CN115146977A - Enterprise energy efficiency data management method and system based on Internet of things - Google Patents
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Abstract
本申请公开了一种基于物联网的企业能效数据管理方法及系统,所述方法包括:采集智能终端设备、数据采集装置监测到的数据;对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理;解决了依赖人工抄表统计录入能源数据,通过采集智能终端设备、数据采集装置监测到的数据,经处理后得到设备的实际运行数据并发送至监控与管理平台,实现企业对设备能效进行全面监控,实现企业能源信息采集、共享、管理与优化调度的综合集成应用,帮助企业节能减排,降低耗能成本,为企业实现数字化工厂奠定基础,做到真正满足现代企业能源管理的发展需求。
The present application discloses an enterprise energy efficiency data management method and system based on the Internet of Things. The method includes: collecting data monitored by intelligent terminal equipment and data collection devices; , obtain the actual operation data of the equipment; send the actual operation data of the equipment to the monitoring and management platform, and the user can monitor and manage the data through the monitoring and management platform; solve the problem of relying on manual meter reading to count and input energy data, and collect intelligent terminal The data monitored by the equipment and data acquisition devices are processed to obtain the actual operation data of the equipment and sent to the monitoring and management platform, so that the enterprise can comprehensively monitor the energy efficiency of the equipment and realize the integration of enterprise energy information collection, sharing, management and optimal scheduling. Integrated applications help enterprises save energy and reduce emissions, reduce energy consumption costs, lay the foundation for enterprises to realize digital factories, and truly meet the development needs of modern enterprise energy management.
Description
技术领域technical field
本发明属于企业能效管理的技术领域,具体涉及一种基于物联网的企业能效数据管理方法及系统。The invention belongs to the technical field of enterprise energy efficiency management, and in particular relates to a method and system for enterprise energy efficiency data management based on the Internet of Things.
背景技术Background technique
当前,对于企业,尤其是高能耗企业,节能降耗目标的实现是企业社会责任和发展的需要。这是由于工业是我国能源消费的大户,重点耗能行业中的高能耗企业又是工业能源消费的大户。而对于中小型企业数量大,覆盖的行业广,并且由于规模相对较小,所以技术水平和能耗水平参差不齐,也需要节能降耗,提高能源的利用效率,以提高企业自身的竞争力。At present, for enterprises, especially those with high energy consumption, the realization of energy saving and consumption reduction goals is the need of corporate social responsibility and development. This is because the industry is a major consumer of energy in my country, and high-energy-consuming enterprises in key energy-consuming industries are also major consumers of industrial energy. For small and medium-sized enterprises with a large number, covering a wide range of industries, and due to their relatively small scale, the technical level and energy consumption level are uneven, and it is also necessary to save energy and reduce consumption, improve energy utilization efficiency, and improve their own competitiveness. .
现有技术中,企业的电、水、气的能源数据和生产状态等数据,多采用人工管理,效率低,存在滞后性,能效提升阻力大,依赖于人工抄表统计录入或生产过程计算机监控系统,缺乏综合管理和能源性能评估等功能。In the prior art, the energy data and production status of electricity, water, gas and other data of enterprises are mostly managed manually, which has low efficiency, hysteresis, and great resistance to energy efficiency improvement. It relies on manual meter reading for statistical input or computer monitoring of the production process. system, lacking functions such as comprehensive management and energy performance evaluation.
发明内容SUMMARY OF THE INVENTION
本发明克服现有技术存在的不足,所要解决的技术问题为:提供一种基于物联网的企业能效数据管理方法及系统,能够实现企业能源信息采集、共享、管理与优化调度的综合集成应用。The invention overcomes the shortcomings of the prior art, and the technical problem to be solved is: to provide an enterprise energy efficiency data management method and system based on the Internet of Things, which can realize the comprehensive integrated application of enterprise energy information collection, sharing, management and optimal scheduling.
为了解决上述技术问题,本申请采用的技术方案为:一种基于物联网的企业能效数据管理方法,包括:采集智能终端设备、数据采集装置监测到的数据;对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理。In order to solve the above technical problems, the technical solution adopted in this application is: an enterprise energy efficiency data management method based on the Internet of Things, which includes: collecting data monitored by intelligent terminal equipment and data collection devices; and performing statistics and analysis on the collected data. After comparing and storing, the actual operation data of the equipment is obtained; the actual operation data of the equipment is sent to the monitoring and management platform, and the user monitors and manages the data through the monitoring and management platform.
