based Optimal Slip Ratio Control System for Distributed Driver Electric Vehicle. Mathematical Problems in Engineering No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1200873
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Qingxian& Liu, Liangjiang& Yuan, Xiaofang. Model Predictive Controller-Based Optimal Slip Ratio Control System for Distributed Driver Electric Vehicle. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1200873
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1200873
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