通过 CNN-IT 优化智能运输系统中的物流：提高效率和精确度的卷积神经网络方法

IF 2.5 2区工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY

Journal of Engineering Design Pub Date : 2024-03-24 DOI:10.1080/09544828.2024.2333196

Xinghe Wang, Kavimbi Chipusu, Chaoquan Lin, Jiabin Chen, Bihua Liu

引用次数: 0

摘要

本研究通过引入一种利用卷积神经网络-IT（CNN-I）的新方法，解决了在智能交通系统（ITS）中优化物流的关键挑战。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Optimising logistics in intelligent transportation systems through CNN-IT: a convolutional neural network approach for enhanced efficiency and precision

This study addresses the critical challenge of optimising logistics within intelligent transportation systems (ITS) by introducing a novel approach leveraging convolutional neural network-IT (CNN-I...

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来源期刊

Journal of Engineering Design 工程技术-工程：综合

CiteScore

5.00

自引率

33.30%

发文量

审稿时长

4.5 months

期刊介绍： The Journal of Engineering Design is a leading international publication that provides an essential forum for dialogue on important issues across all disciplines and aspects of the design of engineered products and systems. The Journal publishes pioneering, contemporary, best industrial practice as well as authoritative research, studies and review papers on the underlying principles of design, its management, practice, techniques and methodologies, rather than specific domain applications. We welcome papers that examine the following topics: Engineering design aesthetics, style and form- Big data analytics in engineering design- Collaborative design in engineering- Engineering concept design- Creativity and innovation in engineering- Engineering design architectures- Design costing in engineering Design education and pedagogy in engineering- Engineering design for X, e.g. manufacturability, assembly, environment, sustainability- Engineering design management- Design risk and uncertainty in engineering- Engineering design theory and methodology- Designing product platforms, modularity and reuse in engineering- Emotive design, e.g. Kansei engineering- Ergonomics, styling and the design process- Evolutionary design activity in engineering (product improvement & refinement)- Global and distributed engineering design- Inclusive design and assistive engineering technology- Engineering industrial design and total design- Integrated engineering design development- Knowledge and information management in engineering- Engineering maintainability, sustainability, safety and standards- Multi, inter and trans disciplinary engineering design- New engineering product design and development- Engineering product introduction process[...]