Application and research status of smart agriculture technology in egg production

doi:10.3969/j.issn.1004-1524.20240083

Acta Agriculturae Zhejiangensis ›› 2025, Vol. 37 ›› Issue (2): 507-518.DOI: 10.3969/j.issn.1004-1524.20240083

• Review • Previous Articles

Application and research status of smart agriculture technology in egg production

YU Hongwei¹(), HE Yeyu², YANG Hua², XIAO Yingping², DING Xiangying³^,^*(), JI Xiaofeng²^,^*()

1. Jiande Agriculture and Rural Affairs Bureau, Jiande 311600, Zhejiang, China
2. Institute of Agro-Product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China
3. Jiangshan Livestock Development Service Center, Jiangshan 324100, Zhejiang, China

Received:2024-01-17 Online:2025-02-25 Published:2025-03-20
Contact: DING Xiangying,JI Xiaofeng

Abstract

Abstract:

With the rapid development of economy, layer industry of China is gradually moving towards the direction of smart agriculture with the characteristics of automation, information, digitization and intelligentization. In layer breeding or egg production, smart agriculture technology realizes healthy breeding of layer hens, improves production efficiency, reduces labor costs, reduces feed waste, and improves egg quality through comprehensive use of smart technology. This paper reviews the application of smart agriculture technology in laying chicken breeding, egg production informatization, egg product traceability, etc. This research will be a good reference for research development and application of smart agriculture technology in egg production.

Key words: digitization, informatization, equipment, egg

CLC Number:

S126

YU Hongwei, HE Yeyu, YANG Hua, XIAO Yingping, DING Xiangying, JI Xiaofeng. Application and research status of smart agriculture technology in egg production[J]. Acta Agriculturae Zhejiangensis, 2025, 37(2): 507-518.

