猪场繁殖信息监测系统的设计与实现
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摘要
为了将影响母猪繁殖力的影响因素纳入生产数据监控,本研究设计并实现了基于多因素的动态广义线性模型的新型猪场繁殖信息监测系统。该系统利用观察方程、系统方程和更新方程,将胎次及授精次数作为影响猪群繁殖的主要因素纳入监测并实现了影响因子取值的自动更新。同时,利用控制图方法,系统可以对生产过程中的异常繁殖情况做出警报。使用结果表明,系统运行稳定,误报率小于2‰应用本系统不但可以提高猪场管理效率,同时为进一步分析与挖掘猪场繁殖数据中的潜在信息,提高利用效率提供了参考。
引文
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[20]祝胜林,吴同山,张守全.种母猪群养档案管理系统研究与应用[J].广东农业科学.2010,37(5):208-209.Zhu Shenglin,Wu Tongshan,Zhang Shouquan.Research and application of sow breeding records management system[J].Guangdong Agricultural Sciences,2010,37(5):208-209.(in Chinese with English abstract)
[21]West,Harrison,Migon.Dynamic generalized linear models and Bayesian forecasting[J].Journal of the American Statistical Association,1985,80(389):73-83.
[22]Bono,Cornou,Lundbye-Christensen,et al.Dynamic production monitoring in pig herdsⅡ.Modeling and monitoring farrowing rate at herd level[J].Livestock Science,2013,155(1):92-102.
[23]栾培贤,王洪斌,肖建华,等.基于C/S结构商品猪场生产管理系统的构建[J].东北农业大学学报.2011,42(11):103-108.Luan Peixian,Wang Hongbin,Xiao Jianhua,et al.Construction of commercial pig farm production management system based on C/S structure[J].Journal of Northeast Agricultural University,2011,42(11):103-108.(in Chinese with English abstract)
[24]Cornou,φstergaard,Ancker,et al.Dynamic monitoring of reproduction records for dairy cattle[J].Computers and Electronics in Agriculture,2014,109:191-194.
[2]Hughes.Effects of parity,season and boar contact on the reproductive performance of weaned sows[J].Livestock Production Science,1998,54(2):151-157.
[3]Jφrgensen,Ali.The repeatability of pregnancy rate in Danish sow herds[J].Unpublished,Biometric Research Unit,Department of Agricultural Systems,Danish Institute of Agricultural Sciences,1993.
[4]Koketsu,Dial,King.Influence of various factors on farrowing rate on farms using early weaning[J].Journal of animal science,1997,75(10):2580-2587.
[5]Sφllested,Kristensen.A sow replacement model using Bayesian updating in a 3-level hierarchic Markov process[C]//First European Workshop on Sequential Decisions under Uncertainty in Agriculture and Natural Resources.2002:19-20.
[6]Le-Cozler,Dagorn,Lindberg,et al.Effect of age at first farrowing and herd management on long-term productivity of sows[J].Livestock Production Science,1998,53(2):135-142.
[7]Tummaruk,Tantasuparuk,Techakumphu,et al.Influence of repeat-service and weaning-to-first-service interval on farrowing proportion of gilts and sows[J].Preventive veterinary medicine,2010,96(3):194-200.
