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CN116930652A - Public building energy consumption monitoring system and energy saving effect monitoring method - Google Patents

Public building energy consumption monitoring system and energy saving effect monitoring method Download PDF

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CN116930652A
CN116930652A CN202310893183.3A CN202310893183A CN116930652A CN 116930652 A CN116930652 A CN 116930652A CN 202310893183 A CN202310893183 A CN 202310893183A CN 116930652 A CN116930652 A CN 116930652A
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data
energy consumption
energy
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architecture
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常荣
高宇豆
李园
杨传旭
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Yuxi Power Supply Bureau of Yunnan Power Grid Co Ltd
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Yuxi Power Supply Bureau of Yunnan Power Grid Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D11/00Component parts of measuring arrangements not specially adapted for a specific variable
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R1/00Details of instruments or arrangements of the types included in groups G01R5/00 - G01R13/00 and G01R31/00
    • G01R1/02General constructional details
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R1/00Details of instruments or arrangements of the types included in groups G01R5/00 - G01R13/00 and G01R31/00
    • G01R1/02General constructional details
    • G01R1/04Housings; Supporting members; Arrangements of terminals
    • G01R1/0408Test fixtures or contact fields; Connectors or connecting adaptors; Test clips; Test sockets
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/0092Arrangements for measuring currents or voltages or for indicating presence or sign thereof measuring current only
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/28Testing of electronic circuits, e.g. by signal tracer
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/28Testing of electronic circuits, e.g. by signal tracer
    • G01R31/2801Testing of printed circuits, backplanes, motherboards, hybrid circuits or carriers for multichip packages [MCP]
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/28Testing of electronic circuits, e.g. by signal tracer
    • G01R31/2801Testing of printed circuits, backplanes, motherboards, hybrid circuits or carriers for multichip packages [MCP]
    • G01R31/2806Apparatus therefor, e.g. test stations, drivers, analysers, conveyors
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/40Testing power supplies
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/50Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
    • G01R31/52Testing for short-circuits, leakage current or ground faults

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

本发明涉及能源监测及节能环保技术领域,具体地说,涉及一种公共建筑能耗监测系统及节能效果监测方法。包括搭建系统架构、获取用户清单、数据计算、数据对比、数据分析、节能对策等步骤。本发明设计依托物联网、大数据分析等技术,结合能耗指标要求,切实精确地确保动态化的数据信息传输与分析,实现对公共建筑能耗动态化实时监测;将应用了能耗监控系统的公共建筑的能耗信息与未应用能耗监控系统的公共建筑的能耗进行对比,便于及时发现公共建筑所存在的能耗问题,同时针对性地进行节能监测和节能改造,能够更好地保证公共建筑能耗监控系统的工作效率,节能监测精准,同时也能更好地监测公共能耗监控系统的节能效果,促进公共建筑节能减排。

The invention relates to the technical fields of energy monitoring and energy saving and environmental protection, and specifically to a public building energy consumption monitoring system and an energy saving effect monitoring method. It includes steps such as building system architecture, obtaining user list, data calculation, data comparison, data analysis, and energy-saving countermeasures. The design of this invention relies on the Internet of Things, big data analysis and other technologies, combined with energy consumption indicator requirements, to effectively and accurately ensure dynamic data information transmission and analysis, and realize dynamic real-time monitoring of public building energy consumption; an energy consumption monitoring system will be applied Compare the energy consumption information of public buildings with the energy consumption of public buildings without energy consumption monitoring systems to facilitate timely discovery of energy consumption problems in public buildings. At the same time, targeted energy-saving monitoring and energy-saving transformation can be carried out to better It ensures the working efficiency of the public building energy consumption monitoring system and accurate energy saving monitoring. It can also better monitor the energy saving effect of the public energy consumption monitoring system and promote energy saving and emission reduction in public buildings.

Description

一种公共建筑能耗监测系统及节能效果监测方法A public building energy consumption monitoring system and energy-saving effect monitoring method

技术领域Technical field

本发明涉及能源监测及节能环保技术领域,具体地说,涉及一种公共建筑能耗监测系统及节能效果监测方法。The invention relates to the technical fields of energy monitoring and energy saving and environmental protection, and specifically to a public building energy consumption monitoring system and an energy saving effect monitoring method.

背景技术Background technique

随着我国经济快速发展,建筑能耗占能源资源消耗比重不断增大。据相关统计,我国的建筑在建造和使用过程中直接消耗的能源已经占全社会总能耗的30%左右,公共建筑能耗增长显著,同时显示很大的节能潜力。With the rapid development of my country's economy, building energy consumption accounts for an increasing proportion of energy resource consumption. According to relevant statistics, the energy directly consumed by my country's buildings during the construction and use process has accounted for about 30% of the total energy consumption of the whole society. The energy consumption of public buildings has increased significantly and shows great energy-saving potential.

近年来,公共建筑能耗监测系统取得快速发展,但实际应用中依然存在一些困难需要解决。一是多数能耗监测系统采用CS系统架构,该架构相对落后,需安装客户端,灵活性差,用户适用面窄,系统升级维护成本高。二是系统平台仅能简单展示能耗数据,缺少对建筑面积、设备运行时间、气象数据等非主要数据的采集分析,缺乏对数据的整体管理和统计分析。这些问题都会影响评价建筑用能现状和能耗发展趋势的准确性,导致建筑用能数据统计不精准。In recent years, public building energy consumption monitoring systems have achieved rapid development, but there are still some difficulties that need to be solved in practical applications. First, most energy consumption monitoring systems adopt CS system architecture, which is relatively backward and requires client installation. It has poor flexibility, narrow user applicability, and high system upgrade and maintenance costs. Second, the system platform can only simply display energy consumption data, and lacks the collection and analysis of non-main data such as building area, equipment operating time, and meteorological data, and lacks overall management and statistical analysis of data. These problems will affect the accuracy of evaluating the current status of building energy consumption and energy consumption development trends, leading to inaccurate building energy consumption data statistics.

开展公共建筑能耗监测系统及节能效果监测,可帮助建筑用能管理部门及时掌握建筑能耗运行水平,挖掘节能潜力,提升建筑用能管理水平,我们提出了一种公共建筑能耗监测系统及节能效果监测方法。Developing a public building energy consumption monitoring system and energy-saving effect monitoring can help the building energy management department timely grasp the building energy consumption operation level, tap energy-saving potential, and improve the building energy management level. We propose a public building energy consumption monitoring system and Energy saving effect monitoring method.

发明内容Contents of the invention

本发明的目的在于提供一种公共建筑能耗监测系统及节能效果监测方法,以解决上述背景技术中提出的问题。The purpose of the present invention is to provide a public building energy consumption monitoring system and an energy-saving effect monitoring method to solve the problems raised in the above background technology.

