Construction of Driving Condition Based on Discrete Fourier Transform and Improved K-Means Clustering Algorithm

[1] Li Mengliang, Li Wei, Fang Maodong, Liu Xiangmin, Du Chuanjin, Zhang Xingquan. The Parse Method of Actual Driving Cycle of Vehicle on Road [J]. Journal of Wuhan University of Technology (Transportation Science and Engineering Edition), 2003(01):69–72. Li Mengliang Li Wei Fang Maodong Liu Xiangmin Du Chuanjin Zhang Xingquan The Parse Method of Actual Driving Cycle of Vehicle on Road [J]. Journal of Wuhan University of Technology (Transportation Science and Engineering Edition) , 2003 ( 01 ): 69 – 72 . Search in Google Scholar

[2] Gao Jianping, Sun Zhongbo, Ding Wei, Xi Jianguo. Development and precision research of vehicle driving conditions [J]. Journal of Zhejiang University (Engineering Edition), 2017,51(10):2046–2054. Gao Jianping Sun Zhongbo Ding Wei Xi Jianguo Development and precision research of vehicle driving conditions [J]. Journal of Zhejiang University (Engineering Edition) , 2017 , 51 ( 10 ): 2046 – 2054 . Search in Google Scholar

[3] Jie Lin, Debbie A Niemeier. An exploratory analysis comparing a stochastic driving cycle to California’s regulatory cycle [J]. Atmospheric Environment, 2002, 36(38). Jie Lin Debbie A Niemeier An exploratory analysis comparing a stochastic driving cycle to California’s regulatory cycle [J]. Atmospheric Environment , 2002 , 36 ( 38 ). Search in Google Scholar

[4] Michel André. The ARTEMIS European driving cycles for measuring car pollutant emissions [J]. Science of the Total Environment, 2004, 334. Michel André The ARTEMIS European driving cycles for measuring car pollutant emissions [J]. Science of the Total Environment , 2004 , 334 . Search in Google Scholar

[5] Gao Jianping, Ding Wei, Sun Zhongbo, Xi Jianguo. Construction of passenger car driving conditions in Zhengzhou [J]. Mechanical design and manufacturing, 2018(08):102–105. Gao Jianping Ding Wei Sun Zhongbo Xi Jianguo Construction of passenger car driving conditions in Zhengzhou [J]. Mechanical design and manufacturing , 2018 ( 08 ): 102 – 105 . Search in Google Scholar

[6] Peng Yuhui, Yang Huibao, LI Mengliang, Qiao Xueqi. Research on Construction Method of Urban Road Vehicle Driving Conditions Based on K-means Cluster Analysis [J]. Automotive Technology, 2017(11):13–18. Peng Yuhui Yang Huibao LI Mengliang Qiao Xueqi Research on Construction Method of Urban Road Vehicle Driving Conditions Based on K-means Cluster Analysis [J]. Automotive Technology , 2017 ( 11 ): 13 – 18 . Search in Google Scholar

[7] Zhang Rui. Construction and Research of Urban Road Car Driving Conditions [D]. Hefei: Hefei University of Technology, 2009 Zhang Rui . Construction and Research of Urban Road Car Driving Conditions [D]. Hefei : Hefei University of Technology , 2009 Search in Google Scholar

[8] Shi Qin, Wang Nannan, Chou Duoyang. Application of Particle Swarm Optimization Fuzzy Clustering Method in Vehicle Driving Conditions [J]. Chinese Management Science, 2011, 19(02):110-115 Shi Qin Wang Nannan Chou Duoyang Application of Particle Swarm Optimization Fuzzy Clustering Method in Vehicle Driving Conditions [J]. Chinese Management Science , 2011 , 19 ( 02 ): 110 – 115 Search in Google Scholar

[9] Cao Qian, Li Jun, Liu Yu, Qu Dawei. Construction of passenger car driving conditions based on Markov chain[J]. Journal of Jilin University (Engineering Edition), 2018, 48(05):1366–1373. Cao Qian Li Jun Liu Yu Qu Dawei Construction of passenger car driving conditions based on Markov chain [J]. Journal of Jilin University (Engineering Edition) , 2018 , 48 ( 05 ): 1366 – 1373 . Search in Google Scholar

[10] Cao Qian, Li Jun, Liu Yu, Qu Dawei. Construction of driving conditions based on big data and Markov chain [J]. Journal of Northeastern University (Natural Science Edition), 2019, 40(01):77–81. Cao Qian Li Jun Liu Yu Qu Dawei Construction of driving conditions based on big data and Markov chain [J]. Journal of Northeastern University (Natural Science Edition) , 2019 , 40 ( 01 ): 77 – 81 . Search in Google Scholar

[11] DingYifeng, LI Jun,Gai Hongchao,Chen Hao. The Application of Wavelet Transform in Processing Vehicle Speed Data Processing [J]. Science Technology and Engineering, 2017, 17(28):274–279. DingYifeng LI Jun Gai Hongchao Chen Hao The Application of Wavelet Transform in Processing Vehicle Speed Data Processing [J]. Science Technology and Engineering , 2017 , 17 ( 28 ): 274 – 279 . Search in Google Scholar

[12] Miao Qiang, Sun Qiang, Bai Shuzhan, Yan Wei, Li Guoxiang. The Application of Wavelet Transform in Processing Vehicle Speed Data Processing[J]. Journal of China Highway, 2016, 29(11):161–169. Miao Qiang Sun Qiang Bai Shuzhan Yan Wei Li Guoxiang The Application of Wavelet Transform in Processing Vehicle Speed Data Processing [J]. Journal of China Highway , 2016 , 29 ( 11 ): 161 – 169 . Search in Google Scholar

[13] Fan Jincheng, MEI Canglin. data analysis. Beijing: Science Press, 2010. Fan Jincheng , MEI Canglin. data analysis . Beijing : Science Press , 2010 . Search in Google Scholar

[14] Xu, Tian-Shi, Chiang, Hsiao-Dong,Liu, Guang-Yi, et al.Hierarchical K-means Method for Clustering Large-Scale Advanced Metering Infrastructure Data [J]. IEEE Transactions on Power Delivery, 2017, 32(2):609–616. Xu Tian-Shi Chiang Hsiao-Dong Liu Guang-Yi Hierarchical K-means Method for Clustering Large-Scale Advanced Metering Infrastructure Data [J]. IEEE Transactions on Power Delivery , 2017 , 32 ( 2 ): 609 – 616 . Search in Google Scholar

[15] Wen Peng. Research on Improved K-means Algorithm and New Clustering Effectiveness Index in Cluster Analysis [D]. Anhui University, 2019. Wen Peng . Research on Improved K-means Algorithm and New Clustering Effectiveness Index in Cluster Analysis [D]. Anhui University , 2019 . Search in Google Scholar

[16] Shi Qin, Chou Duoyang, Wu Jing. Research on driving conditions based on principal component analysis and FCM clustering [J]. Environmental Science Research, 2012, 25(01):70–76. Shi Qin Chou Duoyang Wu Jing Research on driving conditions based on principal component analysis and FCM clustering [J]. Environmental Science Research , 2012 , 25 ( 01 ): 70 – 76 . Search in Google Scholar

[17] Jiang Ping, Shi Qin, Chen Wuwei. Construction method of urban road driving conditions based on Markov [J]. Journal of Agricultural Machinery, 2009, 40(11):26–30. Jiang Ping Shi Qin Chen Wuwei Construction method of urban road driving conditions based on Markov [J]. Journal of Agricultural Machinery , 2009 , 40 ( 11 ): 26 – 30 . Search in Google Scholar