进一步地,所述一种基于物联网的企业能效数据管理方法,包括:通过机器学习算法训练设备在不同环境下的能效数据,得到设备能效指标模型,并存储至设备能效数据库;设置不同设备在不同环境下的运行能效阈值;判断设备的实际运行数据是否超过预设阈值:当设备的实际运行数据超过预设阈值时,向监控与管理平台发送告警提示。Further, the method for managing energy efficiency data of an enterprise based on the Internet of Things includes: training energy efficiency data of equipment in different environments through a machine learning algorithm, obtaining an equipment energy efficiency index model, and storing it in an equipment energy efficiency database; Operating energy efficiency thresholds in different environments; judging whether the actual operating data of the equipment exceeds the preset threshold: when the actual operating data of the equipment exceeds the preset threshold, an alarm prompt is sent to the monitoring and management platform.
进一步地,所述一种基于物联网的企业能效数据管理方法,包括:根据设备的额定信息,对企业设备的能量转换率进行计算和评估;所述额定信息包括额定功率、额定转速、额定效率中的一种或多种;根据设备的能量转换率评估结果,并结合企业的历史能效数据和同类企业的能效数据,形成企业的整体能效评估结果;将形成企业的整体能效评估结果发送至监控与管理平台。Further, the method for managing energy efficiency data of an enterprise based on the Internet of Things includes: calculating and evaluating the energy conversion rate of the enterprise equipment according to the rated information of the equipment; the rated information includes rated power, rated speed, rated efficiency One or more of the above; according to the energy conversion rate evaluation results of the equipment, combined with the historical energy efficiency data of the enterprise and the energy efficiency data of similar enterprises, the overall energy efficiency evaluation results of the enterprise are formed; the overall energy efficiency evaluation results of the formed enterprises are sent to the monitoring system and management platform.
进一步地,所述一种基于物联网的企业能效数据管理方法,包括:根据企业的能效评估结果,自动诊断异常或故障原因并生成修复或改进措施建议,输出能效分析报告,并将这些分析结果数据和报告类数据,传输至监控与管理平台进行归档存储,成为历史能效数据。Further, the method for managing energy efficiency data of an enterprise based on the Internet of Things includes: automatically diagnosing abnormal or fault causes and generating suggestions for repair or improvement measures according to the energy efficiency evaluation results of the enterprise, outputting an energy efficiency analysis report, and reporting the analysis results. Data and report data are transmitted to the monitoring and management platform for archival storage and become historical energy efficiency data.
进一步地,所述智能终端设备包括智能电表、智能水表、智能流量计和智能传感器,所述智能电表、智能水表、智能流量计和智能传感器均具有数据远传接口,可将采集到的能源数据进行远传;用于测量工业企业的电、水、气的能耗数据和生产状态数据。Further, the smart terminal equipment includes smart electricity meters, smart water meters, smart flow meters and smart sensors, and the smart electricity meters, smart water meters, smart flow meters and smart sensors all have data remote transmission interfaces, which can transmit the collected energy data. Carry out remote transmission; it is used to measure the energy consumption data and production status data of electricity, water and gas in industrial enterprises.
相应地,一种基于物联网的企业能效数据管理系统,包括:数据采集单元:用于采集智能终端设备监测到的数据;数据处理单元:对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;信息交互单元:用于将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理。Correspondingly, an enterprise energy efficiency data management system based on the Internet of Things includes: a data acquisition unit: used to collect data monitored by an intelligent terminal device; a data processing unit: after statistics, analysis, comparison, and storage of the collected data , to obtain the actual operation data of the equipment; information exchange unit: used to send the actual operation data of the equipment to the monitoring and management platform, and the user can monitor and manage the data through the monitoring and management platform.
进一步地,所述一种基于物联网的企业能效数据管理系统,包括:设备能效数据库建立单元:用于通过机器学习算法训练设备在不同环境下的能效数据,得到设备能效指标模型,并存储至设备能效数据库;阈值设置单元:用于设置不同设备在不同环境下的运行能效阈值;判断单元:用于判断设备的实际运行数据是否超过预设阈值:告警单元:当设备的实际运行数据超过预设阈值时,向监控与管理平台发送告警提示。Further, the enterprise energy efficiency data management system based on the Internet of Things includes: a device energy efficiency database establishment unit: used to train the energy efficiency data of the device in different environments through the machine learning algorithm, obtain the device energy efficiency index model, and store it in Equipment energy efficiency database; threshold setting unit: used to set the operating energy efficiency thresholds of different equipment in different environments; judgment unit: used to judge whether the actual operation data of the equipment exceeds the preset threshold: alarm unit: when the actual operation data of the equipment exceeds the preset threshold When the threshold is set, an alarm prompt is sent to the monitoring and management platform.