为实现上述技术问题的解决,本发明的目的之一在于,提供了一种公共建筑能耗节能效果监测方法,包括如下步骤:In order to solve the above technical problems, one of the purposes of the present invention is to provide a method for monitoring the energy consumption and energy saving effect of public buildings, which includes the following steps:

S1、搭建系统架构:包括自下而上的应用架构、数据架构和技术架构三层;S1. Build system architecture: including bottom-up application architecture, data architecture and technical architecture;

S2、获取用户清单:通过数据中台抽取区域公共建筑用能监控清单、潜在节能公共建筑用户清单、非工作时间用能异常清单;S2. Obtain the user list: Extract the regional public building energy monitoring list, the potential energy-saving public building user list, and the non-working time energy usage abnormal list through the data center;

S3、数据计算:对采集到的能耗信息进行整理和分析,以月为计算单位采用稳态的计算方法,建立公共建筑的热平衡方程,确定公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算公共建筑能耗信息的能耗范围;S3. Data calculation: Organize and analyze the collected energy consumption information, use the steady-state calculation method in monthly calculation units, establish the heat balance equation of public buildings, determine the heating and cooling needs of public buildings, and treat the interior of the building as a unified As a whole, the temperature distribution in each area inside the building is even. The above calculation methods are combined to calculate the energy consumption range of public building energy consumption information;

S4、数据对比:根据查询统计使用公共建筑能耗监控系统和未使用公共建筑能耗监控系统的能耗信息,对比两者之间的能耗差值,计算能耗差值与总能耗的比率;S4. Data comparison: Based on the query statistics of the energy consumption information of the public building energy consumption monitoring system and the unused public building energy consumption monitoring system, compare the energy consumption difference between the two, and calculate the difference between the energy consumption difference and the total energy consumption. ratio;

S5、数据分析:将能耗值较大的公共建筑或者建筑内部具体区域定义为不达标,进行节能调查和改造策略的制定;对不达标的建筑或建筑内部具体区域进行针对性节能改造;S5. Data analysis: Define public buildings or specific areas within buildings with large energy consumption values as substandard, conduct energy-saving investigations and formulate renovation strategies; carry out targeted energy-saving renovations for buildings or specific areas within buildings that do not meet standards;

S6、节能对策:基于前面数据分析结果,根据公共建筑的能耗情况与能耗标准之间的差距,进行节能措施的制定。S6. Energy-saving countermeasures: Based on the previous data analysis results and the gap between the energy consumption of public buildings and energy consumption standards, energy-saving measures are formulated.

作为本技术方案的进一步改进,所述S2中,建立公共建筑的热平衡方程包括:As a further improvement of this technical solution, in S2, establishing the heat balance equation of public buildings includes:

QH/C=QT+QV-η×(QS+QI)QH/C=QT+QV-η×(QS+QI)

式中:QH/C为供暖/冷需求,kW·h/(m2·a);QT为围护结构传热/冷损失,包括所有围护结构、热巧传热损失的累计值,kW·h/(m2·a);QV为通风热损失,kW·h/(m2·a);QS为太阳能辐射得热,采暖季取正值,制冷季取负值,kW·h/(m2·a);QI为内部得热,kW·h/(m2·a);η为自由得热利用系数;In the formula: QH/C is the heating/cooling demand, kW·h/(m 2 ·a); QT is the heat transfer/cold loss of the envelope structure, including the cumulative value of heat transfer losses of all envelope structures and thermal blocks, kW ·h/(m 2 ·a); QV is ventilation heat loss, kW·h/(m 2 ·a); QS is solar radiation heat gain, taking a positive value in the heating season and a negative value in the cooling season, kW·h/ (m 2 ·a); QI is the internal heat gain, kW·h/(m 2 ·a); eta is the free heat gain utilization coefficient;

基于上述公式,确定公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算统计公共建筑能耗信息的能耗范围;Based on the above formula, determine the heating and cooling needs of public buildings, treat the interior of the building as a unified whole, and have uniform temperature distribution in each area of the building, and combine the above calculation methods to calculate the energy consumption range for statistical public building energy consumption information;

各项得热失热计算公式如下:The calculation formula for each heat gain and loss is as follows:

QT=A×U×ft×GtQT=A×U×ft×Gt

QV=W×ninf×Cpp×GtQV=W×ninf×Cpp×Gt

QS=r×g×AW×GQS=r×g×AW×G

QI=theat×qi×AIFAQI=theat×qi×AIFA

式中:A为围护结构面积,m2;U为围护结构U值,W/(m2·K);ft为温度折减系数;Gt为供暖度时数,h;W为通风体积,m3;ninf为渗透换气次数;Cpp为空气热容;r为折减系数;g为玻璃的太阳能得热系数;AW为窗户面积,m2;G为年辐射量,kW·h;theat为供暖天数,d;qi为单位平方米内部得热量,kW·h;AIFA为TFA面积,m2In the formula: A is the area of the envelope structure, m 2 ; U is the U value of the envelope structure, W/(m 2 ·K); ft is the temperature reduction coefficient; Gt is the heating degree hours, h; W is the ventilation volume , m 3 ; ninf is the number of infiltration ventilation times; Cpp is the air heat capacity; r is the reduction coefficient; g is the solar heat gain coefficient of the glass; AW is the window area, m 2 ; G is the annual radiation amount, kW·h; theat is the number of heating days, d; qi is the internal heat gain per square meter, kW·h; AIFA is the TFA area, m 2 .

作为本技术方案的进一步改进,所述S6中,具体节能对策包括如下:As a further improvement of this technical solution, the specific energy-saving countermeasures in S6 include the following:

(1)实时预警:公共建筑能耗监控系统能够实时监视漏电电流、消防设备以及重要负荷电源状态、供配电设备的运行状态,并根据事件等级发出告警,提醒运行和维护人员处理,确保人身和财产安全;(1) Real-time early warning: The public building energy consumption monitoring system can monitor leakage current, fire protection equipment and important load power supply status, and the operating status of power supply and distribution equipment in real time, and issue alarms based on the event level to remind operation and maintenance personnel to deal with it and ensure personal safety. and property security;

(2)运行监视:公共建筑能耗监控系统实时监视变电所各回路出线的电流、电压、功率、电能,剩余电流、电缆及母线运行温度,消防设备和重要设备的电源状态、各配电回路;(2) Operation monitoring: The public building energy consumption monitoring system monitors the current, voltage, power, electric energy, residual current, cable and bus operating temperature of each circuit of the substation in real time, the power status of fire protection equipment and important equipment, and each power distribution loop;

(3)能耗分析:公共建筑能耗监控系统支持分类分项能耗数据统计和分析功能,可以采集用电、用水、燃气等能源消耗情况;可实现支路能耗、区域能耗、部门能耗的数据追踪,便于数据统计分析,最终形成能耗监测报告;(3) Energy consumption analysis: The public building energy consumption monitoring system supports classified and itemized energy consumption data statistics and analysis functions, which can collect electricity, water, gas and other energy consumption situations; it can realize branch energy consumption, regional energy consumption, departmental energy consumption, etc. Energy consumption data tracking facilitates data statistical analysis and ultimately forms an energy consumption monitoring report;

(4)电能质量分析:公共建筑能耗监控系统可实现对重要回路或者对电能质量敏感的回路进行质量监测功能;(4) Power quality analysis: The public building energy consumption monitoring system can realize the quality monitoring function of important circuits or circuits sensitive to power quality;

(5)历史事件查看和统计:通过公共建筑能耗监控系统,可自由查询自系统正常运行以来任意时间段内各配电节点的用电情况,对站所进线用电量与各分支回路消耗电量的统计分析报表;保证用电可视透明,并在用电误差偏大时可分析追溯,维护计量体系的正确性。(5) Historical event viewing and statistics: Through the public building energy consumption monitoring system, you can freely query the power consumption of each power distribution node in any time period since the normal operation of the system, and analyze the power consumption of the incoming lines of the station and each branch circuit. Statistical analysis report of power consumption; ensures that power consumption is visible and transparent, and can be analyzed and traced when the power consumption error is too large to maintain the accuracy of the measurement system.

