CN117010131B - Method for analyzing network management loss of steam heating pipe - Google Patents
Method for analyzing network management loss of steam heating pipe Download PDFInfo
- Publication number
- CN117010131B CN117010131B CN202311188391.XA CN202311188391A CN117010131B CN 117010131 B CN117010131 B CN 117010131B CN 202311188391 A CN202311188391 A CN 202311188391A CN 117010131 B CN117010131 B CN 117010131B
- Authority
- CN
- China
- Prior art keywords
- data
- pipeline
- pipe loss
- real
- pipe
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 238000010438 heat treatment Methods 0.000 title claims abstract description 52
- 238000000034 method Methods 0.000 title claims abstract description 45
- 238000004088 simulation Methods 0.000 claims abstract description 150
- 230000008569 process Effects 0.000 claims abstract description 17
- 238000012546 transfer Methods 0.000 claims description 37
- 238000004364 calculation method Methods 0.000 claims description 27
- 230000005856 abnormality Effects 0.000 claims description 3
- 238000012795 verification Methods 0.000 claims description 3
- 238000007689 inspection Methods 0.000 claims 1
- 238000004458 analytical method Methods 0.000 abstract description 10
- 238000012544 monitoring process Methods 0.000 abstract description 8
- 238000005259 measurement Methods 0.000 abstract description 7
- 230000002159 abnormal effect Effects 0.000 abstract description 5
- 238000012360 testing method Methods 0.000 abstract description 4
- 238000011161 development Methods 0.000 description 5
- 238000012986 modification Methods 0.000 description 4
- 230000004048 modification Effects 0.000 description 4
- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 3
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 3
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000013524 data verification Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000004134 energy conservation Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000007726 management method Methods 0.000 description 1
- 230000009467 reduction Effects 0.000 description 1
- 230000004044 response Effects 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/18—Network design, e.g. design based on topological or interconnect aspects of utility systems, piping, heating ventilation air conditioning [HVAC] or cabling
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F17—STORING OR DISTRIBUTING GASES OR LIQUIDS
- F17D—PIPE-LINE SYSTEMS; PIPE-LINES
- F17D5/00—Protection or supervision of installations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2113/00—Details relating to the application field
- G06F2113/08—Fluids
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2113/00—Details relating to the application field
- G06F2113/14—Pipes
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
- G06F2119/08—Thermal analysis or thermal optimisation
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Geometry (AREA)
- General Engineering & Computer Science (AREA)
- Computer Hardware Design (AREA)
- Evolutionary Computation (AREA)
- Computational Mathematics (AREA)
- Pure & Applied Mathematics (AREA)
- Mathematical Optimization (AREA)
- Mathematical Analysis (AREA)
- Computer Networks & Wireless Communication (AREA)
- Mechanical Engineering (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
本发明公开了一种蒸汽供热管网管损分析方法,包括:基于管网地理信息建立管损仿真模型;将历史数据代入所述管损仿真模型中,根据生成的历史仿真结果修正所述管损仿真模型;将实时数据输入所述管损仿真模型中,生成实时仿真结果;通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至所述管损仿真模型中显示;本发明采用地理信息和管网特征参数建立管路运行仿真模型,通过实际数据的硬测量和仿真数据的软测量实现了对管损的实时监测和分析,同时能够精准展示异常管路的位置,辅助人员监测,避免人为操作对蒸汽供热管网管损分析过程造成的影响。
The present invention discloses a method for analyzing pipe loss of a steam heating pipe network, comprising: establishing a pipe loss simulation model based on the geographical information of the pipe network; substituting historical data into the pipe loss simulation model, and correcting the pipe loss simulation model according to the generated historical simulation results; inputting real-time data into the pipe loss simulation model to generate real-time simulation results; checking the real-time simulation results by calculating the deviation between the real-time data and the real-time simulation results, and correcting the current real-time simulation results according to the test results, and sending them to the pipe loss simulation model for display; the present invention adopts geographical information and pipe network characteristic parameters to establish a pipeline operation simulation model, realizes real-time monitoring and analysis of pipe losses through hard measurement of actual data and soft measurement of simulation data, and can accurately display the location of abnormal pipelines, assist personnel in monitoring, and avoid the influence of human operation on the pipe loss analysis process of the steam heating pipe network.
Description
技术领域Technical Field
本发明涉及蒸汽供热管网技术领域,更具体的是涉及一种蒸汽供热管网管损分析方法。The present invention relates to the technical field of steam heating pipe networks, and more specifically to a method for analyzing pipe losses in steam heating pipe networks.
背景技术Background Art
为响应国家能源发展策略,各地逐步取缔小型锅炉,改用热电联产集中供热的方式进行大规模的热力输送。随着经济发展对供热质量和要求的不断提高,供热管网呈规模化、复杂化发展趋势,供热企业面临的生产任务艰巨,迫切需要采用现代化的生产管理技术和模式,以适应集中供热的未来发展要求,应对热网运行安全、节能降耗方面的更多挑战;In response to the national energy development strategy, various regions have gradually banned small boilers and switched to cogeneration of heat and power for large-scale heat transmission. With the continuous improvement of economic development and the requirements for heating quality, the heating network is developing in a large-scale and complex manner. The production tasks faced by heating companies are arduous, and they urgently need to adopt modern production management technologies and models to adapt to the future development requirements of centralized heating and cope with more challenges in the safe operation of the heating network and energy saving and consumption reduction.
