基于云计算的分散式畜禽粪污处理信息集成方法  

Information Integrated Method of Distributed Livestock and Poultry Manure Treatment Based on Cloud Computing

作　　者：夏婷婷 李鑫阳 XIA Tingting;LI Xinyang(School of Energy and Environmental Engineering,Jilin University of Architecture and Technology,Changchun Jilin 130114,China)

机构地区：[1]吉林建筑科技学院能源与环境工程学院,吉林长春130114

出　　处：《信息与电脑》2023年第15期120-122,共3页Information & Computer

基　　金：吉林建筑科技学院校级科研中青年扶持项目“农村非规模化养殖畜禽粪污环境影响分析及资源化利用方案探究”(项目编号:校科字【2022】017ZQKJ)。

摘　　要：在对畜禽粪污处理信息进行集成时,由于缺乏对畜禽粪污处理设备配置状态的分析,导致集成结果的可靠性较低。为此,提出基于云计算的分散式畜禽粪污处理信息集成方法研究。数据分析和处理阶段,基于云计算结合其覆盖的养殖规模,分析畜禽粪污处理设备配置信息状态。信息集成阶段,根据实际的存栏量对畜禽粪污处理信息波动的影响以及畜禽粪污处理设备配置可处理的上限,分析任意养殖场(畜禽粪污处理信息数据源)的畜禽粪污处理信息。最后,采用求和的方式集成多源畜禽粪污处理信息。在测试结果中,设计集成方法下的标准化互信息(Normalized Mutual Information,NMI)值始终稳定在0.9以上,最大值达到了0.94,最小值达到了0.91,具有较高的可靠性。In the integration of livestock and poultry manure treatment information,the integration results are low due to the lack of analysis of the configuration status of the equipment of livestock and poultry manure treatment.Therefore,the integration method of decentralized livestock and poultry manure treatment information based on cloud computing is proposed.First fully consider the cloud computing in data analysis and processing stage showed the advantage,combined with its coverage of breeding scale,using the way of cloud computing analysis of the livestock and poultry waste treatment equipment configuration information status,and then in the information integration stage,according to the actual influence of quantity of livestock and poultry waste processing information fluctuation and livestock and poultry waste treatment equipment configuration can handle limit,for any farm(livestock and poultry waste processing information data source)of livestock and poultry waste processing information analysis,finally use sum of livestock and poultry waste processing information integration processing.In the test results,the Normalized Mutual Information(NMI)value under the design integration method was always stable above 0.9,the maximum value reached 0.94,and the minimum value also reached 0.91,which had high reliability.

关 键 词：云计算 分散式畜禽粪污处理信息 信息集成 养殖规模 设备配置信息状态 实际存栏量 可处理上限 

分 类 号：G35[文化科学—情报学] TP391[自动化与计算机技术—计算机应用技术]