进一步地,所述一种基于物联网的企业能效数据管理系统,包括:设备能效评估单元:用于根据设备的额定信息,对企业设备的能量转换率进行计算和评估;所述额定信息包括额定功率、额定转速、额定效率中的一种或多种;综合能效评估单元:用于根据设备的能量转换率评估结果,并结合企业的历史能效数据和同类企业的能效数据,形成企业的整体能效评估结果;通信单元:用于将成企业的整体能效评估结果发送至监控与管理平台。Further, the enterprise energy efficiency data management system based on the Internet of Things includes: an equipment energy efficiency evaluation unit: used to calculate and evaluate the energy conversion rate of the enterprise equipment according to the rated information of the equipment; the rated information includes the rated information. One or more of power, rated speed, and rated efficiency; comprehensive energy efficiency evaluation unit: used to evaluate the results of the energy conversion rate of the equipment, combined with the historical energy efficiency data of the enterprise and the energy efficiency data of similar enterprises, to form the overall energy efficiency of the enterprise Evaluation results; communication unit: used to send the overall energy efficiency evaluation results of the enterprise to the monitoring and management platform.
进一步地,所述一种基于物联网的企业能效数据管理系统,包括:能效结果分析单元:根据企业的能效评估结果,自动诊断异常或故障原因并生成修复或改进措施建议,输出能效分析报告,并将这些分析结果数据和报告类数据,传输至监控与管理平台进行归档存储,成为历史能效数据。Further, the enterprise energy efficiency data management system based on the Internet of Things includes: an energy efficiency result analysis unit: according to the energy efficiency evaluation result of the enterprise, automatically diagnosing abnormal or fault causes, generating repair or improvement measures suggestions, and outputting an energy efficiency analysis report, These analysis result data and report data are transmitted to the monitoring and management platform for archival storage and become historical energy efficiency data.
进一步地,所述智能终端设备包括智能电表、智能水表、智能流量计和智能传感器,所述智能电表、智能水表、智能流量计和智能传感器均具有数据远传接口,可将采集到的能源数据进行远传;用于测量工业企业的电、水、气的能耗数据和生产状态数据。Further, the smart terminal equipment includes smart electricity meters, smart water meters, smart flow meters and smart sensors, and the smart electricity meters, smart water meters, smart flow meters and smart sensors all have data remote transmission interfaces, which can transmit the collected energy data. Carry out remote transmission; it is used to measure the energy consumption data and production status data of electricity, water and gas in industrial enterprises.
本申请与现有技术相比具有以下有益效果:Compared with the prior art, the present application has the following beneficial effects:
本申请一种基于物联网的企业能效数据管理方法及系统,所述方法包括:采集智能终端设备、数据采集装置监测到的数据;对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理;本实施例解决了依赖人工抄表统计录入能源数据,本实施例通过采集智能终端设备、数据采集装置监测到的数据,经处理后得到设备的实际运行数据并发送至监控与管理平台,实现企业对设备能效进行全面监控,实现企业能源信息采集、共享、管理与优化调度的综合集成应用,帮助企业节能减排,降低耗能成本,为企业实现数字化工厂奠定基础,做到真正满足现代企业能源管理的发展需求。The present application provides a method and system for enterprise energy efficiency data management based on the Internet of Things. The method includes: collecting data monitored by intelligent terminal equipment and data collection devices; The actual operation data of the equipment is output; the actual operation data of the equipment is sent to the monitoring and management platform, and the user monitors and manages the data through the monitoring and management platform; this embodiment solves the problem of relying on manual meter reading to count and input energy data. By collecting the data monitored by the intelligent terminal equipment and data collection device, the actual operation data of the equipment is obtained after processing and sent to the monitoring and management platform, so as to realize the comprehensive monitoring of the energy efficiency of the equipment by the enterprise, and realize the collection, sharing, management and management of energy information of the enterprise. The comprehensive integrated application of optimized scheduling helps enterprises to save energy and reduce emissions, reduce energy consumption costs, lay the foundation for enterprises to realize digital factories, and truly meet the development needs of modern enterprise energy management.
附图说明Description of drawings
下面结合附图对本申请做进一步详细的说明;The application will be described in further detail below in conjunction with the accompanying drawings;
图1是本申请实施例一提供的一种基于物联网的企业能效数据管理方法的流程示意图;FIG. 1 is a schematic flowchart of an Internet of Things-based enterprise energy efficiency data management method provided in Embodiment 1 of the present application;
图2是本申请实施例二提供的一种基于物联网的企业能效数据管理方法的流程示意图;FIG. 2 is a schematic flowchart of an IoT-based enterprise energy efficiency data management method provided in Embodiment 2 of the present application;
图3是本申请实施例一提供的一种基于物联网的企业能效数据管理系统的结构示意图;3 is a schematic structural diagram of an enterprise energy efficiency data management system based on the Internet of Things provided in Embodiment 1 of the present application;
图4是本申请实施例二提供的一种基于物联网的企业能效数据管理系统的结构示意图。FIG. 4 is a schematic structural diagram of an enterprise energy efficiency data management system based on the Internet of Things according to Embodiment 2 of the present application.