随着工业蒸汽集中供应的推广越来越深入,管损率作为一项供热企业内部考核指标,成为争执的焦点;表计计量是否准确而引发的供热企业与用热企业间的贸易纠纷也时有发生,严重制约了蒸汽供热市场的发展;长期发展下去将与国家的节能环保初衷相违背;As the promotion of centralized industrial steam supply becomes more and more in-depth, the pipe loss rate, as an internal assessment indicator of heating enterprises, has become the focus of disputes; trade disputes between heating enterprises and heat users caused by the accuracy of meter measurement also occur from time to time, which seriously restricts the development of the steam heating market; long-term development will go against the original intention of energy conservation and environmental protection of the country;
现有针对蒸汽供热管网管损分析方案常采用增加检测点的方式进行分析,但在实际运行过程中,现有技术手段的实时监测和分析不够精确,其次,用汽用户根据自身需求能够自动关闭供热管路,其直接对管损分析过程造成影响;因此如何提供一种能够提高管损分析精确性、精准展示异常管路的位置且避免人为操作造成影响的蒸汽供热管网管损分析方法成为本技术领域待于解决的技术问题。Existing pipe loss analysis schemes for steam heating pipe networks often adopt the method of adding detection points for analysis. However, in actual operation, the real-time monitoring and analysis of existing technical means are not accurate enough. Secondly, steam users can automatically shut down the heating pipeline according to their own needs, which directly affects the pipe loss analysis process. Therefore, how to provide a steam heating pipe network pipe loss analysis method that can improve the accuracy of pipe loss analysis, accurately display the location of abnormal pipelines and avoid the impact of human operation has become a technical problem to be solved in this technical field.
发明内容Summary of the invention
为解决上述问题,本发明提供如下技术方案:To solve the above problems, the present invention provides the following technical solutions:
一种蒸汽供热管网管损分析方法,包括:A method for analyzing pipe loss of a steam heating pipe network, comprising:
步骤一,基于管网地理信息建立管损仿真模型;Step 1: Establish a pipe loss simulation model based on the pipe network geographic information;
步骤二,将历史数据代入所述管损仿真模型中,根据生成的历史仿真结果修正所述管损仿真模型;Step 2: Substituting historical data into the pipe loss simulation model, and correcting the pipe loss simulation model according to the generated historical simulation results;
步骤三,将实时数据输入所述管损仿真模型中,生成实时仿真结果;Step 3, inputting the real-time data into the pipe loss simulation model to generate real-time simulation results;
步骤四,通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至所述管损仿真模型中显示。Step 4: Check the real-time simulation result by calculating the deviation between the real-time data and the real-time simulation result, and correct the current real-time simulation result according to the check result, and send it to the pipe loss simulation model for display.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述基于管网地理信息建立管损仿真模型包括以下步骤:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the establishment of a pipe loss simulation model based on the pipe network geographic information comprises the following steps:
步骤一,基于供热管网的地形信息建立所述管损仿真模型;所述地形信息包括热源位置、用户位置、管路走向信息、管道长度、管道直径、阀门位置、疏水器位置、补偿器位置;Step 1: Establishing the pipe loss simulation model based on the terrain information of the heating pipe network; the terrain information includes the heat source location, user location, pipeline direction information, pipeline length, pipeline diameter, valve location, steam trap location, and compensator location;
步骤二,根据所述地形信息计算理想管道系数,并将理想管道系数插入所述管损仿真模型的对应位置上;Step 2: Calculate the ideal pipeline coefficient according to the terrain information, and insert the ideal pipeline coefficient into the corresponding position of the pipe loss simulation model;
步骤三,基于供热管网的位置信息将所述管损仿真模型插入地图中,通过显示设备进行展示。Step three: insert the pipe loss simulation model into the map based on the location information of the heating pipe network and display it through a display device.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述理想管道系数包括:理想阻力系数和理想传热系数。Preferably, in the above-mentioned method for analyzing pipe loss in a steam heating pipe network, the ideal pipe coefficient includes: an ideal resistance coefficient and an ideal heat transfer coefficient.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述将历史数据代入所述管损仿真模型中,根据生成的历史仿真结果修正所述管损仿真模型包括以下步骤:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, substituting historical data into the pipe loss simulation model and correcting the pipe loss simulation model according to the generated historical simulation results comprises the following steps:
步骤一,获取各段管路在正常状态下的若干个历史阻力系数和历史传热系数;Step 1, obtaining several historical resistance coefficients and historical heat transfer coefficients of each section of the pipeline under normal conditions;
步骤二,依次计算各段管路若干个历史阻力系数和理想阻力系数的平均值,生成平均阻力系数,并将其替换理想阻力系数插入所述管损仿真模型中;依次计算各段管路若干个历史传热系数和理想传热系数的平均值,生成平均传热系数,并将其替换理想传热系数插入所述管损仿真模型中;Step 2: Calculate the average values of several historical resistance coefficients and ideal resistance coefficients of each section of the pipeline in turn, generate an average resistance coefficient, and replace the ideal resistance coefficient with the average resistance coefficient and insert it into the pipe loss simulation model; calculate the average values of several historical heat transfer coefficients and ideal heat transfer coefficients of each section of the pipeline in turn, generate an average heat transfer coefficient, and replace the ideal heat transfer coefficient with the average heat transfer coefficient and insert it into the pipe loss simulation model;
步骤三,获取各段管路的多组历史实测运行数据,每组所述历史实测运行数据包括供汽端和若干个用汽端的瞬时流量数据、温度数据、压力数据;Step 3, obtaining multiple groups of historical measured operation data of each section of the pipeline, each group of the historical measured operation data includes instantaneous flow data, temperature data, and pressure data of the steam supply end and several steam consumption ends;
步骤四,将历史供汽端的实测运行数据依次代入所述管损仿真模型中,根据各段管路的平均阻力系数和平均传热系数进行仿真计算,获取若干个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据;Step 4: Substitute the measured operation data of the historical steam supply end into the pipe loss simulation model in sequence, perform simulation calculations based on the average resistance coefficient and average heat transfer coefficient of each section of the pipeline, and obtain simulated instantaneous flow data, simulated temperature data, and simulated pressure data of several steam consumption ends;
步骤五,将获得的若干个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据分别与历史用汽端的实测运行数据进行对比,计算各段管路流量差异、温度差异和压力差异;Step 5, the simulated instantaneous flow data, simulated temperature data and simulated pressure data of several steam-using ends are respectively compared with the measured operation data of the historical steam-using ends, and the flow difference, temperature difference and pressure difference of each section of the pipeline are calculated;