Figures/Tables 9

Fig.1 Fully automatic feeding system

Fig.2 Disinfection facilities at the entrance of the site

Fig.3 Automatic egg collection equipment

Fig.4 Cleaning, disinfection, and drying equipment

Fig.5 Egg head size adjustment device

Fig.6 Inspection for crack of egg by light

Fig.7 Digital file composition of laying chicken breeding

Fig.8 Layer house intelligent monitoring system structure diagram

Fig.9 “Mujilang” robot

References 61

[1]	赵杰, 张仰光. 加快“智慧农机” 推广工作的前景分析及对策建议[J]. 当代农机, 2020(1): 16-18.
	ZHAO J, ZHANG Y G. Prospect analysis and countermeasures of accelerating the popularization of “smart agricultural machinery”[J]. Contemporary Farm Machinery, 2020(1): 16-18. (in Chinese)
[2]	吴君. 智慧农业视域下农业机械智能化技术的应用[J]. 南方农机, 2024, 55(2): 176-178.
	WU J. Application of intelligent technology of agricultural machinery in the view of intelligent agriculture[J]. China Southern Agricultural Machinery, 2024, 55(2): 176-178. (in Chinese)
[3]	赫兵, 李超, 刘月月, 等. 智能化机器人和ICT技术在智慧农业上的应用前景分析[J]. 现代化农业, 2023(1): 94-96.
	HE B, LI C, LIU Y Y, et al. Analysis on the application prospect of intelligent robot and ICT technology in smart agriculture[J]. Modernizing Agriculture, 2023(1): 94-96. (in Chinese)
[4]	董爱君. 智能化农机在智慧农业中的推广应用研究[J]. 农业开发与装备, 2023(1): 42-44.
	DONG A J. Research on popularization and application of intelligent agricultural machinery in smart agriculture[J]. Agricultural Development & Equipments, 2023(1): 42-44. (in Chinese)
[5]	马敏彪, 曹丁壬, 崔鸣, 等. 7种地方鸡蛋品质及繁殖相关基因分析[J]. 中国畜牧杂志, 2023, 59(11): 119-122.
	MA M B, CAO D R, CUI M, et al. Analysis of quality and reproduction related genes of seven local eggs[J]. Chinese Journal of Animal Science, 2023, 59(11): 119-122. (in Chinese)
[6]	姚延婷, 孟敏霞. 智慧农业研究的回顾与展望[J]. 农业技术与装备, 2023(7): 134-138, 141.
	YAO Y T, MENG M X. Review and prospect of intelligent agriculture research[J]. Agricultural Technology & Equipment, 2023(7): 134-138, 141. (in Chinese with English abstract)
[7]	WOLFERT S, GE L, VERDOUW C, et al. Big data in smart farming: a review[J]. Agricultural Systems, 2017, 153: 69-80.
[8]	ZHAO Y, ZHAO D, MA H, et al. Environmental assessment of three egg production systems—Part Ⅲ: Airborne bacteria concentrations and emissions[J]. Poultry Science, 2016, 95(7): 1473-1481.
[9]	姬舒, 刘幸, 闫锋欣, 等. 物联网在蛋鸡生产中的应用及研究进展[J]. 中国家禽, 2018, 40(18): 49-53.
	JI S, LIU X, YAN F X, et al. Research and application progress of IOT in layer production[J]. China Poultry, 2018, 40(18): 49-53. (in Chinese with English abstract)
[10]	李华龙, 李淼, 詹凯, 等. 基于物联网的层叠式鸡舍环境智能监控系统(英文)[J]. 农业工程学报, 2015, 31(S2): 210-215.
	LI H L, LI M, ZHAN K, et al. Intelligent monitoring system for laminated henhouse based on Internet of Things[J]. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(S2): 210-215. (in Chinese with English abstract)
[11]	吴诗怡, 万敏, 王傲, 等. 蛋鸡养殖环境温湿度变化实时监测与预警系统[J]. 信息技术与信息化, 2017(S1): 30-33.
	WU S Y, WAN M, WANG A, et al. Real-time monitoring and early warning system for temperature and humidity changes in laying hens’ breeding environment[J]. Information Technology and Informatization, 2017(S1): 30-33. (in Chinese)
[12]	黄琪琳. 数据挖掘在数字化蛋鸡养殖中的应用研究[D]. 无锡: 江南大学, 2023.
	HANG Q L. Application research of data mining in digital breeding of laying hen[D]. Wuxi: Jiangnan University, 2023. (in Chinese with English abstract)
[13]	刘又夫, 肖德琴, 周家鑫, 等. 水禽智能化养殖研究现状及发展趋势[J]. 智慧农业(中英文), 2023, 5(1): 99-110.
	LIU Y F, XIAO D Q, ZHOU J X, et al. Status quo of waterfowl intelligent farming research review and development trend analysis[J]. Smart Agriculture, 2023, 5(1): 99-110. (in Chinese with English abstract)
[14]	周宝龙, 龚亚丽, 唐欣, 等. 一种畜禽定时定量自动饲喂器: CN212279372U[P]. 2021-01-05.