具体实施方式Detailed ways
为使本申请实施例的目的、技术方案和优点更加清楚,下面将结合本申请实施例中的附图,对本申请实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本申请的一部分实施例,而不是全部的实施例;基于本申请中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本申请保护的范围。In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be described clearly and completely below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of the present application, not all of the embodiments; based on the embodiments of the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the scope of the protection of the present application. .
需要说明的是,本申请的说明书和权利要求书及上述附图中的术语“第一”、 “第二”等是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便这里描述的本申请的实施例能够以除了在这里图示或描述的那些以外的顺序实施。此外,术语“包括”和“具有”以及他们的任何变形,意图在于覆盖不排他的包含,例如,包含了一系列步骤或单元的过程、方法、系统、产品或设备不必限于清楚地列出的那些步骤或单元,而是可包括没有清楚地列出的或对于这些过程、方法、产品或设备固有的其它步骤或单元。It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that data so used may be interchanged under appropriate circumstances so that the embodiments of the application described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having" and any variations thereof, are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those expressly listed Rather, those steps or units may include other steps or units not expressly listed or inherent to these processes, methods, products or devices.
应该理解的是,当元件(诸如层、膜、区域、或衬底)描述为在另一元件“上”时,该元件可直接在该另一元件上,或者也可存在中间元件。而且,在说明书以及权利要求书中,当描述有元件“连接”至另一元件时,该元件可“直接连接”至该另一元件,或者通过第三元件“连接”至该另一元件。It will be understood that when an element such as a layer, film, region, or substrate is referred to as being "on" another element, it can be directly on the other element or intervening elements may also be present. Also, in the specification and claims, when an element is described as being "connected" to another element, the element can be "directly connected" to the other element or "connected" to the other element through a third element.
下面结合优选的实施步骤对本申请进行说明,图1是本申请实施例一提供的一种基于物联网的企业能效数据管理方法的流程示意图,如图1所示,该方法包括如下步骤:The present application will be described below with reference to the preferred implementation steps. FIG. 1 is a schematic flowchart of an IoT-based enterprise energy efficiency data management method provided in Embodiment 1 of the present application. As shown in FIG. 1 , the method includes the following steps:
步骤S101,采集智能终端设备、数据采集装置监测到的数据;Step S101, collecting data monitored by an intelligent terminal device and a data collection device;
步骤S102,对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;Step S102, after statistics, analysis, comparison and storage of the collected data, the actual operation data of the equipment is obtained;
步骤S103,将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理。In step S103, the actual operation data of the device is sent to the monitoring and management platform, and the user monitors and manages the data through the monitoring and management platform.
综上,本实施例提供的一种基于物联网的企业能效数据管理方法,采集智能终端设备、数据采集装置监测到的数据;对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理;本实施例解决了依赖人工抄表统计录入能源数据,本实施例通过采集智能终端设备、数据采集装置监测到的数据,经处理后得到设备的实际运行数据并发送至监控与管理平台,实现企业对设备能效进行全面监控,实现企业能源信息采集、共享、管理与优化调度的综合集成应用,帮助企业节能减排,降低耗能成本,为企业实现数字化工厂奠定基础,做到真正满足现代企业能源管理的发展需求。To sum up, this embodiment provides an IoT-based enterprise energy efficiency data management method, which collects data monitored by intelligent terminal equipment and data collection devices; The actual operation data of the equipment; the actual operation data of the equipment is sent to the monitoring and management platform, and the user monitors and manages the data through the monitoring and management platform; this embodiment solves the problem of relying on manual meter reading to count and input energy data. Collect the data monitored by intelligent terminal equipment and data collection device, and after processing, get the actual operation data of the equipment and send it to the monitoring and management platform, so that the enterprise can comprehensively monitor the energy efficiency of the equipment, and realize the collection, sharing, management and optimization of enterprise energy information. The integrated application of dispatching helps enterprises to save energy and reduce emissions, reduce energy consumption costs, lay the foundation for enterprises to realize digital factories, and truly meet the development needs of modern enterprise energy management.