步骤六,根据各个流量差异、温度差异和压力差异调整各段管路对应的平均阻力系数和平均传热系数,输出修正后的所述管损仿真模型。Step six, adjusting the average resistance coefficient and average heat transfer coefficient corresponding to each section of the pipeline according to each flow difference, temperature difference and pressure difference, and outputting the corrected pipe loss simulation model.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述根据各个流量差异、温度差异和压力差异调整各段管路对应的平均阻力系数和平均传热系数还包括:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the step of adjusting the average resistance coefficient and the average heat transfer coefficient corresponding to each section of the pipe according to each flow difference, temperature difference and pressure difference further includes:
预设有偏差范围,当流量差异、温度差异和压力差异符合偏差范围时,无需调整平均阻力系数和平均传热系数。A deviation range is preset. When the flow rate difference, temperature difference and pressure difference meet the deviation range, there is no need to adjust the average resistance coefficient and the average heat transfer coefficient.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述将实时数据输入所述管损仿真模型中,生成实时仿真结果包括:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the step of inputting real-time data into the pipe loss simulation model to generate real-time simulation results comprises:
步骤一,获取当前供汽端的瞬时流量数据,将其代入修正后的所述管损仿真模型中;经计算获得各个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据;Step 1: Obtain the instantaneous flow data of the current steam supply end, and substitute it into the modified pipe loss simulation model; obtain the simulated instantaneous flow data, simulated temperature data and simulated pressure data of each steam consumption end through calculation;
步骤二,计算瞬时管损率;Step 2: Calculate the instantaneous pipe loss rate;
步骤三,预设管损标准范围,将获取的瞬时管损率与预设管损标准范围进行对比,输出实时仿真结果。Step three: preset a standard range of pipe loss, compare the obtained instantaneous pipe loss rate with the preset standard range of pipe loss, and output real-time simulation results.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述瞬时管损率的计算过程包括:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the calculation process of the instantaneous pipe loss rate includes:
将当前供汽端的瞬时流量数据和各个用汽端的仿真瞬时流量数据代入公式中,经计算获得瞬时管损率;Substitute the instantaneous flow data of the current steam supply end and the simulated instantaneous flow data of each steam consumption end into the formula In the process, the instantaneous tube loss rate is obtained by calculation;
其中,G为该时刻的瞬时管损率,(T1+T2+…+Tn)为该时刻各个用汽端的仿真瞬时流量数据的和,TS为该时刻供汽端的瞬时流量数据。Wherein, G is the instantaneous pipe loss rate at that moment, (T 1 +T 2 +…+T n ) is the sum of the simulated instantaneous flow data of each steam-consuming end at that moment, and TS is the instantaneous flow data of the steam-supplying end at that moment.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述预设管损标准范围,将获取的瞬时管损率与预设管损标准范围进行对比,输出实时仿真结果的过程包括:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the preset pipe loss standard range, comparing the obtained instantaneous pipe loss rate with the preset pipe loss standard range, and outputting the real-time simulation result comprises:
设当前瞬时管损率为G0,预设管损标准范围为(G1,G2);Assume that the current instantaneous pipe loss rate is G0, and the preset pipe loss standard range is (G1, G2);
当G1≤G0≤G2时,输出实时仿真结果为热网稳态运行;When G1≤G0≤G2, the real-time simulation results are output for steady-state operation of the heating network;
当G0>G2时,输出实时仿真结果为热网波动运行;When G0>G2, the output real-time simulation result is the fluctuating operation of the heating network;
当G0<G1时,输出实时仿真结果为仿真系统异常。When G0<G1, the real-time simulation result output is a simulation system abnormality.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至所述管损仿真模型中显示包括:Preferably, in the above-mentioned method for analyzing pipe loss of a steam heating pipe network, the real-time simulation result is tested by calculating the deviation between the real-time data and the real-time simulation result, and the current real-time simulation result is corrected according to the test result, and sent to the pipe loss simulation model for display, including:
步骤一,获取当前各个用汽端的实际瞬时流量数据、实际温度数据和实际压力数据;Step 1: Obtain the actual instantaneous flow data, actual temperature data and actual pressure data of each steam-using end;
步骤二,将当前各个用汽端的实际数据和仿真数据按照管路走向信息依次代入偏差计算公式中,获取流量偏差值、温度偏差值和压力偏差值;Step 2: Substitute the actual data and simulation data of each steam-using end into the deviation calculation formula in sequence according to the pipeline direction information to obtain the flow deviation value, temperature deviation value and pressure deviation value;
所述流量偏差值的计算公式为其中,ZT为流量偏差值,Ta为该段管路的实际瞬时流量数据,Tn为该段管路的仿真瞬时流量数据;The calculation formula of the flow deviation value is: Where Z T is the flow deviation value, Ta is the actual instantaneous flow data of the pipeline section, and Tn is the simulated instantaneous flow data of the pipeline section;
所述温度偏差值的计算公式为其中,ZW为温度偏差值,Wa为该段管路的实际温度数据,Wn为该段管路的仿真温度数据;The calculation formula of the temperature deviation value is: Wherein, Z W is the temperature deviation value, Wa is the actual temperature data of the pipeline section, and Wn is the simulated temperature data of the pipeline section;
所述压力偏差值的计算公式为其中,ZP为压力偏差值,Pa为该段管路的实际压力数据,Pn为该段管路的仿真压力数据;The calculation formula of the pressure deviation value is: Where Z P is the pressure deviation value, Pa is the actual pressure data of the pipeline section, and Pn is the simulated pressure data of the pipeline section;
步骤三,根据偏差值进行验证;预设流量截止标准、温度截止标准和压力截止标准,当流量偏差值符合预设流量截止标准,且温度截止标准和压力截止标准皆符合温度截止标准和压力截止标准时,表明当前时刻该段管路的截止阀处于闭合状态,生成截止指令;当流量偏差值不符合预设流量截止标准时,表明该段管路处于正常状态,生成正常指令;Step three, verify according to the deviation value; preset flow cut-off standard, temperature cut-off standard and pressure cut-off standard. When the flow deviation value meets the preset flow cut-off standard, and the temperature cut-off standard and the pressure cut-off standard both meet the temperature cut-off standard and the pressure cut-off standard, it indicates that the cut-off valve of the pipeline section is in a closed state at the current moment, and a cut-off instruction is generated; when the flow deviation value does not meet the preset flow cut-off standard, it indicates that the pipeline section is in a normal state, and a normal instruction is generated;
步骤四,根据验证过程生成的指令结合输出的实时仿真结果发送至所述管损仿真模型中;当生成截止指令时,生成实时仿真结果改变为热网波动运行,并获取生成截止指令的该段管路位置信息;Step 4: Send the instructions generated in the verification process in combination with the output real-time simulation results to the pipe loss simulation model; when a cut-off instruction is generated, the generated real-time simulation results are changed to the heating network fluctuation operation, and the position information of the section of the pipeline for generating the cut-off instruction is obtained;
步骤五,将生成截止指令的该段管路位置信息代入所述管损仿真模型中,并将改变后的实时仿真结果一同显示。Step 5: Substitute the position information of the section of pipeline for generating the cut-off instruction into the pipe loss simulation model, and display the changed real-time simulation results together.
