Vol. 1 (2024): Global Symposium on Intelligent Machines and Data Analytics(SIMDA 2024)

The Global Symposium on Intelligent Machines and Data Analytics (SIMDA 2024) is an event that brings together leading experts, researchers, and industry professionals from the fields of mechanical engineering, artificial intelligence, and data analytics. This symposium aims to explore the latest advancements in intelligent machine systems and their integration with big data technologies. Participants will have the opportunity to discuss innovative approaches, share cutting-edge research, and collaborate on solutions that leverage AI and data analytics to enhance machine performance, efficiency, and automation. SIMDA 2024 serves as a premier platform for knowledge exchange and networking, fostering global collaboration in the pursuit of smarter and more efficient mechanical systems.

Published: 2024-09-30

Articles

  • Research on recycling decision of waste power batteries under subsidy-penalty policy

    Wang Wenbin, Liu Ye, Zhong Luosheng, Qi Jinyu, Quan Peng
    1-14
    DOI: https://doi.org/10.59782/sidr.v1i1.23

  • Analysis of factors affecting vehicle skidding during braking on curved sections of superhighways

    He Yongming, Feng Jia, Wei Gui, Wan Yanan
    15-28
    DOI: https://doi.org/10.59782/sidr.v1i1.25

  • Almost Sure Convergence of Weighted Sums for m-END Sequences under Sub-linear Expectations

    TAN Xili, DONG He, SUN Peiyu, ZHANG Yong
    29-39
    DOI: https://doi.org/10.59782/sidr.v1i1.26

  • Reliability Allocation Method for Lightweight Propulsion System of Electric Aircraft

    Li Jinghao, Li Ran, Hua Hao, Huang Wenfeng, Gao Fei, Tai Nengling
    40-54
    DOI: https://doi.org/10.59782/sidr.v1i1.27

  • Improved artificial bee colony algorithm and its application in engineering design

    Li Bo, Song Jingyuan, Zhang Bangcheng
    55-67
    DOI: https://doi.org/10.59782/sidr.v1i1.28

  • Dynamic optimization model of weapon equipment system effectiveness based on A-GERT network

    Fang Zhigeng, Zhang Jingru, Xia Yuexin, Chen Ding, Tao Qiucheng
    68-81
    DOI: https://doi.org/10.59782/sidr.v1i1.29

  • Improved Faster-RCNN Algorithm for Traffic Sign Detection

    Li Xuejun, Quan Linfei, Yingzhi Zhang, Chenyu Han
    82-90
    DOI: https://doi.org/10.59782/sidr.v1i1.30

  • Analysis of China's provincial carbon peak path based on LSTM neural network

    Zhang Gaomin, Wang Teng, Lou Yuanyu, Guan Zhongcheng, Zheng Haijun, Li Qiang, Wu Jiaqian
    91-104
    DOI: https://doi.org/10.59782/sidr.v1i1.31

  • Parallel density clustering algorithm based on MapReduce and optimized cuckoo algorithm

    Mao Yimin, Gu Senqing
    105-115
    DOI: https://doi.org/10.59782/sidr.v1i1.32

  • Steam turbine fault early warning algorithm based on association rules and multivariate state estimation

    Zou Hongbo, Zhang Xinxian, Li Qilong
    116-122
    DOI: https://doi.org/10.59782/sidr.v1i1.33

  • Remote sensing image denoising based on shearlet transform and goodness-of-fit test

    Cheng Libo, Chen Pengyu, Li Zhe, Jia Xiaoning
    123-130
    DOI: https://doi.org/10.59782/sidr.v1i1.34

  • Clothing classification algorithm based on convolution and Transformer fusion

    Zhu Shuchang, Li Wenhui
    131-137
    DOI: https://doi.org/10.59782/sidr.v1i1.35

  • SDN dynamic flow scheduling algorithm based on discrete particle swarm

    Liu Wei, Gao Xincheng, Wang Qilong, Zhang Xuan, Wang Lili
    138-145
    DOI: https://doi.org/10.59782/sidr.v1i1.36

  • Abnormal data detection method for multidimensional datasets based on spectral clustering

    Song Shijun, Fan Min
    146-153
    DOI: https://doi.org/10.59782/sidr.v1i1.37

  • Analysis of driving behavior on sharp curves based on latent class model

    Li Delin, Chen Junxian, Wang Yonggang, Wang Lu, Shen Zhaoqing
    154-165
    DOI: https://doi.org/10.59782/sidr.v1i1.38

  • Design of big data anomaly detection model based on random forest algorithm

    Song Shijun, Fan Min
    166-172
    DOI: https://doi.org/10.59782/sidr.v1i1.40

  • Research on OEM/ODM supply chain decision-making considering supply risk

    Xu Haonan, Liu Jiaguo
    173-191
    DOI: https://doi.org/10.59782/sidr.v1i1.41

  • Research on green product marketing strategy of enterprise network platform supply chain under digital intelligence driven marketing

    Chen Yisun, Xiaoman Zhang, Ning Cai, Shuangli Mou, Zong Yu
    192-207
    DOI: https://doi.org/10.59782/sidr.v1i1.42

  • A new method for robot path planning based on double-starting point ant colony algorithm

    Li Jian, Sun Xiaohai, Liao Changyi, Yang Jianping
    208-214
    DOI: https://doi.org/10.59782/sidr.v1i1.43

  • Multi-objective optimization design of ship propulsion shafting based on response surface methodology-genetic algorithm

    Zhang Cong, Shu Bingnan, Zhang Jiangtao, Jin Yong
    215-228
    DOI: https://doi.org/10.59782/sidr.v1i1.46

  • Comment text clustering algorithm based on improved DEC

    Chen Kejia, Xia Ruidong, Lin Hongxi
    229-242
    DOI: https://doi.org/10.59782/sidr.v1i1.49

  • Study on risk spillover of soybean futures market based on dynamic model averaging

    Ye Wuyi, Li Ailin, Jiao Shoukun
    243-256
    DOI: https://doi.org/10.59782/sidr.v1i1.50

  • A multi-dimensional and hierarchical comprehensive experimental platform based on Python

    Liang Nan, Wang Chengxi, Zhang Chunfei, Xu Tao, Ji Fenglei
    257-263
    DOI: https://doi.org/10.59782/sidr.v1i1.51

  • Manufacturer's dual-channel supply chain financing strategy considering capital constraints

    Bian Zhan, Zhang Hongyan
    264-277
    DOI: https://doi.org/10.59782/sidr.v1i1.52

  • Research on CPI prediction based on LSTM model with double-layer attention mechanism

    Dong Manru, Tang Xiaobin
    278-293
    DOI: https://doi.org/10.59782/sidr.v1i1.53