本发明的目的之二在于,提供了一种公共建筑能耗监测系统,用于实现上述公共建筑能耗节能效果监测方法,采用由应用架构和数据架构再到技术架构逐层驱动的方法进行总体架构设计,包括自下而上的应用架构、数据架构和技术架构三层;其中:The second object of the present invention is to provide a public building energy consumption monitoring system for realizing the above-mentioned public building energy consumption and energy-saving effect monitoring method, using a layer-by-layer driven method from application architecture and data architecture to technical architecture to conduct overall Architecture design, including bottom-up application architecture, data architecture and technical architecture; including:

应用架构是基于业务架构,从系统功能需求的角度去清晰准确定义应用范围、功能及模块等;The application architecture is based on the business architecture and clearly and accurately defines the application scope, functions and modules from the perspective of system functional requirements;

数据架构是基于业务架构,从系统数据需求的角度去准确定义数据分类、数据来源及数据部署等;Data architecture is based on business architecture and accurately defines data classification, data sources, data deployment, etc. from the perspective of system data requirements;

技术架构是基于应用架构和数据架构,根据信息技术发展趋势以及相应的实践经验,从系统具体实现角度提出系统总体的技术实现方案和软硬件物理部署方式。The technical architecture is based on application architecture and data architecture, and based on information technology development trends and corresponding practical experience, it proposes the overall technical implementation plan and physical deployment methods of software and hardware from the perspective of specific system implementation.

作为本技术方案的进一步改进,所述应用架构包括数据及信息管理模块、分析展示模块、信息服务模块和后台管控模块;As a further improvement of this technical solution, the application architecture includes a data and information management module, an analysis display module, an information service module and a background management and control module;

所述数据及信息管理模块用于获取数据及公共建筑的其他信息并进行分类、存储管理;所述数据及信息管理模块上链接有数据采集软件子系统、数据处理子系统、数据上报子系统、数据接收子系统和数据管理子系统;The data and information management module is used to obtain data and other information about public buildings and classify, store and manage it; the data and information management module is linked to a data collection software subsystem, a data processing subsystem, a data reporting subsystem, Data receiving subsystem and data management subsystem;

所述分析展示模块用于对数据及其他信息进行计算分析并进行展示;所述分析展示模块上链接有数据分析展示子系统;The analysis and display module is used to calculate, analyze and display data and other information; the analysis and display module is linked to a data analysis and display subsystem;

所述信息服务模块用于将数据的计算分析结果服务于各项业务流程;The information service module is used to serve various business processes with calculation and analysis results of data;

所述后台管控模块用于对各项信息数据的应用流程进行后台的监控管理。The background management and control module is used to monitor and manage the application process of various information data in the background.

作为本技术方案的进一步改进,所述数据架构包括数据接收模块、数据甄别模块、数据计算模块、数据存储模块和数据交互模块;As a further improvement of this technical solution, the data architecture includes a data receiving module, a data screening module, a data calculation module, a data storage module and a data interaction module;

所述数据接收模块用于从多个数据源获取所需数据;The data receiving module is used to obtain required data from multiple data sources;

所述数据甄别模块用于对获取的数据进行筛选甄别,并剔除无效、错误或缺失的脏数据;The data screening module is used to screen and screen the acquired data and eliminate invalid, erroneous or missing dirty data;

所述数据计算模块用于采用预先设定的算法流程对甄别后的有效数据进行计算、分析;The data calculation module is used to calculate and analyze the screened effective data using a preset algorithm process;

所述数据存储模块用于对获取的有效数据以及计算所得的有用数据进行分类储存;所述数据存储模块即数据库模块;所述数据库模块上链接有分类分项能耗库单元、设计安装库单元、计量表原始数据库单元和其他库数据单元;The data storage module is used to classify and store the acquired effective data and calculated useful data; the data storage module is a database module; the database module is linked to a classified and itemized energy consumption library unit and a design and installation library unit. , the original database unit of the meter and other database data units;

所述数据交互模块用于将各项数据进行交互对比、分析并交互应用于其他关联架构的业务流程。The data interaction module is used to interactively compare, analyze and apply various data to business processes of other related architectures.

作为本技术方案的进一步改进,所述技术架构也称为表现层,是对社会当中不同角色可以结合自身的实际需求,对公共建筑能耗数据信息进行分析,其包括权限登录管理模块;所述权限登录模块上链接有业务人员子系统、研究人员子系统、系统管理员子系统等,用于实现与业务架构的交互应用。As a further improvement of this technical solution, the technical architecture is also called the presentation layer, which allows different roles in society to analyze the energy consumption data information of public buildings based on their actual needs, and includes a permission login management module; The permission login module is linked to the business personnel subsystem, researcher subsystem, system administrator subsystem, etc., which are used to implement interactive applications with the business architecture.

本发明的目的之三在于,提供了一种数据计算平台装置,包括处理器、存储器以及存储在存储器中并在处理器上运行的计算机程序,处理器用于执行计算机程序时实现上述的公共建筑能耗监测系统及节能效果监测方法的步骤。A third object of the present invention is to provide a data computing platform device, which includes a processor, a memory, and a computer program stored in the memory and run on the processor. The processor is used to implement the above-mentioned public building energy efficiency when executing the computer program. Consumption monitoring system and energy saving effect monitoring method steps.

本发明的目的之四在于,提供了一种计算机可读存储介质,所述计算机可读存储介质存储有计算机程序,所述计算机程序被处理器执行时实现上述的公共建筑能耗监测系统及节能效果监测方法的步骤。A fourth object of the present invention is to provide a computer-readable storage medium that stores a computer program. When the computer program is executed by a processor, the above-mentioned public building energy consumption monitoring system and energy saving are implemented. Steps in the effectiveness monitoring method.

与现有技术相比,本发明的有益效果:Compared with the existing technology, the beneficial effects of the present invention are:

1.本发明提出公共建筑能耗监测系统,依托物联网技术、电力参数传感技术、自动化技术、云计算、大数据分析等技术,结合能耗指标要求,切实精确地确保动态化的数据信息传输与分析,实现对公共建筑能耗动态化实时监测;1. The present invention proposes a public building energy consumption monitoring system that relies on Internet of Things technology, power parameter sensing technology, automation technology, cloud computing, big data analysis and other technologies, combined with energy consumption index requirements, to effectively and accurately ensure dynamic data information. Transmission and analysis to achieve dynamic real-time monitoring of public building energy consumption;

2.本发明还提出公共建筑能耗节能效果监测方法,将应用了能耗监控系统的公共建筑的能耗信息与未应用能耗监控系统的公共建筑的能耗进行对比,便于及时发现公共建筑所存在的能耗问题,同时针对性地进行节能监测和节能改造,能够更好地保证公共建筑能耗监控系统的工作效率,节能监测精准,同时也能更好地监测公共能耗监控系统的节能效果,促进公共建筑节能减排。2. The present invention also proposes a method for monitoring the energy consumption and energy-saving effect of public buildings, which compares the energy consumption information of public buildings with an energy consumption monitoring system applied and the energy consumption of public buildings without an energy consumption monitoring system, so as to facilitate timely discovery of public buildings. Existing energy consumption problems, while carrying out targeted energy-saving monitoring and energy-saving transformation, can better ensure the efficiency of the public building energy consumption monitoring system, accurate energy-saving monitoring, and also better monitor the performance of the public energy consumption monitoring system. Energy-saving effect, promote energy conservation and emission reduction in public buildings.

