面向智能畜牧业的人工智能驱动先进柔性压力传感器阵列:响应特性、优化策略、创新应用

IF 8.9 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Dongsheng Jiang , Mengjie Zhang , Jiahao Yu , Qinan Zhao , Marija Brkic Bakaric , Kaikang Chen , Xiaoshuan Zhang
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引用次数: 0

摘要

柔性压力传感器阵列具有高灵敏度、可拉伸性和生物相容性的特点,已成为跨多个学科的变革性技术,包括机器人、医疗保健和生物医学应用。到目前为止,尽管柔性压力传感器在许多方面取得了重大进展,但对其在智能畜牧业中的作用的全面评论仍然很少。本文对柔性压力传感器阵列的传递机理、关键性能指标、优化策略、制造方法、系统集成等进行了系统评价。介绍了柔性压力传感器阵列在畜牧业中的前沿和创新应用,重点介绍了实时监测和数据分析如何提高生产效率,优化资源配置,改善动物福利。本文还探讨了柔性压力传感器阵列的挑战和前景,期望这项工作将为寻求在智能畜牧业中推进柔性传感技术的研究人员、工程师和政策制定者提供有价值的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Ai-driven advanced flexible pressure sensor arrays for smart animal husbandry: Response characteristics, optimization strategies, innovative applications

Ai-driven advanced flexible pressure sensor arrays for smart animal husbandry: Response characteristics, optimization strategies, innovative applications
Flexible pressure sensor arrays, characterized by high sensitivity, stretchability, and biocompatibility, have emerged as a transformative technology across multiple disciplines, including robotics, healthcare, and biomedical applications. So far, despite significant advances in many aspects of flexible pressure sensors, comprehensive commentary on their role in smart animal husbandry remains scarce. This paper systematically evaluates the transmission mechanism, key performance index, optimization strategy, manufacturing method, and system integration of the flexible pressure sensor array. The cutting-edge and innovative applications of flexible pressure sensor arrays in animal husbandry were introduced, emphasizing how real-time monitoring and data analysis can improve production efficiency, optimize resource allocation, and improve animal welfare. The paper also explores the challenges and prospects of flexible pressure sensor arrays, with the expectation that this work will provide a valuable reference for researchers, engineers, and policymakers seeking to advance flexible sensing technologies in smart animal husbandry.
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来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
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