优选的,在上述的一种蒸汽供热管网管损分析方法中,所述预设流量截止标准为-100%,温度截止标准和压力截止标准根据管路的平均传热系数和平均阻力系数设定。Preferably, in the above-mentioned method for analyzing pipe loss in a steam heating pipe network, the preset flow cutoff standard is -100%, and the temperature cutoff standard and the pressure cutoff standard are set according to the average heat transfer coefficient and the average resistance coefficient of the pipeline.
经由上述的技术方案可知,本申请与现有技术相比,其有益效果在于:It can be seen from the above technical solutions that compared with the prior art, the present application has the following beneficial effects:
本发明公开了一种蒸汽供热管网管损分析方法,包括::基于管网地理信息建立管损仿真模型;将历史数据代入所述管损仿真模型中,根据生成的历史仿真结果修正所述管损仿真模型;将实时数据输入所述管损仿真模型中,生成实时仿真结果;通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至所述管损仿真模型中显示;本发明采用地理信息和管网特征参数建立管路运行仿真模型,通过实际数据的硬测量和仿真数据的软测量实现了对管损的实时监测和分析,同时能够精准展示异常管路的位置,辅助人员监测,避免人为操作对蒸汽供热管网管损分析过程造成的影响。The present invention discloses a method for analyzing pipe loss of a steam heating pipe network, comprising: establishing a pipe loss simulation model based on the geographical information of the pipe network; substituting historical data into the pipe loss simulation model, and correcting the pipe loss simulation model according to the generated historical simulation results; inputting real-time data into the pipe loss simulation model to generate real-time simulation results; checking the real-time simulation results by calculating the deviation between the real-time data and the real-time simulation results, and correcting the current real-time simulation results according to the test results, and sending them to the pipe loss simulation model for display; the present invention adopts geographical information and pipe network characteristic parameters to establish a pipeline operation simulation model, realizes real-time monitoring and analysis of pipe losses through hard measurement of actual data and soft measurement of simulation data, and can accurately display the location of abnormal pipelines, assist personnel in monitoring, and avoid the influence of human operation on the pipe loss analysis process of the steam heating pipe network.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据提供的附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on the provided drawings without paying creative work.
图1是本发明方法流程图。FIG. 1 is a flow chart of the method of the present invention.
具体实施方式DETAILED DESCRIPTION
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、完整地描述,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。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、完整地描述,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 in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work belong to the scope of protection of the present invention. The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work belong to the scope of protection of the present invention.
在本发明中,术语“第一”、“第二”、“第三”仅用于描述的目的,而不能理解为指示或暗示相对重要性;术语“多个”则指两个或两个以上,除非另有明确的限定。术语“安装”、“相连”、“连接”、“固定”等术语均应做广义理解,例如,“连接”可以是固定连接,也可以是可拆卸连接,或一体地连接;“相连”可以是直接相连,也可以通过中间媒介间接相连。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。In the present invention, the terms "first", "second", and "third" are used for descriptive purposes only and should not be understood as indicating or implying relative importance; the term "plurality" refers to two or more, unless otherwise clearly defined. The terms "installed", "connected", "connected", "fixed", etc. should be understood in a broad sense. For example, "connected" can be a fixed connection, a detachable connection, or an integral connection; "connected" can be a direct connection or an indirect connection through an intermediate medium. For those of ordinary skill in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.
本发明的描述中,需要理解的是,术语“上”、“下”、“左”、“右”、“前”、“后”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明和简化描述,而不是指示或暗示所指的装置或单元必须具有特定的方向、以特定的方位构造和操作,因此,不能理解为对本发明的限制。In the description of the present invention, it is necessary to understand that the directions or positional relationships indicated by terms such as “upper”, “lower”, “left”, “right”, “front” and “back” are based on the directions or positional relationships shown in the accompanying drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or unit referred to must have a specific direction, be constructed and operated in a specific orientation, and therefore, cannot be understood as a limitation on the present invention.
在本说明书的描述中,术语“一个实施例”、“一些实施例”、“具体实施例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或实例。而且,描述的具体特征、结构、材料或特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of this specification, the description of the terms "one embodiment", "some embodiments", "specific embodiments", etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner.