[15]	郝巴雅斯胡良. 可视化自动饲喂机[EB/OL]. (2023-02-15)[2024-01-17]. https://kns.cnki.net/kcms2/article/abstract?v=YvzTZTPVeK6gES3nJqEtfwy-BxlHPJqD6wxI_qf2v8iNjceoOsZPBy8lk4WVt07JbZzZU8dTcagOMr-fs_vYNDSwGtN6YjBBT1Dykset7074SFvYgxGdXNMYOTvxYC657x3-kGUpyUWD7T_MCQEIuGLwMKUMwiS_MkkoGEYrEyicR1hBstYtDfbVAniY_3z60&uniplatform=NZKPT&language=CHS.
[16]	黄涛, 吴颖. 鸡用乳头式饮水器的安装与使用[J]. 黑龙江畜牧兽医, 2006(7): 117.
	HUANG T, WU Y. Installation and use of nipple drinking water fountain for chicken[J]. Heilongjiang Animal Science and Veterinary Medicine, 2006(7): 117. (in Chinese)
[17]	尹华东, 朱庆, 赵小玲, 等. 一种鸡饮水器自动控制加水的装置: CN202890195U[P]. 2013-04-24.
[18]	“份勺式鸡用自动饮水设备” 获得国家专利[J]. 中国家禽, 2002, 24(4): 45.
	“Spoon-type automatic drinking water equipment for chicken” won the national patent[J]. China Poultry, 2002, 24(4): 45. (in Chinese)
[19]	李建国. 禽用球阀式自动饮水器[J]. 农业知识, 2004(3): 54-55.
	LI J G. Ball valve type automatic water drinker for poultry[J]. Agriculture Knowlege, 2004(3): 54-55. (in Chinese)
[20]	杨环. 畜禽养殖环境调控与智能养殖装备技术研究[J]. 畜禽业, 2022, 33(2): 74-76.
	YANG H. Study on regulation of livestock and poultry breeding environment and intelligent breeding equipment technology[J]. Livestock and Poultry Industry, 2022, 33(2): 74-76. (in Chinese)
[21]	冯青春, 王秀, 邱权, 等. 畜禽舍防疫消毒机器人设计与试验[J]. 智慧农业(中英文), 2020, 2(4): 79-88.
	FENG Q C, WANG X, QIU Q, et al. Design and test of disinfection robot for livestock and poultry house[J]. Smart Agriculture, 2020, 2(4): 79-88. (in Chinese with English abstract)
[22]	何占松, 屈顺全. 常用畜禽粪污清理收集设备简介[J]. 现代畜牧科技, 2021(3): 63-65.
	HE Z S, QU S Q. Brief introduction of common cleaning and collecting equipment for livestock manure[J]. Modern Animal Husbandry Science & Technology, 2021(3): 63-65. (in Chinese)
[23]	于珍珍, 王宏轩, 马国庆, 等. 畜禽舍自动清粪发酵一体化设备的研制与应用[J]. 中国家禽, 2021, 43(9): 65-71.
	YU Z Z, WANG H X, MA G Q, et al. Design and application of integrated equipment for automatic manure cleaning and fermentation in livestock and poultry house[J]. China Poultry, 2021, 43(9): 65-71. (in Chinese with English abstract)
[24]	高彦玉, 罗土玉, 边峰, 等. 智能清粪机器人系统的设计与试验[J]. 农机化研究, 2024, 46(2): 103-107, 112.
	GAO Y Y, LUO T Y, BIAN F, et al. Design and experiment of intelligent robot system for excrement cleaning[J]. Journal of Agricultural Mechanization Research, 2024, 46(2): 103-107, 112. (in Chinese with English abstract)
[25]	《中国畜牧业》采编部, 王旭. 推动蛋鸡肉鸡立体养殖健康发展[J]. 中国畜牧业, 2023(17): 14-15.
	Editorial Department of China Animal Industry, WANG X. Promoting the healthy development of three-dimensional breeding of laying hens and broiler chickens[J]. China Animal Industry, 2023(17): 14-15. (in Chinese)
[26]	郑凯仁, 黄杏彪, 林叙彬, 等. 广东省蛋鸡养殖全程机械化推荐模式概述[J]. 现代农业装备, 2021, 42(5): 81-87.
	ZHENG K R, HUANG X B, LIN X B, et al. Summary of the whole process mechanization recommendation model of laying hens breeding in Guangdong Province[J]. Modern Agricultural Equipment, 2021, 42(5): 81-87. (in Chinese with English abstract)
[27]	周阿祥, 张志辉, 周帅, 等. 升降式中央集蛋系统的研发与应用[P]. 2015-06-05.
[28]	李彦蓉, 王爱民, 张海云. 自动集蛋装置的研究与设计[J]. 农机化研究, 2014, 36(12): 172-174, 181.
	LI Y R, WANG A M, ZHANG H Y. Study and design on device of egg automatic collection[J]. Journal of Agricultural Mechanization Research, 2014, 36(12): 172-174, 181. (in Chinese with English abstract)
[29]	韦伟, 张艳舫, 闫振富. 畜禽标准化规模养殖场档案的建立[J]. 北方牧业, 2013(3): 17.
	WEI W, ZHANG Y F, YAN Z F. The establishment of livestock and poultry standardized scale farm archives[J]. Northern Animal Husbandry, 2013(3): 17. (in Chinese)
[30]	王玲. 畜禽规模化标准化养殖场档案管理方法及建议[J]. 现代农业科技, 2018(18): 224-225.
	WANG L. Methods and suggestions for file management of large-scale standardized livestock farms[J]. Modern Agricultural Science and Technology, 2018(18): 224-225. (in Chinese)
