{"title":"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","authors":"Dongsheng Jiang , Mengjie Zhang , Jiahao Yu , Qinan Zhao , Marija Brkic Bakaric , Kaikang Chen , Xiaoshuan Zhang","doi":"10.1016/j.compag.2025.110988","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":50627,"journal":{"name":"Computers and Electronics in Agriculture","volume":"239 ","pages":"Article 110988"},"PeriodicalIF":8.9000,"publicationDate":"2025-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Ai-driven advanced flexible pressure sensor arrays for smart animal husbandry: Response characteristics, optimization strategies, innovative applications\",\"authors\":\"Dongsheng Jiang , Mengjie Zhang , Jiahao Yu , Qinan Zhao , Marija Brkic Bakaric , Kaikang Chen , Xiaoshuan Zhang\",\"doi\":\"10.1016/j.compag.2025.110988\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>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.</div></div>\",\"PeriodicalId\":50627,\"journal\":{\"name\":\"Computers and Electronics in Agriculture\",\"volume\":\"239 \",\"pages\":\"Article 110988\"},\"PeriodicalIF\":8.9000,\"publicationDate\":\"2025-09-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Computers and Electronics in Agriculture\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0168169925010944\",\"RegionNum\":1,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AGRICULTURE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers and Electronics in Agriculture","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168169925010944","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AGRICULTURE, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.