在一个实施例中,请参阅图1,一种蒸汽供热管网管损分析方法,包括:In one embodiment, referring to FIG1 , a method for analyzing pipe loss of a steam heating pipe network includes:
步骤一,基于管网地理信息建立管损仿真模型;Step 1: Establish a pipe loss simulation model based on the pipe network geographic information;
步骤二,将历史数据代入管损仿真模型中,根据生成的历史仿真结果修正管损仿真模型;Step 2: Substitute historical data into the pipe loss simulation model, and modify the pipe loss simulation model according to the generated historical simulation results;
步骤三,将实时数据输入管损仿真模型中,生成实时仿真结果;Step 3: input the real-time data into the pipe loss simulation model to generate real-time simulation results;
步骤四,通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至管损仿真模型中显示。Step 4: Check the real-time simulation result by calculating the deviation between the real-time data and the real-time simulation result, and correct the current real-time simulation result according to the check result, and send it to the pipe loss simulation model for display.
上述实施例的原理是:采用管网的地理特征建立模型,将其与地图进行联动;利用历史数据进行训练,并结合远传仪表“硬测量”、仿真计算“软测量”,实现全网蒸汽参数(流量、温度、压力)全域监测,根据监测结果计算管损率,通过实际数据检验过程确定出现异常的管路位置。The principle of the above embodiment is: using the geographical features of the pipeline network to establish a model and link it with the map; using historical data for training, and combining the "hard measurement" of remote transmission instruments and the "soft measurement" of simulation calculations to achieve full-domain monitoring of steam parameters (flow, temperature, pressure) in the entire network, calculate the pipe loss rate based on the monitoring results, and determine the location of the abnormal pipeline through the actual data verification process.
上述实施例的有益效果是:实现全网蒸汽参数全域监测,精确计算管损率,实现对异常管路位置的确定。The beneficial effects of the above-mentioned embodiment are: achieving full-area monitoring of steam parameters in the entire network, accurately calculating the pipe loss rate, and determining the location of abnormal pipelines.
为了进一步优化上述方案,请参阅图1,一种蒸汽供热管网管损分析方法,基于管网地理信息建立管损仿真模型包括以下步骤:In order to further optimize the above scheme, please refer to FIG1 , a method for analyzing pipe loss of a steam heating pipe network, and establishing a pipe loss simulation model based on the geographical information of the pipe network includes the following steps:
步骤一,基于供热管网的地形信息建立管损仿真模型;;地形信息包括热源位置、用户位置、管路走向信息、管道长度、管道直径、阀门位置、疏水器位置、补偿器位置;Step 1: Establish a pipe loss simulation model based on the terrain information of the heating pipe network; the terrain information includes the heat source location, user location, pipeline direction information, pipeline length, pipeline diameter, valve location, steam trap location, and compensator location;
步骤二,根据地形信息计算理想管道系数,并将理想管道系数插入管损仿真模型的对应位置上;Step 2: Calculate the ideal pipeline coefficient according to the terrain information, and insert the ideal pipeline coefficient into the corresponding position of the pipe loss simulation model;
步骤三,基于供热管网的位置信息将管损仿真模型插入地图中,通过显示设备进行展示。Step three: insert the pipe loss simulation model into the map based on the location information of the heating pipe network and display it through a display device.
需要说明的是,理想管道系数包括:理想阻力系数和理想传热系数;阻力系数根据管路的走向、拐点、材质以及直径确定,传热系数根据管路的长度、直径以及材质确定,其计算手法为现有技术手段;本实施例实现了对管损仿真模型地理和特征参数的基础限定,同时为后续增添管路提供方位。It should be noted that the ideal pipeline coefficient includes: an ideal resistance coefficient and an ideal heat transfer coefficient; the resistance coefficient is determined according to the direction, inflection point, material and diameter of the pipeline, and the heat transfer coefficient is determined according to the length, diameter and material of the pipeline, and the calculation method is the existing technical means; this embodiment realizes the basic limitation of the geographical and characteristic parameters of the pipe loss simulation model, and provides a direction for the subsequent addition of pipelines.
为了进一步优化上述方案,请参阅图1,一种蒸汽供热管网管损分析方法,将历史数据代入管损仿真模型中,根据生成的历史仿真结果修正管损仿真模型包括以下步骤:In order to further optimize the above scheme, please refer to FIG1 , a method for analyzing pipe loss of a steam heating pipe network, substituting historical data into a pipe loss simulation model, and correcting the pipe loss simulation model according to the generated historical simulation results includes the following steps:
步骤一,获取各段管路在正常状态下的若干个历史阻力系数和历史传热系数;Step 1, obtaining several historical resistance coefficients and historical heat transfer coefficients of each section of the pipeline under normal conditions;
步骤二,依次计算各段管路若干个历史阻力系数和理想阻力系数的平均值,生成平均阻力系数,并将其替换理想阻力系数插入管损仿真模型中;依次计算各段管路若干个历史传热系数和理想传热系数的平均值,生成平均传热系数,并将其替换理想传热系数插入管损仿真模型中;Step 2: Calculate the average values of several historical resistance coefficients and ideal resistance coefficients of each section of the pipeline in turn, generate an average resistance coefficient, and replace the ideal resistance coefficient with the average resistance coefficient and insert it into the pipe loss simulation model; calculate the average values of several historical heat transfer coefficients and ideal heat transfer coefficients of each section of the pipeline in turn, generate an average heat transfer coefficient, and replace the ideal heat transfer coefficient with the average heat transfer coefficient and insert it into the pipe loss simulation model;
步骤三,获取各段管路的多组历史实测运行数据,每组历史实测运行数据包括供汽端和若干个用汽端的瞬时流量数据、温度数据、压力数据;Step 3, obtaining multiple sets of historical measured operation data of each section of the pipeline, each set of historical measured operation data includes instantaneous flow data, temperature data, and pressure data of the steam supply end and several steam consumption ends;
步骤四,将历史供汽端的实测运行数据依次代入管损仿真模型中,根据各段管路的平均阻力系数和平均传热系数进行仿真计算,获取若干个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据;Step 4: Substitute the measured operation data of the historical steam supply end into the pipe loss simulation model in sequence, perform simulation calculations based on the average resistance coefficient and average heat transfer coefficient of each section of the pipeline, and obtain the simulated instantaneous flow data, simulated temperature data, and simulated pressure data of several steam consumption ends;
步骤五,将获得的若干个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据分别与历史用汽端的实测运行数据进行对比,计算各段管路流量差异、温度差异和压力差异;Step 5, the simulated instantaneous flow data, simulated temperature data and simulated pressure data of several steam-using ends are respectively compared with the measured operation data of the historical steam-using ends, and the flow difference, temperature difference and pressure difference of each section of the pipeline are calculated;
步骤六,根据各个流量差异、温度差异和压力差异调整各段管路对应的平均阻力系数和平均传热系数,输出修正后的管损仿真模型。Step six, adjust the average resistance coefficient and average heat transfer coefficient corresponding to each section of the pipeline according to the flow differences, temperature differences and pressure differences, and output the corrected pipe loss simulation model.