[31]	佟贵明. 新视域下做好畜禽养殖档案管理的思考[J]. 中国动物检疫, 2020, 37(9): 56-59.
	TONG G M. Thoughts on management for livestock and poultry breeding archives under the new perspective[J]. China Animal Health Inspection, 2020, 37(9): 56-59. (in Chinese with English abstract)
[32]	杨明军. 浅谈畜禽养殖档案的建立及监管[J]. 四川畜牧兽医, 2022, 49(5): 18-19.
	YANG M J. A brief discussion on the establishment and supervision of livestock and poultry breeding archives[J]. Sichuan Animal & Veterinary Sciences, 2022, 49(5): 18-19. (in Chinese)
[33]	李颀, 冯宇谦, 周晓岚. 基于ZigBee无线网络的养殖场信息监测系统设计[J]. 陕西科技大学学报(自然科学版), 2016, 34(1): 164-170.
	LI Q, FENG Y Q, ZHOU X L. Design of information monitoring system based on ZigBee wireless network for breeding farms[J]. Journal of Shaanxi University of Science & Technology(Natural Science Edition), 2016, 34(1): 164-170. (in Chinese with English abstract)
[34]	唐洪希. 基于ZigBee技术的禽舍环境监控系统设计[D]. 雅安: 四川农业大学, 2016.
	TANG H X. Design of environmental monitoring system for poultry house based on ZigBee technology[D]. Yaan: Sichuan Agricultural University, 2016. (in Chinese with English abstract)
[35]	周鹏, 燕斌, 田晨, 等. 畜禽养殖监控系统的研究[J]. 湖北农业科学, 2018, 57(1): 115-117.
	ZHOU P, YAN B, TIAN C, et al. Research on monitoring system of livestock breeding[J]. Hubei Agricultural Sciences, 2018, 57(1): 115-117. (in Chinese with English abstract)
[36]	黄仁录, 李丽华, 陈辉, 等. 鸡个体生产性能信息采集智能装备研究[P]. 2017-11-25.
[37]	OKADA H, ITOH T, SUZUKI K, et al. Wireless sensor system for detection of avian influenza outbreak farms at an early stage[C]. Sensors,2009 IEEE. Piscataway,NJ, USA: IEEE,2010: 1374-1377.
[38]	YANG X, ZHAO Y, STREET G M, et al. Classification of broiler behaviors using triaxial accelerometer and machine learning[J]. Animal, 2021, 15(7): 100269.
[39]	李丽华, 邢雅周, 于尧, 等. 基于超高频RFID的种鸡个体精准饲喂系统[J]. 河北农业大学学报, 2019, 42(6): 109-114.
	LI L H, XING Y Z, YU Y, et al. Design and implementation of precision feeding system for breeders based on UHF RFID[J]. Journal of Hebei Agricultural University, 2019, 42(6): 109-114. (in Chinese with English abstract)
[40]	ZANINELLI M, ROSSI L, COSTA A, et al. Performance of injected RFID transponders to collect data about laying performance and behaviour of hens[J]. Large Animal Review, 2016, 22(2): 77-82.
[41]	GUO Y Y, CHAI L L, AGGREY S E, et al. A machine vision-based method for monitoring broiler chicken floor distribution[J]. Sensors, 2020, 20(11): 3179.
[42]	GEFFEN O, YITZHAKY Y, BARCHILON N, et al. A machine vision system to detect and count laying hens in battery cages[J]. Animal, 2020, 14(12): 2628-2634.
[43]	ZHUANG X L, BI M N, GUO J L, et al. Development of an early warning algorithm to detect sick broilers[J]. Computers and Electronics in Agriculture, 2018,144: 102-113.
[44]	刘修林, 王福杰, 刘烨红, 等. 病理与健康蛋鸡体表温度的对比研究[J]. 中国家禽, 2017, 39(2): 53-56.
	LIU X L, WANG F J, LIU Y H, et al. Comparative study of pathology and body surface temperature of healthy laying hens[J]. China Poultry, 2017, 39(2): 53-56. (in Chinese)
[45]	许志强, 沈明霞, 刘龙申, 等. 基于红外热图像的肉鸡腿部异常检测方法[J]. 南京农业大学学报, 2021, 44(2): 384-393.
	XU Z Q, SHEN M X, LIU L S, et al. Abnormal recognition method of broiler leg based on infrared thermal image[J]. Journal of Nanjing Agricultural University, 2021, 44(2): 384-393. (in Chinese with English abstract)
[46]	FERREIRA V, FRANCISCO N, BELLONI M, et al. Infra-red thermography applied to the evaluation of metabolic heat loss of chicks fed with different energy densities[J]. Revista Brasileira De Ciência Avícola, 2011, 13(2): 113-118.
[47]	沈明霞, 陆鹏宇, 刘龙申, 等. 基于红外热成像的白羽肉鸡体温检测方法[J]. 农业机械学报, 2019, 50(10): 222-229.