附图说明Description of the drawings

图1为本发明中示例性的公共建筑能耗节能效果监测方法流程图;Figure 1 is a flow chart of an exemplary public building energy consumption and energy-saving effect monitoring method in the present invention;

图2为本发明中示例性的应用架构示意图;Figure 2 is a schematic diagram of an exemplary application architecture in the present invention;

图3为本发明中示例性的数据架构示意图;Figure 3 is a schematic diagram of an exemplary data architecture in the present invention;

图4为本发明中示例性的技术架构示意图;Figure 4 is a schematic diagram of an exemplary technical architecture in the present invention;

图5为本发明中示例性的基于公共建筑能耗信息的建筑能源消耗分析示意图;Figure 5 is a schematic diagram of an exemplary building energy consumption analysis based on public building energy consumption information in the present invention;

图6为本发明中示例性的电子计算机平台装置结构图。Figure 6 is a structural diagram of an exemplary electronic computer platform device in the present invention.

具体实施方式Detailed ways

下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整的描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts fall within the scope of protection of the present invention.

实施例1Example 1

本技术方案的目的提供一种公共建筑能耗监测系统及节能效果监测方法,主要是运用物联网技术、电力参数传感技术、自动化技术、云计算、大数据分析等技术,对公共建筑变配电设备的运行、不同种类能源的消耗、生产组织的运行、能源费用的支出各环节进行动态监控,通过数据分析和数据挖掘,帮助玉溪政府掌握公共建筑能源、成本的消耗情况以及设备的运行状况,量化各级能源利用差距;同时为公共建筑提高能源和设备利用效率、挖掘节能潜力提供基础数据和支持,为节能技术改进提供方向。The purpose of this technical solution is to provide a public building energy consumption monitoring system and energy-saving effect monitoring method. It mainly uses Internet of Things technology, power parameter sensing technology, automation technology, cloud computing, big data analysis and other technologies to change the configuration of public buildings. The operation of electrical equipment, the consumption of different types of energy, the operation of production organizations, and the expenditure of energy costs are dynamically monitored. Through data analysis and data mining, it helps the Yuxi government understand the energy and cost consumption of public buildings and the operating status of equipment. , quantifying the energy utilization gap at all levels; at the same time, it provides basic data and support for improving energy and equipment utilization efficiency in public buildings, tapping energy-saving potential, and providing direction for the improvement of energy-saving technology.

如图1所示,本实施例提供了一种公共建筑能耗节能效果监测方法,包括如下步骤:As shown in Figure 1, this embodiment provides a method for monitoring the energy consumption and energy-saving effect of public buildings, including the following steps:

S1、搭建系统架构:包括自下而上的应用架构、数据架构和技术架构三层;S1. Build system architecture: including bottom-up application architecture, data architecture and technical architecture;

S2、获取用户清单:通过数据中台抽取区域公共建筑用能监控清单、潜在节能公共建筑用户清单、非工作时间用能异常清单;S2. Obtain the user list: Extract the regional public building energy monitoring list, the potential energy-saving public building user list, and the non-working time energy usage abnormal list through the data center;

S3、数据计算:对采集到的能耗信息进行整理和分析,以月为计算单位采用稳态的计算方法,建立公共建筑的热平衡方程,确定公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算公共建筑能耗信息的能耗范围;S3. Data calculation: Organize and analyze the collected energy consumption information, use the steady-state calculation method in monthly calculation units, establish the heat balance equation of public buildings, determine the heating and cooling needs of public buildings, and treat the interior of the building as a unified As a whole, the temperature distribution in each area inside the building is even. The above calculation methods are combined to calculate the energy consumption range of public building energy consumption information;

S4、数据对比:根据查询统计使用公共建筑能耗监控系统和未使用公共建筑能耗监控系统的能耗信息,对比两者之间的能耗差值,计算能耗差值与总能耗的比率;S4. Data comparison: Based on the query statistics of the energy consumption information of the public building energy consumption monitoring system and the unused public building energy consumption monitoring system, compare the energy consumption difference between the two, and calculate the difference between the energy consumption difference and the total energy consumption. ratio;

S5、数据分析:将能耗值较大的公共建筑或者建筑内部具体区域定义为不达标,进行节能调查和改造策略的制定;对不达标的建筑或建筑内部具体区域进行针对性节能改造;S5. Data analysis: Define public buildings or specific areas within buildings with large energy consumption values as substandard, conduct energy-saving investigations and formulate renovation strategies; carry out targeted energy-saving renovations for buildings or specific areas within buildings that do not meet standards;

S6、节能对策:基于前面数据分析结果,根据公共建筑的能耗情况与能耗标准之间的差距,进行节能措施的制定。S6. Energy-saving countermeasures: Based on the previous data analysis results and the gap between the energy consumption of public buildings and energy consumption standards, energy-saving measures are formulated.

具体地,以玉溪市区域公共建筑用能为例,可将上述方法细化为:Specifically, taking the energy consumption of regional public buildings in Yuxi City as an example, the above method can be refined into:

步骤1、构建公共建筑能耗监测系统表现层,不同角色可以结合自身的实际需求,对公共建筑能耗数据信息进行分析;表现层包括有权限登录管理模块;权限登录模块上链接有业务人员子系统、研究人员子系统、系统管理员子系统等;Step 1. Construct the presentation layer of the public building energy consumption monitoring system. Different roles can analyze the energy consumption data information of public buildings based on their actual needs; the presentation layer includes the authorized login management module; the authorized login module has business personnel sub-links System, researcher subsystem, system administrator subsystem, etc.;

步骤2、构建公共建筑能耗监测系统应用层,用于能耗数据信息处理、展示、数据信息监测,在应用层当中,可以将每个功能当成独立的系统模块,在设计应用层模块时,应该保障每个处理模块相对独立,减少各个模块之间的相互干扰,为后续能耗数据信息处理做铺垫;应用层包括有数据及信息管理模块、分析展示模块、信息服务模块和后台管控模块;数据及信息管理模块上链接有数据采集软件子系统、数据处理子系统、数据上报子系统、数据接收子系统和数据管理子系统;分析展示模块上链接有数据分析展示子系统;Step 2. Construct an application layer of the public building energy consumption monitoring system for energy consumption data information processing, display, and data information monitoring. In the application layer, each function can be regarded as an independent system module. When designing the application layer module, It should ensure that each processing module is relatively independent, reduce mutual interference between each module, and pave the way for subsequent energy consumption data information processing; the application layer includes a data and information management module, an analysis display module, an information service module and a background management and control module; The data and information management module is linked to the data collection software subsystem, data processing subsystem, data reporting subsystem, data receiving subsystem and data management subsystem; the analysis and display module is linked to the data analysis and display subsystem;

步骤3、构建公共建筑能耗监测系统数据层;实现第一手能源消耗的数据信息获取、传输,将采集到的能耗数据信息进行分类,数据层包括数据库模块;数据库模块上链接有分类分项能耗库单元、设计安装库单元、计量表原始数据库单元和其他库数据单元;Step 3. Construct the data layer of the public building energy consumption monitoring system; realize the acquisition and transmission of first-hand energy consumption data information, and classify the collected energy consumption data information. The data layer includes a database module; the link on the database module has classification points. Item energy consumption library unit, design and installation library unit, meter original database unit and other library data units;

步骤4、基于上述步骤构建的公共建筑能耗监测系统,采集玉溪市公共建筑的能耗数据信息;Step 4. Based on the public building energy consumption monitoring system constructed above the above steps, collect energy consumption data information of public buildings in Yuxi City;