需要说明的是,根据各个流量差异、温度差异和压力差异调整各段管路对应的平均阻力系数和平均传热系数还包括预设有偏差范围,当流量差异、温度差异和压力差异符合偏差范围时,无需调整平均阻力系数和平均传热系数;预设偏差范围根据管网实际运行状态通过人为限定;本实施例实现了对管损仿真模型的修正,使其更符合实际运行状态。It should be noted that adjusting the average resistance coefficient and the average heat transfer coefficient corresponding to each section of the pipeline according to the flow differences, temperature differences and pressure differences also includes a preset deviation range. When the flow difference, temperature difference and pressure difference are within the deviation range, there is no need to adjust the average resistance coefficient and the average heat transfer coefficient; the preset deviation range is artificially limited according to the actual operating status of the pipeline network; this embodiment realizes the correction of the pipe loss simulation model to make it more in line with the actual operating status.
为了进一步优化上述方案,请参阅图1,一种蒸汽供热管网管损分析方法,将实时数据输入管损仿真模型中,生成实时仿真结果包括:In order to further optimize the above scheme, please refer to Figure 1, a method for analyzing pipe loss of a steam heating pipe network, inputting real-time data into a pipe loss simulation model, and generating real-time simulation results including:
步骤一,获取当前供汽端的瞬时流量数据,将其代入修正后的管损仿真模型中;经计算获得各个用汽端的仿真瞬时流量数据、仿真温度数据和仿真压力数据;Step 1: Obtain the instantaneous flow data of the current steam supply end and substitute it into the modified pipe loss simulation model; obtain the simulated instantaneous flow data, simulated temperature data and simulated pressure data of each steam consumption end through calculation;
步骤二,计算瞬时管损率;Step 2: Calculate the instantaneous pipe loss rate;
步骤三,预设管损标准范围,将获取的瞬时管损率与预设管损标准范围进行对比,输出实时仿真结果。Step three: preset a standard range of pipe loss, compare the obtained instantaneous pipe loss rate with the preset standard range of pipe loss, and output real-time simulation results.
需要说明的是,瞬时管损率的计算过程包括将当前供汽端的瞬时流量数据和各个用汽端的仿真瞬时流量数据代入公式中,经计算获得瞬时管损率;其中,G为该时刻的瞬时管损率,(T1+T2+…+Tn)为该时刻各个用汽端的仿真瞬时流量数据的和,TS为该时刻供汽端的瞬时流量数据;It should be noted that the calculation process of the instantaneous pipe loss rate includes substituting the instantaneous flow data of the current steam supply end and the simulated instantaneous flow data of each steam consumption end into the formula In the example, the instantaneous pipe loss rate is obtained by calculation; wherein G is the instantaneous pipe loss rate at that moment, (T 1 +T 2 +…+T n ) is the sum of the simulated instantaneous flow data of each steam-using end at that moment, and TS is the instantaneous flow data of the steam-supplying end at that moment;
预设管损标准范围,将获取的瞬时管损率与预设管损标准范围进行对比,输出实时仿真结果的过程包括:The process of presetting the pipe loss standard range, comparing the instantaneous pipe loss rate obtained with the preset pipe loss standard range, and outputting the real-time simulation results includes:
设当前瞬时管损率为G0,预设管损标准范围为(G1,G2);Assume that the current instantaneous pipe loss rate is G0, and the preset pipe loss standard range is (G1, G2);
当G1≤G0≤G2时,输出实时仿真结果为热网稳态运行;When G1≤G0≤G2, the output real-time simulation result is the steady-state operation of the heating network;
当G0>G2时,输出实时仿真结果为热网波动运行;When G0>G2, the output real-time simulation result is the fluctuating operation of the heating network;
当G0<G1时,输出实时仿真结果为仿真系统异常;When G0<G1, the real-time simulation result output is simulation system abnormality;
本实施例实现了根据供汽端的瞬时流量数据仿真获得各个用汽端的瞬时流量数据,实现了对瞬时管损率的精确计算。This embodiment achieves the instantaneous flow data of each steam-consuming end obtained by simulating the instantaneous flow data of the steam supply end, thereby achieving accurate calculation of the instantaneous pipe loss rate.
