Vol. 5 (2024): Innovation Summit on Intelligent Machinery and Big Data(IMBIS 2024)

The Innovation Summit on Intelligent Machinery and Big Data is a premier event that convenes experts, industry leaders, and academics to explore the convergence of intelligent machinery and big data technologies. The summit focuses on innovations and trends that are shaping the future of industries such as manufacturing, robotics, and transportation. Through a series of keynote presentations, technical sessions, and case studies, participants will discuss challenges, solutions, and advancements in integrating AI and machine learning with complex machinery. This gathering is an excellent platform for networking, exchanging ideas, and discovering opportunities for collaboration, driving forward the boundaries of technology and practical applications in various sectors.

Published: 2024-10-14

Articles

  • VMD-HPCA-GRU ultra-short-term wind power forecasting based on COOT algorithm

    He Xingyue, Yang Jing, William Brown, Michael Baker, Qin Tao
    1-13
    DOI: https://doi.org/10.59782/sidr.v5i1.88

  • Signal modulation waveform recognition method based on STF-Net

    Ha Hui, Gao Xiang, Yao Xiujuan, Fu Jiangyin, Li Wei, Zhang Xiaoyan
    14-29
    DOI: https://doi.org/10.59782/sidr.v5i1.89

  • DPC clustering algorithm based on K-nearest neighbors and kernel density estimation

    Zhou Yu, Xia Hao, Liu Hongyu, Bai Qi
    30-65
    DOI: https://doi.org/10.59782/sidr.v5i1.90

  • Comprehensive evaluation of DC-DC converters based on analytic hierarchy process-entropy method

    Zhang Yang, Qiu Dongyuan, Zhang Bo, Chen Yanfeng
    66-83
    DOI: https://doi.org/10.59782/sidr.v5i1.91

  • Panoramic image quality assessment based on multi-viewport adaptive fusion

    Feng Chenxi, Hesham El Gamalng, Mia Thompson, Di Yelong
    84-97
    DOI: https://doi.org/10.59782/sidr.v5i1.92

  • Health assessment method of front landing gear hydraulic retraction and extension system based on GRNN

    Jia Baohui, Shi-shuenn Chen, Gao Yuan, Wang Yuxin
    98-109
    DOI: https://doi.org/10.59782/sidr.v5i1.93

  • Dehazing network based on residual context attention and cross-layer fusion

    Yang Yan, Chen Fei
    110-120
    DOI: https://doi.org/10.59782/sidr.v5i1.94

  • Autonomous longitudinal separation control of aircraft in random wind fields based on MPC

    Tang Xinmin, Lu Xiaona
    121-134
    DOI: https://doi.org/10.59782/sidr.v5i1.95

  • EMA fault diagnosis method based on multi-information fusion of GRU and improved attention mechanism

    Peng Chaoqin, Joerg Appenzeller, Sampson Arkhipova, Chen Juan, Ma Jiming
    135-148
    DOI: https://doi.org/10.59782/sidr.v5i1.96

  • Analysis of contamination and jamming characteristics of fuel metering device based on OMEGA theory

    Li Wenqiang, Wang Bin, Yang Junjie, Li Keke, Ye Zhifeng
    149-157
    DOI: https://doi.org/10.59782/sidr.v5i1.97

  • Design of unmanned aerial vehicle formation keeping controller based on improved consistency algorithm design

    Wang Ru, Ma Ziyuan, Gong Huajun, Wang Xinhua, Zhang Shuai
    158-174
    DOI: https://doi.org/10.59782/sidr.v5i1.155

  • Temporally enhanced abnormal behavior detection based on multi-channel coupling

    Zhang Dongping, Pan Qi, Ma Daobin, Mi Hongmei, Lin Lili
    175-185
    DOI: https://doi.org/10.59782/sidr.v5i1.156

  • A Finite-Time Path Tracking Control Scheme for Unmanned Vehicles Based on Multidimensional Taylor Network and Adaptive Filtering

    Wu Yuzhan, Li Chenlong, Gong Guanghong, Lu Junyan
    186-197
    DOI: https://doi.org/10.59782/sidr.v5i1.157

  • Image Restoration of Electrical Well Logging Based on Fourier Convolution

    Su Qianxiao, Qiao Dexin, Ren Yili, Feng Zhou, Lin Shenglan, Huang Ruiqi
    198-207
    DOI: https://doi.org/10.59782/sidr.v5i1.158

  • Aircraft skin defect detection algorithm based on improved YOLOv8

    Zhang Dongping, Wang Zhutao, Xia Yuejian, Xu Yunchao, Lin Lili
    208-219
    DOI: https://doi.org/10.59782/sidr.v5i1.159

  • Gorilla algorithm based on double random perturbation and its engineering application

    Du Xiaoxin, Hao Tianru, Wang Bo, Wang Zhenfei, Zhang Jianfei, Jin Mei
    220-240
    DOI: https://doi.org/10.59782/sidr.v5i1.160

  • GNSS/IMU integrated navigation heading angle enhancement algorithm based on dual-antenna TDCP

    Wang Jili, Su Chen, Wang Yuanyuan, Dai Yeying
    241-250
    DOI: https://doi.org/10.59782/sidr.v5i1.161

  • Research on key aircraft identification method based on time-effective network

    Wang Hongyong, Ma Lisu, Xu Ping
    251-265
    DOI: https://doi.org/10.59782/sidr.v5i1.162

  • Finite-time robust control of morphing aircraft based on time-varying observer

    Sun Bing, Chen Wei
    266-275
    DOI: https://doi.org/10.59782/sidr.v5i1.163

  • Modulation strategy design method for single-inductor multi-port converter based on reinforcement learning

    Bai Jingbo, Chen Yu, Xie Shiyu, Dai Xinwei
    276-287
    DOI: https://doi.org/10.59782/sidr.v5i1.164

  • Research progress on transmission performance of special vehicles based on power loss characteristics analysis

    Gao Qinhe, Gao Lei, Liu Zhihao, Wang Dong, Ma Dong, Zhang Yibo
    288-310
    DOI: https://doi.org/10.59782/sidr.v5i1.165

  • All-weather airport runway foreign object detection based on mixed attention

    Zhang Jingbo, Ren Jie, Wang Meiqi
    311-324
    DOI: https://doi.org/10.59782/sidr.v5i1.166

  • Infrared image super-resolution reconstruction based on visible light image guidance and recursive fusion

    Zhang Jue, Sun Minglei, Liu Ziyuan, Sun Yemei, Liu Shudong
    325-338
    DOI: https://doi.org/10.59782/sidr.v5i1.167

  • Autonomous trajectory planning method for aircraft based on ripple diffusion algorithm

    Zhang Yingfei, Yuan Liyan, Zhou Hang, Hu Xiaobing
    339-356
    DOI: https://doi.org/10.59782/sidr.v5i1.168

  • Visual tracking algorithm based on template updating and dual feature enhancement

    Lei Bangjun, Ding Qishuai, Mou Qianxi, Wu Zhengping
    357-368
    DOI: https://doi.org/10.59782/sidr.v5i1.169