步骤5、对采集的玉溪公共建筑能耗信息进行整理和分析,以月为计算单位采用稳态的计算方法,建立公共建筑的热平衡方程;Step 5. Organize and analyze the collected energy consumption information of Yuxi public buildings, and use the steady-state calculation method on a monthly basis to establish the heat balance equation of public buildings;

本步骤中,建立公共建筑的热平衡方程包括:In this step, establishing the heat balance equation for public buildings includes:

QH/C=QT+QV-η×(QS+QI)QH/C=QT+QV-η×(QS+QI)

式中:QH/C为供暖/冷需求,kW·h/(m2·a);QT为围护结构传热/冷损失,包括所有围护结构、热巧传热损失的累计值,kW·h/(m2·a);QV为通风热损失,kW·h/(m2·a);QS为太阳能辐射得热,采暖季取正值,制冷季取负值,kW·h/(m2·a);QI为内部得热,kW·h/(m2·a);η为自由得热利用系数;In the formula: QH/C is the heating/cooling demand, kW·h/(m 2 ·a); QT is the heat transfer/cold loss of the envelope structure, including the cumulative value of heat transfer losses of all envelope structures and thermal blocks, kW ·h/(m 2 ·a); QV is ventilation heat loss, kW·h/(m 2 ·a); QS is solar radiation heat gain, taking a positive value in the heating season and a negative value in the cooling season, kW·h/ (m 2 ·a); QI is the internal heat gain, kW·h/(m 2 ·a); eta is the free heat gain utilization coefficient;

基于上述公式,确定玉溪市公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算统计公共建筑能耗信息的能耗范围,如图5所示;Based on the above formula, the cooling and heating needs of public buildings in Yuxi City are determined. The interior of the building is treated as a unified whole. The temperature distribution in each area within the building is even. The above calculation method is combined to calculate the energy consumption range of the statistical public building energy consumption information, as shown in the figure. As shown in 5;

各项得热失热计算公式如下:The calculation formula for each heat gain and loss is as follows:

QT=A×U×ft×GtQT=A×U×ft×Gt

QV=W×ninf×Cpp×GtQV=W×ninf×Cpp×Gt

QS=r×g×AW×GQS=r×g×AW×G

QI=theat×qi×AIFAQI=theat×qi×AIFA

式中:A为围护结构面积,m2;U为围护结构U值,W/(m2·K);ft为温度折减系数;Gt为供暖度时数,h;W为通风体积,m3;ninf为渗透换气次数;Cpp为空气热容;r为折减系数;g为玻璃的太阳能得热系数;AW为窗户面积,m2;G为年辐射量,kW·h;theat为供暖天数,d;qi为单位平方米内部得热量,kW·h;AIFA为TFA面积,m2In the formula: A is the area of the envelope structure, m 2 ; U is the U value of the envelope structure, W/(m 2 ·K); ft is the temperature reduction coefficient; Gt is the heating degree hours, h; W is the ventilation volume , m 3 ; ninf is the number of infiltration ventilation times; Cpp is the air heat capacity; r is the reduction coefficient; g is the solar heat gain coefficient of the glass; AW is the window area, m 2 ; G is the annual radiation amount, kW·h; theat is the number of heating days, d; qi is the internal heat gain per square meter, kW·h; AIFA is the TFA area, m 2 .

步骤6、利用系统查询统计公共建筑能耗监控系统应用前建筑的能耗信息,计算应用前后的能耗差值,计算能耗差值与总能耗的比率;Step 6. Use the system to query and count the energy consumption information of the building before the application of the public building energy consumption monitoring system, calculate the energy consumption difference before and after the application, and calculate the ratio of the energy consumption difference to the total energy consumption;

步骤7、将理论值与实际能耗降低率进行比较,根据差值大小选定公共建筑内部的相应区域进行进一步的检测分析;Step 7. Compare the theoretical value with the actual energy consumption reduction rate, and select the corresponding area inside the public building for further detection and analysis based on the difference;

步骤8、将差值较大的公共建筑或者建筑内部具体区域定义为不达标,进行节能调查和改造策略的制定;Step 8. Define public buildings or specific areas within the building with large differences as substandard, and conduct an energy-saving investigation and formulation of renovation strategies;

步骤9、结合节能改造策略,对不达标的公共建筑或建筑内部具体区域,开展有针对性的节能改造;Step 9. Combined with energy-saving renovation strategies, carry out targeted energy-saving renovations for public buildings or specific areas within buildings that do not meet standards;

本步骤中,对公共建筑节能改造与现有能耗监控系统相适宜,具体节能对策包括如下:In this step, the energy-saving renovation of public buildings is compatible with the existing energy consumption monitoring system. Specific energy-saving countermeasures include the following:

(1)实时预警:公共建筑能耗监控系统能够实时监视漏电电流、消防设备以及重要负荷电源状态、供配电设备的运行状态,并根据事件等级发出告警,提醒运行和维护人员处理,确保人身和财产安全;(1) Real-time early warning: The public building energy consumption monitoring system can monitor leakage current, fire protection equipment and important load power supply status, and the operating status of power supply and distribution equipment in real time, and issue alarms based on the event level to remind operation and maintenance personnel to deal with it and ensure personal safety. and property security;

(2)运行监视:公共建筑能耗监控系统实时监视变电所各回路出线的电流、电压、功率、电能,剩余电流、电缆及母线运行温度,消防设备和重要设备的电源状态、各配电回路;(2) Operation monitoring: The public building energy consumption monitoring system monitors the current, voltage, power, electric energy, residual current, cable and bus operating temperature of each circuit of the substation in real time, the power status of fire protection equipment and important equipment, and each power distribution loop;

(3)能耗分析:公共建筑能耗监控系统支持分类分项能耗数据统计和分析功能,可以采集用电、用水、燃气等能源消耗情况;可实现支路能耗、区域能耗、部门能耗的数据追踪,便于数据统计分析,最终形成能耗监测报告;(3) Energy consumption analysis: The public building energy consumption monitoring system supports classified and itemized energy consumption data statistics and analysis functions, which can collect electricity, water, gas and other energy consumption situations; it can realize branch energy consumption, regional energy consumption, departmental energy consumption, etc. Energy consumption data tracking facilitates data statistical analysis and ultimately forms an energy consumption monitoring report;

(4)电能质量分析:公共建筑能耗监控系统可实现对重要回路或者对电能质量敏感的回路进行质量监测功能;(4) Power quality analysis: The public building energy consumption monitoring system can realize the quality monitoring function of important circuits or circuits sensitive to power quality;

(5)历史事件查看和统计:通过公共建筑能耗监控系统,可自由查询自系统正常运行以来任意时间段内各配电节点的用电情况,对站所进线用电量与各分支回路消耗电量的统计分析报表;保证用电可视透明,并在用电误差偏大时可分析追溯,维护计量体系的正确性。(5) Historical event viewing and statistics: Through the public building energy consumption monitoring system, you can freely query the power consumption of each power distribution node in any time period since the normal operation of the system, and analyze the power consumption of the incoming lines of the station and each branch circuit. Statistical analysis report of power consumption; ensures that power consumption is visible and transparent, and can be analyzed and traced when the power consumption error is too large to maintain the accuracy of the measurement system.