	SHEN M X, LU P Y, LIU L S, et al. Body temperature detection method of ross broiler based on infrared thermography[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50(10): 222-229. (in Chinese with English abstract)
[48]	JACOB F, BARACHO M, NÄÄS I A, et al. The use of infrared thermography in the identification of pododermatitis in broilers[J]. Journal of the Brazilian Association of Agricultural Engineering, 2016,36: 253-259.
[49]	XIONG X G, LU M Z, YANG W Z, et al. An automatic head surface temperature extraction method for top-view thermal image with individual broiler[J]. Sensors, 2019, 19(23): 5286.
[50]	KIM N Y, KIM S J, OH M, et al. Changes in facial surface temperature of laying hens under different thermal conditions[J]. Animal Bioscience, 2021, 34(7): 1235-1242.
[51]	杨雨彤, 句金, 任守华. 基于深度卷积神经网络的蛋鸡体温监测系统[J]. 现代畜牧科技, 2023(10): 51-55.
	YANG Y T, GOU J, REN S H. Laying hen body temperature monitoring system based on deep convolutional neural network[J]. Modern Animal Husbandry Science & Technology, 2023(10): 51-55. (in Chinese with English abstract)
[52]	东南网. 福建有“数”丨与一只蛋鸡有关的数字化思考[EB/OL]. (2023-05-15)[2024-01-16]. https://baijiahao.baidu.com/s?id=1765917507474184701&wfr=spider&for=pc.
[53]	马彬彬, 柳平增, 赵丽, 等. 商品蛋鸡生产信息管理系统的构建[J]. 中国农机化学报, 2013, 34(5): 228-231, 205.
	MA B B, LIU P Z, ZHAO L, et al. The construction of commercial laying-hens production information system[J]. Journal of Chinese Agricultural Mechanization, 2013, 34(5): 228-231, 205. (in Chinese with English abstract)
[54]	肖建华, 施路一, 范福祥, 等. 商品蛋鸡数字化生产管理系统的构建[J]. 中国畜牧杂志, 2011, 47(14): 49-52, 64.
	XIAO J H, SHI L Y, FAN F X, et al. Construction of digital production management system for commercial laying hens[J]. Chinese Journal of Animal Science, 2011, 47(14): 49-52, 64. (in Chinese)
[55]	陈红茜. 基于物联网和流式计算的蛋鸡设施养殖数字化初探[D]. 北京: 中国农业大学, 2017.
	CHEN H Q. Preliminary exploration on digitization of laying-hen breeding systems based on the internet of things and streaming computing[D]. Beijing: China Agricultural University, 2017. (in Chinese with English abstract)
[56]	陈羊阳, 陈红茜, 李辉, 等. 基于物联网的家禽生产过程管理系统的设计与实现[J]. 中国农机化学报, 2015, 36(4): 232-237, 244.
	CHEN Y Y, CHEN H Q, LI H, et al. Design and implementation of poultry production process management system based on the Internet of Things[J]. Journal of Chinese Agricultural Mechanization, 2015, 36(4): 232-237, 244. (in Chinese with English abstract)
[57]	薛晋. 以太坊区块链技术在鸡蛋质量追溯中的研究与系统实现[D]. 张家口: 河北北方学院, 2023.
	XUE J. Research and system implementation of Ethereum blockchain technology in egg quality traceability[D]. Zhangjiakou: Hebei North University, 2023. (in Chinese with English abstract)
[58]	刘凯达, 郑丽敏, 徐桂云, 等. 基于二维码、RFID技术的鸡蛋质量追溯系统设计与应用[J]. 中国家禽, 2014, 36(11): 48-50.
	LIU K D, ZHENG L M, XU G Y, et al. Design and application of egg quality traceability system based on two-dimensional code and RFID technology[J]. China Poultry, 2014, 36(11): 48-50. (in Chinese)
[59]	詹小琳, 杨璐, 郑丽敏, 等. 基于智能手机的QR码生成、加密和识别的鸡蛋溯源系统[J]. 中国畜牧杂志, 2015, 51(10): 66-71.
	ZHAN X L, YANG L, ZHENG L M, et al. Encrypted QR code creation and recognition system based on android mobile phone of egg tracing[J]. Chinese Journal of Animal Science, 2015, 51(10): 66-71. (in Chinese with English abstract)
[60]	刘桔, 李可. 贵州力推绿色优质农产品质量安全追溯平台[J]. 条码与信息系统, 2018(3): 31-33.
	LIU J, LI K. Guizhou promotes the quality and safety traceability platform for green and high-quality agricultural products[J]. Bar Code & Information System, 2018(3): 31-33. (in Chinese)
[61]	李婷婷. 数智化转型: 开启家禽数字经济新篇章[J]. 中国禽业导刊, 2022, 39(10): 2-14.
	LI T T. Digital and intelligent transformation: opening a new chapter of poultry digital economy[J]. Guide to Chinese Poultry, 2022, 39(10): 2-14. (in Chinese with English abstract)