[8]曹迎春,陈铁桥.繁殖母猪胎次与生产性能及疾病的关系[J].畜牧与兽医,2003,35(3):25-26.Cao Yingchun,Chen tieqiao.Tire time sows and production performance and the relationship of the disease[J].Animal Husbandry&Veterinary Medicine,2003,35(3):25-26.(in Chinese with English abstract)
[9]叶润全.吕敏芝,李慕婵,等.不同胎次母猪繁殖性能及相关回归分析[J].畜牧与兽医,2006,38(5):20-22.Ye Runquan,Lv Minzhi,Li Muchan,et al.Different tire reproductive performance and relevant regression analysis[J].Animal Husbandry&Veterinary Medicine,2006,38(5):20-22.(in Chinese with English abstract)
[10]王昕陟,王松岩,张冬梅,等.胎次对杂交母猪繁殖性能的影响研究[J].中国畜牧杂志,2008,44(13):48-51.Wang Xiji,Wang Songyan,Zhang Dongmei,et al.Tire time on the properties of hybrid reproductive impact study[J].Chinese journal of animal science,2008,44(13):48-51.(in Chinese with English abstract)
[11]李晓霞,曹平华,禹学礼.胎次和配种季节对PIC母猪繁殖性能的影响[J].家畜生态学报,2013,34(6):40-43.Li Xiaoxia,Cao Pinghua,Yu Xueli.Effects of Different Parities and Mating Seasons on the Reprouductive Performance of PIC Sows[J],Acta Ecologae Animalis Domastici,2013,34(6):40-43.(in Chinese with English abstract)
[12]艾景军,许万根,苗泽荣,等.现代化养猪场管理系统的研究与应用[J].计算机农业应用,1995(4):28-32.Ai Jingjun,Xu Wangen,Miao Zherong,et al.The research and application of modern pig farm management system[J].computer application in agriculture,1995(4):28-32.(in Chinese with English abstract)
[13]刘敬顺,蔡更元.工厂化猪场信息的计算机管理[J].广东畜牧兽医科技,1998,23(3):1-3.Liu Jingshun,Cai Genyuan.Factory farm information computer management[J].Technology of Guangdong Animal husbandry and veterinary science in Guangdong,1998,23(3):1-3.(in Chinese with English abstract)
[14]刘丑生.工厂化猪场计算机信息管理系统的应用[J].中国畜牧杂志,1999,35(3):59-60.Liu Chousheng.The application of factory farm computer information management system[J].Chinese journal of animal science,1999,35(3):59-60.(in Chinese with English abstract)
[15]苑存忠,樊新忠,王存芳,等.现代化猪场计算机辅助育种系统的开发与应用研究[J].山东农业大学学报:自然科学版,2004,35(1):6-10.Yuan Cunzhong,Fan Xinzhong,Wang Cunfang,et al.APPLICATION OF COMPUTER ASSISTED BREEDING SYSTEM IN MODERN HOGPENS[J],Journal of Shandong Agricultural University(Natural Science),2004,35(1):6-10.(in Chinese with English abstract)
[16]胡金有,张健,赵庆聪.猪场生产管理系统的设计与实现[J].农机化研究,2007(3):75-77.Hu Jinyou,Zhang Jian,Zhao Qingchong.Optimized Design of the Rock Picker Former Shaft Based on ANSYS[J].Journal of Agricultural Mechanization Research,2007(3):75-77.(in Chinese with English abstract)
[17]陶杰,沈长生,吴凡.一种中小型养猪场日常生产管理信息化系统的设计[J].畜牧与饲料科学,2009(9):120-122.Tao Jie,Shen Changsheng,Wu Fan.A kind of small and medium-sized pig daily production management information system design[J].Animal Husbandry and Feed Science,2009(9):120-122.(in Chinese with English abstract)
[18]叶娜,黄川.荷兰Velos智能化母猪饲养管理系统在国内猪场的应用[J].养猪,2009(2):41-42.Ye Na,Huang Cuan.The Netherlands Velos intelligent sow breeding management system in the domestic application of pig farms[J].Swine Production,2009(2):41-42.(in Chinese with English abstract)
[19]郑红剑,薛飞,杨立新.种猪养殖生产过程信息化管理系统研究与应用[J].安徽农业科学,2009,37(14)6658-6659.Zheng Hongjian,Xue Fei,Yang Lixin,et al.Research on the Informatization Management System of Culture and Production Process of Breeding Pigs and Its Application[J].Journal of Anhui Agricultural Sciences,2009,37(14):6658-6659.(in Chinese with English abstract)
[20]祝胜林,吴同山,张守全.种母猪群养档案管理系统研究与应用[J].广东农业科学.2010,37(5):208-209.Zhu Shenglin,Wu Tongshan,Zhang Shouquan.Research and application of sow breeding records management system[J].Guangdong Agricultural Sciences,2010,37(5):208-209.(in Chinese with English abstract)
[21]West,Harrison,Migon.Dynamic generalized linear models and Bayesian forecasting[J].Journal of the American Statistical Association,1985,80(389):73-83.
[22]Bono,Cornou,Lundbye-Christensen,et al.Dynamic production monitoring in pig herdsⅡ.Modeling and monitoring farrowing rate at herd level[J].Livestock Science,2013,155(1):92-102.
[23]栾培贤,王洪斌,肖建华,等.基于C/S结构商品猪场生产管理系统的构建[J].东北农业大学学报.2011,42(11):103-108.Luan Peixian,Wang Hongbin,Xiao Jianhua,et al.Construction of commercial pig farm production management system based on C/S structure[J].Journal of Northeast Agricultural University,2011,42(11):103-108.(in Chinese with English abstract)
[24]Cornou,φstergaard,Ancker,et al.Dynamic monitoring of reproduction records for dairy cattle[J].Computers and Electronics in Agriculture,2014,109:191-194.