如图2-图4所示,本实施例还提供了一种公共建筑能耗监测系统,用于实现上述公共建筑能耗节能效果监测方法,在总体架构设计过程中,规划设计遵循“业务驱动”的原则;系统包括自下而上的应用架构、数据架构和技术架构三层,各架构域在设计过程中是存在多次迭代的;其中:As shown in Figures 2 to 4, this embodiment also provides a public building energy consumption monitoring system for implementing the above public building energy consumption and energy saving effect monitoring method. In the overall architecture design process, the planning and design follows the "business-driven " principle; the system includes three layers: bottom-up application architecture, data architecture and technical architecture. There are multiple iterations in each architecture domain during the design process; among them:

应用架构是基于业务架构,从系统功能需求的角度去清晰准确定义应用范围、功能及模块等;The application architecture is based on the business architecture and clearly and accurately defines the application scope, functions and modules from the perspective of system functional requirements;

数据架构是基于业务架构,从系统数据需求的角度去准确定义数据分类、数据来源及数据部署等;Data architecture is based on business architecture and accurately defines data classification, data sources, data deployment, etc. from the perspective of system data requirements;

技术架构是基于应用架构和数据架构,根据信息技术发展趋势以及相应的实践经验,从系统具体实现角度提出系统总体的技术实现方案和软硬件物理部署方式。The technical architecture is based on application architecture and data architecture, and based on information technology development trends and corresponding practical experience, it proposes the overall technical implementation plan and physical deployment methods of software and hardware from the perspective of specific system implementation.

其中,通过对应用架构、数据架构和技术架构的规划设计,为从业务到系统的建设提供了有形、科学的方法,为技术方案的编制提供了依据和指导。如图2-图4,本技术方案围绕架构需求,从应用架构、数据架构、技术架构几个方面进行了详细的设计。Among them, through the planning and design of application architecture, data architecture and technical architecture, it provides a tangible and scientific method for the construction from business to system, and provides basis and guidance for the preparation of technical solutions. As shown in Figures 2 to 4, this technical solution is designed in detail around the architectural requirements from the aspects of application architecture, data architecture, and technical architecture.

本实施例中,应用架构包括数据及信息管理模块、分析展示模块、信息服务模块和后台管控模块;In this embodiment, the application architecture includes a data and information management module, an analysis and display module, an information service module and a backend management and control module;

数据及信息管理模块用于获取数据及公共建筑的其他信息并进行分类、存储管理;数据及信息管理模块上链接有数据采集软件子系统、数据处理子系统、数据上报子系统、数据接收子系统和数据管理子系统;The data and information management module is used to obtain data and other information about public buildings, classify, store and manage it; the data and information management module is linked to a data collection software subsystem, a data processing subsystem, a data reporting subsystem, and a data receiving subsystem. and data management subsystem;

分析展示模块用于对数据及其他信息进行计算分析并进行展示;分析展示模块上链接有数据分析展示子系统;The analysis and display module is used to calculate, analyze and display data and other information; the analysis and display module is linked to the data analysis and display subsystem;

信息服务模块用于将数据的计算分析结果服务于各项业务流程;The information service module is used to serve data calculation and analysis results for various business processes;

后台管控模块用于对各项信息数据的应用流程进行后台的监控管理。The background management and control module is used to monitor and manage the application process of various information data in the background.

进一步地,数据架构包括数据接收模块、数据甄别模块、数据计算模块、数据存储模块和数据交互模块;Further, the data architecture includes a data receiving module, a data screening module, a data computing module, a data storage module and a data interaction module;

数据接收模块用于从多个数据源获取所需数据;The data receiving module is used to obtain the required data from multiple data sources;

数据甄别模块用于对获取的数据进行筛选甄别,并剔除无效、错误或缺失的脏数据;The data screening module is used to screen the acquired data and eliminate invalid, incorrect or missing dirty data;

数据计算模块用于采用预先设定的算法流程对甄别后的有效数据进行计算、分析;The data calculation module is used to calculate and analyze the screened effective data using preset algorithm processes;

数据存储模块用于对获取的有效数据以及计算所得的有用数据进行分类储存;数据存储模块即数据库模块;数据库模块上链接有分类分项能耗库单元、设计安装库单元、计量表原始数据库单元和其他库数据单元;The data storage module is used to classify and store the acquired effective data and calculated useful data; the data storage module is the database module; the database module is linked to the classified and itemized energy consumption library unit, the design and installation library unit, and the meter original database unit. and other library data units;

数据交互模块用于将各项数据进行交互对比、分析并交互应用于其他关联架构的业务流程。The data interaction module is used to interactively compare, analyze, and apply various data to other related architecture business processes.

进一步地,技术架构也称为表现层,是对社会当中不同角色可以结合自身的实际需求,对公共建筑能耗数据信息进行分析,其包括权限登录管理模块;权限登录模块上链接有业务人员子系统、研究人员子系统、系统管理员子系统等,用于实现与业务架构的交互应用。Furthermore, the technical architecture is also called the presentation layer, which allows different roles in society to analyze the energy consumption data of public buildings based on their actual needs. It includes a permission login management module; the permission login module is linked to the business personnel sub-assembly. System, researcher subsystem, system administrator subsystem, etc., are used to implement interactive applications with the business architecture.

本方案应用了公共建筑能耗监控系统的能耗信息与未应用系统前的能耗进行对比,能够及时发现建筑能耗过高等问题,制定具有针对性的节能监测和节能改造措施,可以更好地保证公共建筑能耗监控系统的工作效率及精准监测,同时也能更好地监测公共建筑能耗监控系统的节能效果。This plan uses the energy consumption information of the public building energy consumption monitoring system to compare with the energy consumption before the system is applied. It can timely detect problems such as excessive building energy consumption, and formulate targeted energy-saving monitoring and energy-saving renovation measures, which can better It can effectively ensure the working efficiency and accurate monitoring of the public building energy consumption monitoring system, and at the same time, it can also better monitor the energy-saving effect of the public building energy consumption monitoring system.

如图6所示,本实施例还提供了一种数据计算平台装置,该装置包括处理器、存储器以及存储在存储器中并在处理器上运行的计算机程序。As shown in Figure 6, this embodiment also provides a data computing platform device, which includes a processor, a memory, and a computer program stored in the memory and run on the processor.

处理器包括一个或一个以上处理核心,处理器通过总线与存储器相连,存储器用于存储程序指令,处理器执行存储器中的程序指令时实现上述的公共建筑能耗监测系统及节能效果监测方法的步骤。The processor includes one or more processing cores. The processor is connected to the memory through a bus. The memory is used to store program instructions. When the processor executes the program instructions in the memory, the steps of the above-mentioned public building energy consumption monitoring system and energy-saving effect monitoring method are implemented. .

可选的,存储器可以由任何类型的易失性或非易失性存储设备或者它们的组合实现,如静态随时存取存储器(SRAM),电可擦除可编程只读存储器(EEPROM),可擦除可编程只读存储器(EPROM),可编程只读存储器(PROM),只读存储器(ROM),磁存储器,快闪存储器,磁盘或光盘。Optionally, the memory can be implemented by any type of volatile or non-volatile storage device or their combination, such as static anytime access memory (SRAM), electrically erasable programmable read-only memory (EEPROM), Erase programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic disk or optical disk.

此外,本发明还提供一种计算机可读存储介质,计算机可读存储介质存储有计算机程序,计算机程序被处理器执行时实现上述的公共建筑能耗监测系统及节能效果监测方法的步骤。In addition, the present invention also provides a computer-readable storage medium. The computer-readable storage medium stores a computer program. When the computer program is executed by a processor, the steps of the above-mentioned public building energy consumption monitoring system and energy-saving effect monitoring method are implemented.

可选的,本发明还提供了一种包含指令的计算机程序产品,当其在计算机上运行时,使得计算机执行上述各方面公共建筑能耗监测系统及节能效果监测方法的步骤。Optionally, the present invention also provides a computer program product containing instructions that, when run on a computer, causes the computer to execute the steps of the above-mentioned public building energy consumption monitoring system and energy-saving effect monitoring method.

本领域普通技术人员可以理解,实现上述实施例的全部或部分步骤的过程可以通过硬件来完成,也可以通过程序来指令相关的硬件完成,程序可以存储于计算机可读存储介质中,上述提到的存储介质可以是只读存储器,磁盘或光盘等。Those of ordinary skill in the art can understand that the process of implementing all or part of the steps of the above embodiments can be completed by hardware, or can be completed by instructing the relevant hardware through a program. The program can be stored in a computer-readable storage medium. As mentioned above, The storage medium can be read-only memory, magnetic disk or optical disk, etc.

以上显示和描述了本发明的基本原理、主要特征和本发明的优点。本行业的技术人员应该了解,本发明不受上述实施例的限制,上述实施例和说明书中描述的仅为本发明的优选例,并不用来限制本发明,在不脱离本发明精神和范围的前提下,本发明还会有各种变化和改进,这些变化和改进都落入要求保护的本发明范围内。本发明要求保护范围由所附的权利要求书及其等效物界定。The basic principles, main features and advantages of the present invention have been shown and described above. Those skilled in the industry should understand that the present invention is not limited by the above embodiments. The above embodiments and descriptions are only preferred examples of the present invention and are not used to limit the present invention. Under the premise, there will be various changes and improvements in the present invention, and these changes and improvements all fall within the scope of the claimed invention. The scope of protection of the present invention is defined by the appended claims and their equivalents.

Claims (7)