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[8]	YANG Yeshuang, ZHANG Yingping, CHEN Yifan, ZHANG Jin, LI Huanhuan, CHEN Lihong, TANG Honggang, GAO Bin. Optimization of formulation of reconstituted liquid egg by response surface methodology [J]. Acta Agriculturae Zhejiangensis, 2022, 34(1): 153-162.
[9]	DONG Zhihao, CHEN Yu, HUANG Gaoxiang, BAI Junyan, LI Jingyun, ZHAO Shujuan, LEI Ying, WANG Xinle, HU Qihang, FAN Zhengyu. Association analysis of VIPR-1 gene polymorphism and early growth traits in egg quail [J]. Acta Agriculturae Zhejiangensis, 2021, 33(8): 1393-1401.
[10]	ZHAO Guofu, YAN Yaqin, WANG Jinglei, WEI Qingzhen, BAO Chonglai. Genome-wide identification and expression analysis of LOX gene family in eggplant (Solanum melongena) [J]. Acta Agriculturae Zhejiangensis, 2021, 33(6): 1025-1034.
[11]	LIAO Chaomei, YOU Minfang, TAN Guanghui, LI Jiezhang, ZHANG Yiyu, QIN Yuanyu, LIU Ruoyu. Effect of variation of PRKCB gene intron 14 in Sansui ducks on eggshell quality [J]. , 2020, 32(9): 1574-1580.
[12]	BAI Junyan, LU Junhao, FU Xueyan, WU Xiaohong, YANG Youbing, LEI Ying, PANG Youzhi, LU Xiaoning, GONG Huirong, HU Luxing, LIU Hongtao, FAN Hongdeng, CAO Heng, SHI Kunpeng, CHEN Mengke, MA Yongkang. Analysis of correlation between polymorphism of IGF-1R gene and body size traits in egg quail [J]. , 2020, 32(3): 398-405.
[13]	HUANG Jun, QIAN Cheng, LYU Yaobin. An efficient utilization method of oviposition substrate for Orius strigicollis [J]. , 2020, 32(3): 455-459.
[14]	CHEN Yifan, LI Huanhuan, TANG Honggang, ZHANG Jin, ZHANG Yingping, TONG Haowen, ZHU Dongrong, CHEN Lihong. Preparation and storage stability of docosahexaenoic acid enriched egg yolk powder [J]. Acta Agriculturae Zhejiangensis, 2020, 32(12): 2226-2231.
[15]	JI Xiaofeng, LYU Wentao, WANG Jianmei, LIAO Linhui, XU Jie, QIAN Mingrong. Determination of fipronil and its metabolites in fresh eggs by ultra high performance liquid chromatography-tandem mass spectrometry [J]. , 2020, 32(10): 1849-1854.