为了进一步优化上述方案,请参阅图1,一种蒸汽供热管网管损分析方法,通过计算实时数据和实时仿真结果的偏差,对实时仿真结果进行检验,并根据检验结果修正当前实时仿真结果,并发送至管损仿真模型中显示包括:In order to further optimize the above scheme, please refer to Figure 1, a method for analyzing pipe loss of a steam heating pipe network, by calculating the deviation between real-time data and real-time simulation results, checking the real-time simulation results, and correcting the current real-time simulation results according to the test results, and sending them to the pipe loss simulation model for display, including:
步骤一,获取当前各个用汽端的实际瞬时流量数据、实际温度数据和实际压力数据;Step 1: Obtain the actual instantaneous flow data, actual temperature data and actual pressure data of each steam-using end;
步骤二,将当前各个用汽端的实际数据和仿真数据按照管路走向信息依次代入偏差计算公式中,获取流量偏差值、温度偏差值和压力偏差值;Step 2: Substitute the actual data and simulation data of each steam-using end into the deviation calculation formula in sequence according to the pipeline direction information to obtain the flow deviation value, temperature deviation value and pressure deviation value;
流量偏差值的计算公式为其中,ZT为流量偏差值,Ta为该段管路的实际瞬时流量数据,Tn为该段管路的仿真瞬时流量数据;The calculation formula of flow deviation value is: Where Z T is the flow deviation value, Ta is the actual instantaneous flow data of the pipeline section, and Tn is the simulated instantaneous flow data of the pipeline section;
温度偏差值的计算公式为其中,ZW为温度偏差值,Wa为该段管路的实际温度数据,Wn为该段管路的仿真温度数据;The calculation formula for temperature deviation is: Wherein, Z W is the temperature deviation value, Wa is the actual temperature data of the pipeline section, and Wn is the simulated temperature data of the pipeline section;
压力偏差值的计算公式为其中,ZP为压力偏差值,Pa为该段管路的实际压力数据,Pn为该段管路的仿真压力数据;The calculation formula of pressure deviation is: Where Z P is the pressure deviation value, Pa is the actual pressure data of the pipeline section, and Pn is the simulated pressure data of the pipeline section;
步骤三,根据偏差值进行验证;预设流量截止标准、温度截止标准和压力截止标准,当流量偏差值符合预设流量截止标准,且温度截止标准和压力截止标准皆符合温度截止标准和压力截止标准时,表明当前时刻该段管路的截止阀处于闭合状态,生成截止指令;当流量偏差值不符合预设流量截止标准时,表明该段管路处于正常状态,生成正常指令;Step three, verify according to the deviation value; preset flow cut-off standard, temperature cut-off standard and pressure cut-off standard. When the flow deviation value meets the preset flow cut-off standard, and the temperature cut-off standard and the pressure cut-off standard both meet the temperature cut-off standard and the pressure cut-off standard, it indicates that the cut-off valve of the pipeline section is in a closed state at the current moment, and a cut-off instruction is generated; when the flow deviation value does not meet the preset flow cut-off standard, it indicates that the pipeline section is in a normal state, and a normal instruction is generated;
步骤四,根据验证过程生成的指令结合输出的实时仿真结果发送至管损仿真模型中;当生成截止指令时,生成实时仿真结果改变为热网波动运行,并获取生成截止指令的该段管路位置信息;Step 4: Send the instructions generated by the verification process and the output real-time simulation results to the pipe loss simulation model; when a cut-off instruction is generated, the generated real-time simulation results are changed to the heating network fluctuation operation, and the position information of the section of the pipeline that generates the cut-off instruction is obtained;
步骤五,将生成截止指令的该段管路位置信息代入管损仿真模型中,并将改变后的实时仿真结果一同显示。Step 5: Substitute the position information of the pipeline section that generates the cut-off instruction into the pipe loss simulation model, and display the changed real-time simulation results together.
需要说明的是,预设流量截止标准为-100%,温度截止标准和压力截止标准根据管路的平均传热系数和平均阻力系数设定;当人为关闭截止阀时,对应的管路实际瞬时流量值下降为0,因此预设流量截止标准为-100%;而在人为关闭截止阀时,该截止管路的温度偏差值还符合标准状态,而压力偏差由于管路被截断导致增大,因此采用该变化过程确定生成截止指令的该段管路位置信息,实现了精确定位人为造成影响的管路的位置。It should be noted that the preset flow cutoff standard is -100%, and the temperature cutoff standard and pressure cutoff standard are set according to the average heat transfer coefficient and the average resistance coefficient of the pipeline; when the stop valve is manually closed, the actual instantaneous flow value of the corresponding pipeline drops to 0, so the preset flow cutoff standard is -100%; when the stop valve is manually closed, the temperature deviation value of the cutoff pipeline still meets the standard state, and the pressure deviation increases due to the truncation of the pipeline, so this change process is used to determine the position information of the section of the pipeline that generates the cutoff instruction, thereby achieving accurate positioning of the pipeline affected by human factors.
需要说明的是,上述实施例提供的系统,仅以上述各功能模块的划分进行举例说明,在实际应用中,可以根据需要而将上述功能分配由不同的功能模块来完成,即将本发明实施例中的模块或者步骤再分解或者组合,例如,上述实施例的模块可以合并为一个模块,也可以进一步拆分成多个子模块,以完成以上描述的全部或者部分功能。对于本发明实施例中涉及的模块、步骤的名称,仅仅是为了区分各个模块或者步骤,不视为对本发明的不当限定。It should be noted that the system provided in the above embodiment is only illustrated by the division of the above functional modules. In practical applications, the above functions can be assigned to different functional modules as needed, that is, the modules or steps in the embodiments of the present invention can be decomposed or combined. For example, the modules in the above embodiments can be combined into one module, or further divided into multiple sub-modules to complete all or part of the functions described above. The names of the modules and steps involved in the embodiments of the present invention are only for distinguishing the modules or steps, and are not regarded as improper limitations of the present invention.
术语“包括”或者任何其它类似用语旨在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者设备/装置不仅包括那些要素,而且还包括没有明确列出的其它要素,或者还包括这些过程、方法、物品或者设备/装置所固有的要素。The term "comprise" or any other similar term is intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus/device that includes a list of elements includes not only those elements but also other elements not expressly listed, or also includes elements inherent to such process, method, article, or apparatus/device.