图2是本申请实施例二提供的一种基于物联网的企业能效数据管理方法的流程示意图,如图2所示,所述方法还包括:步骤S201,通过机器学习算法训练设备在不同环境下的能效数据,得到设备能效指标模型,并存储至设备能效数据库;步骤S202,设置不同设备在不同环境下的运行能效阈值;步骤S203,判断设备的实际运行数据是否超过预设阈值:步骤S204,当设备的实际运行数据超过预设阈值时,向监控与管理平台发送告警提示。FIG. 2 is a schematic flowchart of an IoT-based enterprise energy efficiency data management method provided in Embodiment 2 of the present application. As shown in FIG. 2 , the method further includes: step S201 , using a machine learning algorithm to train a device in different environments obtain the energy efficiency index model of the equipment, and store it in the equipment energy efficiency database; step S202, set the operating energy efficiency thresholds of different equipment in different environments; step S203, determine whether the actual operating data of the equipment exceeds the preset threshold: step S204, When the actual operation data of the device exceeds the preset threshold, an alarm prompt is sent to the monitoring and management platform.
具体地,通过机器学习算法训练设备在不同环境下的能效数据,从而构建设备能效指标模型,根据训练得到的设备在不同环境下的能效数据,设置设备在不同环境下的运行能效阈值,判断设备的实际运行数据是否超过预设阈值,当设备的实际运行数据超过预设阈值时,向监控与管理平台发送告警提示;提醒工作人员及时调整设备运行参数,协助企业进行节能降耗。Specifically, the machine learning algorithm is used to train the energy efficiency data of the equipment in different environments, so as to build the equipment energy efficiency index model, and according to the energy efficiency data of the equipment in different environments obtained by training, set the operating energy efficiency thresholds of the equipment in different environments, and judge the equipment. Whether the actual operating data of the equipment exceeds the preset threshold, when the actual operating data of the equipment exceeds the preset threshold, an alarm prompt will be sent to the monitoring and management platform; the staff will be reminded to adjust the equipment operating parameters in time to assist the enterprise in saving energy and reducing consumption.
进一步地,所述一种基于物联网的企业能效数据管理方法,包括:根据设备的额定信息,对企业设备的能量转换率进行计算和评估;所述额定信息包括额定功率、额定转速、额定效率中的一种或多种;根据设备的能量转换率评估结果,并结合企业的历史能效数据和同类企业的能效数据,形成企业的整体能效评估结果;将形成企业的整体能效评估结果发送至监控与管理平台;本实施例根据设备的额定信息,对企业设备的能量转换率进行计算和评估,得到设备的能量转换率评估结果,为了更好地了解企业整体的能效状况,与企业的历史评价及同类型企业的评价结果进行对比,了解企业目前的整体能效水平及趋势,形成企业的综合能效评估结果,本实施例便于工作人员随时随地的掌握每个耗能设备的用能情况和每个耗能设备的节能潜力等信息。Further, the method for managing energy efficiency data of an enterprise based on the Internet of Things includes: calculating and evaluating the energy conversion rate of the enterprise equipment according to the rated information of the equipment; the rated information includes rated power, rated speed, rated efficiency One or more of the above; according to the energy conversion rate evaluation results of the equipment, combined with the historical energy efficiency data of the enterprise and the energy efficiency data of similar enterprises, the overall energy efficiency evaluation results of the enterprise are formed; the overall energy efficiency evaluation results of the formed enterprises are sent to the monitoring system and management platform; this embodiment calculates and evaluates the energy conversion rate of the enterprise equipment according to the rated information of the equipment, and obtains the energy conversion rate evaluation result of the equipment. Compare with the evaluation results of enterprises of the same type, understand the current overall energy efficiency level and trend of the enterprise, and form the comprehensive energy efficiency evaluation result of the enterprise. This embodiment is convenient for staff to grasp the energy consumption of each energy-consuming equipment and each Information such as the energy saving potential of energy-consuming equipment.
进一步地,所述一种基于物联网的企业能效数据管理方法,包括:根据企业的能效评估结果,自动诊断异常或故障原因并生成修复或改进措施建议,输出能效分析报告,并将这些分析结果数据和报告类数据,传输至监控与管理平台进行归档存储,成为历史能效数据;具体地,通过对企业的能效评估结果进行分析,使得企业能够实时掌握用能设备的运行状态和能耗情况,根据分析诊断信息及时进行能源、设备、生产工艺的优化调整,不断提升用能效率。Further, the method for managing energy efficiency data of an enterprise based on the Internet of Things includes: automatically diagnosing abnormal or fault causes and generating suggestions for repair or improvement measures according to the energy efficiency evaluation results of the enterprise, outputting an energy efficiency analysis report, and reporting the analysis results. Data and report data are transmitted to the monitoring and management platform for archival storage and become historical energy efficiency data; According to the analysis and diagnosis information, the optimization and adjustment of energy, equipment and production process are carried out in a timely manner, and the energy consumption efficiency is continuously improved.
进一步地,所述一种基于物联网的企业能效数据管理方法,所述智能终端设备包括智能电表、智能水表、智能流量计和智能传感器,所述智能电表、智能水表、智能流量计和智能传感器均具有数据远传接口,可将采集到的能源数据进行远传;用于测量工业企业的电、水、气的能耗数据和生产状态数据;具体地,企业现场的智能电表、智能水表、智能流量计和智能传感器等智能终端设备与数据采集装置连接,获取现场的电、水、气等多种能源类型的能源数据,如电力指标、流量、温度、压力等数据;数据采集装置通过网络连接方式将数据上传至监控与管理平台的服务器;把握企业的实时用能情况,让能源数据说话,协助企业进行节能降耗。Further, in the method for managing energy efficiency data of an enterprise based on the Internet of Things, the intelligent terminal device includes a smart electricity meter, a smart water meter, a smart flow meter and a smart sensor, the smart electricity meter, the smart water meter, the smart flow meter and the smart sensor All have data remote transmission interface, which can transmit the collected energy data remotely; it is used to measure the energy consumption data and production status data of electricity, water and gas of industrial enterprises; Intelligent terminal equipment such as smart flow meters and smart sensors are connected to the data acquisition device to obtain energy data of various energy types such as electricity, water, and gas on-site, such as power index, flow rate, temperature, pressure and other data; the data acquisition device passes through the network. The connection method uploads the data to the server of the monitoring and management platform; grasps the real-time energy consumption of the enterprise, lets the energy data speak, and assists the enterprise to save energy and reduce consumption.
图3是本申请实施例一提供的一种基于物联网的企业能效数据管理系统的结构示意图,如图3所示,该系统包括:FIG. 3 is a schematic structural diagram of an IoT-based enterprise energy efficiency data management system provided in Embodiment 1 of the present application. As shown in FIG. 3 , the system includes:
数据采集单元10:用于采集智能终端设备监测到的数据;Data collection unit 10: used to collect data monitored by the intelligent terminal device;
数据处理单元20:对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;Data processing unit 20: after statistics, analysis, comparison and storage of the collected data, the actual operation data of the equipment is obtained;
信息交互单元30:用于将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理。Information interaction unit 30: used to send the actual operation data of the device to the monitoring and management platform, and the user can monitor and manage the data through the monitoring and management platform.
本实施例提供的一种基于物联网的企业能效数据管理系统,通过数据采集单元10采集智能终端设备、数据采集装置监测到的数据;数据处理单元20对采集到的数据进行统计、分析、对比、存储后,得出设备的实际运行数据;信息交互单元30将设备的实际运行数据发送至监控与管理平台,用户通过监控与管理平台对数据进行监控与管理;本实施例解决了依赖人工抄表统计录入能源数据,本申请通过采集智能终端设备、数据采集装置监测到的数据,经处理后得到设备的实际运行数据并发送至监控与管理平台,实现企业对设备能效进行全面监控,实现企业能源信息采集、共享、管理与优化调度的综合集成应用,帮助企业节能减排,降低耗能成本,为企业实现数字化工厂奠定基础,做到真正满足现代企业能源管理的发展需求。An enterprise energy efficiency data management system based on the Internet of Things provided by this embodiment collects the data monitored by the intelligent terminal equipment and the data collection device through the data collection unit 10; the data processing unit 20 performs statistics, analysis and comparison on the collected data After storage, the actual operation data of the equipment is obtained; the information exchange unit 30 sends the actual operation data of the equipment to the monitoring and management platform, and the user monitors and manages the data through the monitoring and management platform; this embodiment solves the problem of relying on manual copying. The energy data is entered into the table statistics. This application collects the data monitored by the intelligent terminal equipment and the data acquisition device, and after processing, the actual operation data of the equipment is obtained and sent to the monitoring and management platform, so as to realize the comprehensive monitoring of the energy efficiency of the equipment by the enterprise. The comprehensive integrated application of energy information collection, sharing, management and optimal scheduling helps enterprises save energy and reduce emissions, reduce energy consumption costs, lay the foundation for enterprises to realize digital factories, and truly meet the development needs of modern enterprise energy management.
图4是本申请实施例二提供的一种基于物联网的企业能效数据管理系统的结构示意图,如图4所示,该系统还包括:设备能效数据库建立单元40:用于通过机器学习算法训练设备在不同环境下的能效数据,得到设备能效指标模型,并存储至设备能效数据库;阈值设置单元50:用于设置不同设备在不同环境下的运行能效阈值;判断单元60:用于判断设备的实际运行数据是否超过预设阈值:告警单元70:当设备的实际运行数据超过预设阈值时,向监控与管理平台发送告警提示;具体地,通过机器学习算法训练设备在不同环境下的能效数据,从而构建设备能效指标模型,根据训练得到的设备在不同环境下的能效数据,通过阈值设置单元50设置设备在不同环境下的运行能效阈值,判断单元60判断设备的实际运行数据是否超过预设阈值,当设备的实际运行数据超过预设阈值时,通过告警单元70向监控与管理平台发送告警提示,提醒工作人员及时调整设备运行参数,协助企业进行节能降耗。FIG. 4 is a schematic structural diagram of an enterprise energy efficiency data management system based on the Internet of Things provided in Embodiment 2 of the present application. As shown in FIG. 4 , the system further includes: a device energy efficiency database establishment unit 40 : used for training through machine learning algorithms The energy efficiency data of the equipment in different environments, obtain the equipment energy efficiency index model, and store it in the equipment energy efficiency database; the threshold setting unit 50: used to set the operating energy efficiency thresholds of different equipment in different environments; the judgment unit 60: used to judge the equipment's energy efficiency Whether the actual operation data exceeds the preset threshold: alarm unit 70: when the actual operation data of the equipment exceeds the preset threshold, send an alarm prompt to the monitoring and management platform; specifically, train the equipment's energy efficiency data in different environments through machine learning algorithms , so as to build an equipment energy efficiency index model, according to the energy efficiency data of the equipment in different environments obtained through training, the threshold setting unit 50 is used to set the operating energy efficiency thresholds of the equipment in different environments, and the judgment unit 60 judges whether the actual operation data of the equipment exceeds the preset value Threshold, when the actual operation data of the equipment exceeds the preset threshold, an alarm prompt is sent to the monitoring and management platform through the alarm unit 70 to remind the staff to adjust the equipment operation parameters in time to assist the enterprise in saving energy and reducing consumption.
可选地,在本申请实施例提供的一种基于物联网的企业能效数据管理系统,包括:设备能效评估单元:用于根据设备的额定信息,对企业设备的能量转换率进行计算和评估;所述额定信息包括额定功率、额定转速、额定效率中的一种或多种;综合能效评估单元:用于根据设备的能量转换率评估结果,并结合企业的历史能效数据和同类企业的能效数据,形成企业的整体能效评估结果;通信单元:用于将成企业的整体能效评估结果发送至监控与管理平台;本实施例中设备能效评估单元根据设备的额定信息,对企业设备的能量转换率进行计算和评估,得到设备的能量转换率评估结果,为了更好地了解企业整体的能效状况,综合能效评估单元根据设备的能量转换率评估结果与企业的历史评价及同类型企业的评价结果进行对比,了解企业目前的整体能效水平及趋势,形成企业的综合能效评估结果,本实施例便于工作人员随时随地的掌握每个耗能设备的用能情况和每个耗能设备的节能潜力等信息。Optionally, an enterprise energy efficiency data management system based on the Internet of Things provided in the embodiment of the present application includes: an equipment energy efficiency evaluation unit: used to calculate and evaluate the energy conversion rate of the enterprise equipment according to the rated information of the equipment; The rated information includes one or more of rated power, rated speed, and rated efficiency; comprehensive energy efficiency evaluation unit: used to evaluate the results according to the energy conversion rate of the equipment, combined with the historical energy efficiency data of the enterprise and the energy efficiency data of similar enterprises , to form the overall energy efficiency evaluation result of the enterprise; communication unit: used to send the overall energy efficiency evaluation result of the enterprise to the monitoring and management platform; in this embodiment, the equipment energy efficiency evaluation unit according to the rated information of the equipment, the energy conversion rate of the enterprise equipment is carried out. Calculate and evaluate to obtain the energy conversion rate evaluation result of the equipment. In order to better understand the overall energy efficiency of the enterprise, the comprehensive energy efficiency evaluation unit compares the energy conversion rate evaluation result of the equipment with the historical evaluation of the enterprise and the evaluation results of the same type of enterprises , understand the current overall energy efficiency level and trend of the enterprise, and form the comprehensive energy efficiency evaluation result of the enterprise. This embodiment facilitates the staff to grasp the energy consumption of each energy-consuming device and the energy-saving potential of each energy-consuming device anytime, anywhere.
可选地,在本申请实施例提供的一种基于物联网的企业能效数据管理系统,包括:能效结果分析单元:根据企业的能效评估结果,自动诊断异常或故障原因并生成修复或改进措施建议,输出能效分析报告,并将这些分析结果数据和报告类数据,传输至监控与管理平台进行归档存储,成为历史能效数据;具体地,通过能效结果分析单元对企业的能效评估结果进行分析,使得企业能够实时掌握用能设备的运行状态和能耗情况,根据分析诊断信息及时进行能源、设备、生产工艺的优化调整,不断提升用能效率。Optionally, an enterprise energy efficiency data management system based on the Internet of Things provided in the embodiment of the present application includes: an energy efficiency result analysis unit: according to the energy efficiency evaluation result of the enterprise, automatically diagnose abnormal or fault causes and generate repair or improvement measures suggestions , output the energy efficiency analysis report, and transmit the analysis result data and report data to the monitoring and management platform for archiving and storage, and become historical energy efficiency data; Enterprises can grasp the operating status and energy consumption of energy-consuming equipment in real time, and optimize and adjust energy, equipment, and production processes in a timely manner based on the analysis and diagnosis information, and continuously improve energy efficiency.
可选地,所述智能终端设备包括智能电表、智能水表、智能流量计和智能传感器,所述智能电表、智能水表、智能流量计和智能传感器均具有数据远传接口,可将采集到的能源数据进行远传;用于测量工业企业的电、水、气的能耗数据和生产状态数据;具体地,企业现场的智能电表、智能水表、智能流量计和智能传感器等智能终端设备与数据采集装置连接,获取现场的电、水、气等多种能源类型的能源数据,如电力指标、流量、温度、压力等数据;数据采集装置通过网络连接方式将数据上传至监控与管理平台的服务器;把握企业的实时用能情况,让能源数据说话,协助企业进行节能降耗。Optionally, the smart terminal device includes a smart electricity meter, a smart water meter, a smart flow meter, and a smart sensor, and the smart electricity meter, smart water meter, smart flow meter, and smart sensor all have a data remote transmission interface, which can transfer the collected energy. Remote transmission of data; used to measure the energy consumption data and production status data of electricity, water and gas in industrial enterprises; specifically, intelligent terminal equipment such as smart electricity meters, smart water meters, smart flow meters and smart sensors on the enterprise site and data collection The device is connected to obtain on-site energy data of various energy types such as electricity, water, and gas, such as power indicators, flow, temperature, pressure and other data; the data acquisition device uploads the data to the server of the monitoring and management platform through network connection; Grasp the real-time energy consumption of enterprises, let energy data speak, and assist enterprises to save energy and reduce consumption.
需要说明的是,对于前述的各方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本申请并不受所描述的动作顺序的限制,因为依据本申请,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作和模块并不一定是本申请所必须的。It should be noted that, for the sake of simple description, the foregoing method embodiments are all expressed as a series of action combinations, but those skilled in the art should know that the present application is not limited by the described action sequence. Because in accordance with the present application, certain steps may be performed in other orders or concurrently. Secondly, those skilled in the art should also know that the embodiments described in the specification are all preferred embodiments, and the actions and modules involved are not necessarily required by the present application.
在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述的部分,可以参见其他实施例的相关描述。In the above-mentioned embodiments, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, reference may be made to the relevant descriptions of other embodiments.
在本申请所提供的几个实施例中,应该理解到,所揭露的装置,可通过其它的方式实现。例如,以上所描述的装置实施例仅仅是示意性的,例如所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性或其它的形式。In the several embodiments provided in this application, it should be understood that the disclosed apparatus may be implemented in other manners. For example, the apparatus embodiments described above are only illustrative, for example, the division of the units is only a logical function division, and there may be other division methods in actual implementation, for example, multiple units or components may be combined or Integration into another system, or some features can be ignored, or not implemented. On the other hand, the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of devices or units, and may be in electrical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.
另外,在本申请各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit. The above-mentioned integrated units may be implemented in the form of hardware, or may be implemented in the form of software functional units.
所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本申请的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可为个人计算机、移动终端、服务器或者网络设备等)执行本申请各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。The integrated unit, if implemented in the form of a software functional unit and sold or used as an independent product, may be stored in a computer-readable storage medium. Based on this understanding, the technical solutions of the present application can be embodied in the form of software products in essence, or the parts that contribute to the prior art, or all or part of the technical solutions, and the computer software products are stored in a storage medium , including several instructions to make a computer device (which may be a personal computer, a mobile terminal, a server, or a network device, etc.) execute all or part of the steps of the methods described in the various embodiments of the present application. The aforementioned storage medium includes: U disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or optical disk and other media that can store program codes .
最后应说明的是:以上各实施例仅用以说明本申请的技术方案,而非对其限制;尽管参照前述各实施例对本申请进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本申请各实施例技术方案的范围。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present application, but not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that: The technical solutions described in the foregoing embodiments can still be modified, or some or all of the technical features thereof can be equivalently replaced; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the technical solutions of the embodiments of the present application. scope.
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