1.一种公共建筑能耗节能效果监测方法,其特征在于,包括如下步骤:1. A method for monitoring the energy consumption and energy-saving effect of public buildings, which is characterized by including the following steps: S1、搭建系统架构:包括自下而上的应用架构、数据架构和技术架构三层;S1. Build system architecture: including bottom-up application architecture, data architecture and technical architecture; S2、获取用户清单:通过数据中台抽取区域公共建筑用能监控清单、潜在节能公共建筑用户清单、非工作时间用能异常清单;S2. Obtain the user list: Extract the regional public building energy monitoring list, the potential energy-saving public building user list, and the non-working time energy usage abnormal list through the data center; S3、数据计算:对采集到的能耗信息进行整理和分析,以月为计算单位采用稳态的计算方法,建立公共建筑的热平衡方程,确定公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算公共建筑能耗信息的能耗范围;S3. Data calculation: Organize and analyze the collected energy consumption information, use the steady-state calculation method in monthly calculation units, establish the heat balance equation of public buildings, determine the heating and cooling needs of public buildings, and treat the interior of the building as a unified As a whole, the temperature distribution in each area inside the building is even. The above calculation methods are combined to calculate the energy consumption range of public building energy consumption information; S4、数据对比:根据查询统计使用公共建筑能耗监控系统和未使用公共建筑能耗监控系统的能耗信息,对比两者之间的能耗差值,计算能耗差值与总能耗的比率;S4. Data comparison: Based on the query statistics of the energy consumption information of the public building energy consumption monitoring system and the unused public building energy consumption monitoring system, compare the energy consumption difference between the two, and calculate the difference between the energy consumption difference and the total energy consumption. ratio; S5、数据分析:将能耗值较大的公共建筑或者建筑内部具体区域定义为不达标,进行节能调查和改造策略的制定;对不达标的建筑或建筑内部具体区域进行针对性节能改造;S5. Data analysis: Define public buildings or specific areas within buildings with large energy consumption values as substandard, conduct energy-saving investigations and formulate renovation strategies; carry out targeted energy-saving renovations for buildings or specific areas within buildings that do not meet standards; S6、节能对策:基于前面数据分析结果,根据公共建筑的能耗情况与能耗标准之间的差距,进行节能措施的制定。S6. Energy-saving countermeasures: Based on the previous data analysis results and the gap between the energy consumption of public buildings and energy consumption standards, energy-saving measures are formulated. 2.根据权利要求1所述的公共建筑能耗节能效果监测方法,其特征在于:所述S2中,建立公共建筑的热平衡方程包括:2. The method for monitoring energy consumption and energy-saving effect of public buildings according to claim 1, characterized in that: in S2, establishing the heat balance equation of public buildings includes: QH/C=Qt+QV-η×(QS+QI)QH/C=Qt+QV-η×(QS+QI) 式中:QH/C为供暖/冷需求,kW·h/(m2·a);QT为围护结构传热/冷损失,包括所有围护结构、热巧传热损失的累计值,kW;QV为通风热损失,kW·h/(m2·a);QS为太阳能辐射得热,采暖季取正值,制冷季取负值,kW·h/(m2·a);QI为内部得热,kW·h/(m2·a);η为自由得热利用系数;In the formula: QH/C is the heating/cooling demand, kW·h/(m 2 ·a); QT is the heat transfer/cold loss of the envelope structure, including the cumulative value of heat transfer losses of all envelope structures and thermal blocks, kW 2 ; QV is ventilation heat loss, kW·h/(m 2 ·a); QS is solar radiation heat gain, taking positive values in the heating season and negative values in the cooling season, kW·h/(m 2 ·a); QI is the internal heat gain, kW·h/(m 2 ·a); eta is the free heat gain utilization coefficient; 基于上述公式,确定公共建筑的冷热需求,将建筑内部作为一个统一的整体,建筑内部各区域温度分布均匀,综合上述计算方法来计算统计公共建筑能耗信息的能耗范围;Based on the above formula, determine the heating and cooling needs of public buildings, treat the interior of the building as a unified whole, and have uniform temperature distribution in each area of the building, and combine the above calculation methods to calculate the energy consumption range for statistical public building energy consumption information; 各项得热失热计算公式如下:The calculation formula for each heat gain and loss is as follows: QT=A×U×ft×GtQT=A×U×ft×Gt QV=W×ninf×Cpp×GtQV=W×ninf×Cpp×Gt QS=r×g×AW×GQS=r×g×AW×G QI=theat×qi×AIFAQI=theat×qi×AIFA 式中:A为围护结构面积,m2;U为围护结构U值,W/(m2·K);ft为温度折减系数;Gt为供暖度时数,h;w为通风体积,m3;ninf为渗透换气次数;Cpp为空气热容;r为折减系数;h为玻璃的太阳能得热系数;AW为窗户面积,m2;G为年辐射量,kW·h;theat为供暖天数,d;qi为单位平方米内部得热量,kW·h;AIFA为TFA面积,m2In the formula: A is the area of the envelope structure, m 2 ; U is the U value of the envelope structure, W/(m 2 ·K); ft is the temperature reduction coefficient; Gt is the heating hours, h; w is the ventilation volume , m 3 ; ninf is the number of infiltration ventilation times; Cpp is the air heat capacity; r is the reduction coefficient; h is the solar heat gain coefficient of the glass; AW is the window area, m 2 ; G is the annual radiation amount, kW·h; theat is the number of heating days, d; qi is the internal heat gain per square meter, kW·h; AIFA is the TFA area, m 2 . 3.根据权利要求1所述的公共建筑能耗节能效果监测方法,其特征在于:所述S6中,具体节能对策包括如下:3. The method for monitoring energy consumption and energy-saving effects of public buildings according to claim 1, characterized in that: in said S6, specific energy-saving countermeasures include the following: (1)实时预警:公共建筑能耗监控系统能够实时监视漏电电流、消防设备以及重要负荷电源状态、供配电设备的运行状态,并根据事件等级发出告警,提醒运行和维护人员处理,确保人身和财产安全;(1) Real-time early warning: The public building energy consumption monitoring system can monitor leakage current, fire protection equipment and important load power supply status, and the operating status of power supply and distribution equipment in real time, and issue alarms based on the event level to remind operation and maintenance personnel to deal with it and ensure personal safety. and property security; (2)运行监视:公共建筑能耗监控系统实时监视变电所各回路出线的电流、电压、功率、电能,剩余电流、电缆及母线运行温度,消防设备和重要设备的电源状态、各配电回路;(2) Operation monitoring: The public building energy consumption monitoring system monitors the current, voltage, power, electric energy, residual current, cable and bus operating temperature of each circuit of the substation in real time, the power status of fire protection equipment and important equipment, and each power distribution loop; (3)能耗分析:公共建筑能耗监控系统支持分类分项能耗数据统计和分析功能,可以采集用电、用水、燃气等能源消耗情况;可实现支路能耗、区域能耗、部门能耗的数据追踪,便于数据统计分析,最终形成能耗监测报告;(3) Energy consumption analysis: The public building energy consumption monitoring system supports classified and itemized energy consumption data statistics and analysis functions, which can collect electricity, water, gas and other energy consumption situations; it can realize branch energy consumption, regional energy consumption, departmental energy consumption, etc. Energy consumption data tracking facilitates data statistical analysis and ultimately forms an energy consumption monitoring report; (4)电能质量分析:公共建筑能耗监控系统可实现对重要回路或者对电能质量敏感的回路进行质量监测功能;(4) Power quality analysis: The public building energy consumption monitoring system can realize the quality monitoring function of important circuits or circuits sensitive to power quality; (5)历史事件查看和统计:通过公共建筑能耗监控系统,可自由查询自系统正常运行以来任意时间段内各配电节点的用电情况,对站所进线用电量与各分支回路消耗电量的统计分析报表;保证用电可视透明,并在用电误差偏大时可分析追溯,维护计量体系的正确性。(5) Historical event viewing and statistics: Through the public building energy consumption monitoring system, you can freely query the power consumption of each power distribution node in any time period since the normal operation of the system, and analyze the power consumption of the incoming lines of the station and each branch circuit. Statistical analysis report of power consumption; ensures that power consumption is visible and transparent, and can be analyzed and traced when the power consumption error is too large to maintain the accuracy of the measurement system. 4.一种公共建筑能耗监测系统,用于实现权利要求1-3任一所述公共建筑能耗节能效果监测方法,其特征在于:采用由应用架构和数据架构再到技术架构逐层驱动的方法进行总体架构设计,包括自下而上的应用架构、数据架构和技术架构三层;其中:4. A public building energy consumption monitoring system, used to implement the public building energy consumption and energy-saving effect monitoring method described in any one of claims 1-3, characterized in that: it is driven layer by layer from application architecture and data architecture to technical architecture. The overall architecture design is carried out using the method, including bottom-up application architecture, data architecture and technical architecture; among which: 应用架构是基于业务架构,从系统功能需求的角度去清晰准确定义应用范围、功能及模块;The application architecture is based on the business architecture and clearly and accurately defines the application scope, functions and modules from the perspective of system functional requirements; 数据架构是基于业务架构,从系统数据需求的角度去准确定义数据分类、数据来源及数据部署;Data architecture is based on business architecture and accurately defines data classification, data sources and data deployment from the perspective of system data requirements; 技术架构是基于应用架构和数据架构,根据信息技术发展趋势以及相应的实践经验,从系统具体实现角度提出系统总体的技术实现方案和软硬件物理部署方式。The technical architecture is based on application architecture and data architecture, and based on information technology development trends and corresponding practical experience, it proposes the overall technical implementation plan and physical deployment methods of software and hardware from the perspective of specific system implementation. 5.根据权利要求4所述的公共建筑能耗监测系统,其特征在于:所述应用架构包括数据及信息管理模块、分析展示模块、信息服务模块和后台管控模块;5. The public building energy consumption monitoring system according to claim 4, characterized in that: the application architecture includes a data and information management module, an analysis display module, an information service module and a background management and control module; 所述数据及信息管理模块用于获取数据及公共建筑的其他信息并进行分类、存储管理;所述数据及信息管理模块上链接有数据采集软件子系统、数据处理子系统、数据上报子系统、数据接收子系统和数据管理子系统;The data and information management module is used to obtain data and other information about public buildings and classify, store and manage it; the data and information management module is linked to a data collection software subsystem, a data processing subsystem, a data reporting subsystem, Data receiving subsystem and data management subsystem; 所述分析展示模块用于对数据及其他信息进行计算分析并进行展示;所述分析展示模块上链接有数据分析展示子系统;The analysis and display module is used to calculate, analyze and display data and other information; the analysis and display module is linked to a data analysis and display subsystem; 所述信息服务模块用于将数据的计算分析结果服务于各项业务流程;The information service module is used to serve various business processes with calculation and analysis results of data; 所述后台管控模块用于对各项信息数据的应用流程进行后台的监控管理。The background management and control module is used to monitor and manage the application process of various information data in the background. 6.根据权利要求4所述的公共建筑能耗监测系统,其特征在于:所述数据架构包括数据接收模块、数据甄别模块、数据计算模块、数据存储模块和数据交互模块;6. The public building energy consumption monitoring system according to claim 4, characterized in that: the data architecture includes a data receiving module, a data screening module, a data calculation module, a data storage module and a data interaction module; 所述数据接收模块用于从多个数据源获取所需数据;The data receiving module is used to obtain required data from multiple data sources; 所述数据甄别模块用于对获取的数据进行筛选甄别,并剔除无效、错误或缺失的脏数据;The data screening module is used to screen and screen the acquired data and eliminate invalid, erroneous or missing dirty data; 所述数据计算模块用于采用预先设定的算法流程对甄别后的有效数据进行计算、分析;The data calculation module is used to calculate and analyze the screened effective data using a preset algorithm process; 所述数据存储模块用于对获取的有效数据以及计算所得的有用数据进行分类储存;所述数据存储模块即数据库模块;所述数据库模块上链接有分类分项能耗库单元、设计安装库单元、计量表原始数据库单元和其他库数据单元;The data storage module is used to classify and store the acquired effective data and calculated useful data; the data storage module is a database module; the database module is linked to a classified and itemized energy consumption library unit and a design and installation library unit. , the original database unit of the meter and other database data units; 所述数据交互模块用于将各项数据进行交互对比、分析并交互应用于其他关联架构的业务流程。The data interaction module is used to interactively compare, analyze and apply various data to business processes of other related architectures. 7.根据权利要求4所述的公共建筑能耗监测系统,其特征在于:所述技术架构也称为表现层,是对社会当中不同角色可以结合自身的实际需求,对公共建筑能耗数据信息进行分析,其包括权限登录管理模块;所述权限登录模块上链接有业务人员子系统、研究人员子系统、系统管理员子系统,用于实现与业务架构的交互应用。7. The public building energy consumption monitoring system according to claim 4, characterized in that: the technical architecture is also called the presentation layer, which enables different roles in society to combine their actual needs to provide public building energy consumption data information. For analysis, it includes a permission login management module; the permission login module is linked to a business personnel subsystem, a researcher subsystem, and a system administrator subsystem to implement interactive applications with the business architecture.
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