至此,已经结合附图所示的优选实施方式描述了本发明的技术方案,但是,本领域技术人员容易理解的是,本发明的保护范围显然不局限于这些具体实施方式。在不偏离本发明的原理的前提下,本领域技术人员可以对相关技术特征做出等同的更改或替换,这些更改或替换之后的技术方案都将落入本发明的保护范围之内。So far, the technical solutions of the present invention have been described in conjunction with the preferred embodiments shown in the accompanying drawings. However, it is easy for those skilled in the art to understand that the protection scope of the present invention is obviously not limited to these specific embodiments. Without departing from the principle of the present invention, those skilled in the art can make equivalent changes or substitutions to the relevant technical features, and the technical solutions after these changes or substitutions will fall within the protection scope of the present invention.
显然,本领域的技术人员可以对本发明进行各种改动和变型而不脱离本发明的精神和范围。这样,倘若本发明的这些修改和变型属于本发明权利要求及其等同技术的范围之内,则本发明也意图包含这些改动和变型在内对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本发明。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在其它实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。Obviously, those skilled in the art may make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include these modifications and variations in the above description of the disclosed embodiments, so that professionals and technicians in the field can implement or use the present invention. Various modifications to these embodiments will be obvious to professionals and technicians in the field, and the general principles defined herein can be implemented in other embodiments without departing from the spirit or scope of the present invention. Therefore, the present invention will not be limited to the embodiments shown herein, but will conform to the widest range consistent with the principles and novel features disclosed herein.
Claims (4)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311188391.XA CN117010131B (en) | 2023-09-14 | 2023-09-14 | Method for analyzing network management loss of steam heating pipe |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202311188391.XA CN117010131B (en) | 2023-09-14 | 2023-09-14 | Method for analyzing network management loss of steam heating pipe |
Publications (2)
Publication Number | Publication Date |
---|---|
CN117010131A CN117010131A (en) | 2023-11-07 |
CN117010131B true CN117010131B (en) | 2024-11-01 |
Family
ID=88576405
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202311188391.XA Active CN117010131B (en) | 2023-09-14 | 2023-09-14 | Method for analyzing network management loss of steam heating pipe |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN117010131B (en) |
Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115238499A (en) * | 2022-07-25 | 2022-10-25 | 浙江英集动力科技有限公司 | System and method for realizing intelligent decision-making overall process steady state and dynamic simulation of heat supply system |
Family Cites Families (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10233744B2 (en) * | 2015-03-26 | 2019-03-19 | Chevron U.S.A. Inc. | Methods, apparatus, and systems for steam flow profiling |
CN106682369A (en) * | 2017-02-27 | 2017-05-17 | 常州英集动力科技有限公司 | Heating pipe network hydraulic simulation model identification correction method and system, method of operation |
CN110362893B (en) * | 2019-06-28 | 2021-03-26 | 浙江大学 | Heat supply pipeline heat preservation characteristic and hydrophobic monitoring diagnostic system based on Internet of things |
CN112084631B (en) * | 2020-08-14 | 2024-12-17 | 浙江浙能绍兴滨海热电有限责任公司 | Heat supply pipe network steam back supply scheduling method and system based on simulation model |
CN113251322A (en) * | 2021-05-28 | 2021-08-13 | 华能(广东)能源开发有限公司海门电厂 | Method and system for drain valve leakage judgment and steam leakage loss |
CN114896891A (en) * | 2022-05-27 | 2022-08-12 | 中国计量大学 | A steam simulation calculation method based on kernel extreme learning machine error correction |
-
2023
- 2023-09-14 CN CN202311188391.XA patent/CN117010131B/en active Active
Patent Citations (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN115238499A (en) * | 2022-07-25 | 2022-10-25 | 浙江英集动力科技有限公司 | System and method for realizing intelligent decision-making overall process steady state and dynamic simulation of heat supply system |
Also Published As
Publication number | Publication date |
---|---|
CN117010131A (en) | 2023-11-07 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN110375787B (en) | An online evaluation method for the running state of a metering instrument | |
CN109583585B (en) | Construction method of power station boiler wall temperature prediction neural network model | |
CN110108328A (en) | A kind of acquisition methods of water supply network leakage loss region water leakage | |
CN107016622B (en) | Inversion method for urban water supply network node water demand containing large user water consumption information | |
CN108197725B (en) | Water demand check method of water supply network nodes based on prior information of water demand | |
CN111396985A (en) | A kind of central heating pipe network static hydraulic balance automatic adjustment system and realization method | |
CN109376925A (en) | Dynamic self-adaptive optimization method for node flow of water supply pipe network | |
CN114297810A (en) | A method and system for DMA partition topology analysis and verification | |
CN114398987A (en) | Abnormity monitoring method and system for natural gas energy metering | |
CN108427093A (en) | A kind of calibrating and measuring system and method for watt-hour meter automatic verification device | |
CN109340583A (en) | Heating network leakage monitoring system and method | |
CN114896891A (en) | A steam simulation calculation method based on kernel extreme learning machine error correction | |
CN117010131B (en) | Method for analyzing network management loss of steam heating pipe | |
CN111553041A (en) | Gas pipe network parameter calibration method, system, terminal and storage medium | |
CN114117695B (en) | A method for quickly predicting the cumulative flow of natural gas pipeline network | |
CN108229042A (en) | A kind of generator tube remaining life early warning system and method for early warning | |
CN119413256A (en) | Measurement correction and optimal arrangement method of clamp-on ultrasonic flowmeter under disturbed flow field | |
CN212111503U (en) | A large-scale test system | |
CN117366662A (en) | Primary side hydraulic characteristic identification method and device for heat exchange station | |
CN117454582A (en) | A system-level twin model initialization method combining mechanism and optimization algorithm | |
CN115143517B (en) | Balance adjustment method and system for secondary network of central heating pipe network | |
Radivojević et al. | Water supply system performance improvement in the town of Pirot using water balance IWA methodology and numerical simulations | |
CN114297845A (en) | Method and equipment for establishing liquid cooling system flow field simulation model of battery swapping device | |
Sorocins et al. | District heating simulation model development to solve optimization problems in the market conditions | |
CN113340360B (en) | Secondary network system balance flow measurement method |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |