CN103852398B - A kind of dust filter screen differential static pressure abatement detecting method based on temperature adjustmemt - Google Patents
A kind of dust filter screen differential static pressure abatement detecting method based on temperature adjustmemt Download PDFInfo
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Abstract
本发明涉及一种基于温度修正的集尘滤网失效静压差检测方法。搭建集尘滤网失效检测实验系统:在净化器系统中布置集尘滤网的静压差采集模块上位机和故障报警器;建立数据采集和记录系统;空气净化器在实验环境中连续运行,同时上位机实时监控空气净化器系统的集尘滤网的静压差P(k)和环境温度T(k),k表示当前运行时刻,并记录空气净化器运行的总时长。利用基于温度的修正方法能够在线估计在同一个基础温度参考值的静压差变化,实现了空气净化器系统集尘滤网故障的在线诊断。最终将该方法应用于后续相关空气净化器系统的集尘滤网失效检测,修正方法通过编程来完成,降低了产品硬件成本并提高了系统的灵活性,可靠性和准确性。
The invention relates to a temperature-corrected method for detecting the static pressure difference of the failure of a dust collection filter. Build the dust collection filter failure detection experimental system: arrange the upper computer and fault alarm of the static pressure difference acquisition module of the dust collection filter in the purifier system; establish a data collection and recording system; the air purifier runs continuously in the experimental environment, At the same time, the host computer monitors the static pressure difference P(k) and the ambient temperature T(k) of the dust collection filter of the air purifier system in real time, k represents the current running time, and records the total running time of the air purifier. The temperature-based correction method can estimate the change of the static pressure difference at the same basic temperature reference value online, and realize the online diagnosis of the dust collection filter screen fault of the air purifier system. Finally, this method is applied to the failure detection of the dust collection filter of the subsequent related air purifier system. The correction method is completed through programming, which reduces the product hardware cost and improves the flexibility, reliability and accuracy of the system.
Description
技术领域technical field
本发明涉及一种故障诊断技术,特别涉及一种基于温度修正的集尘滤网失效静压差检测方法。The invention relates to a fault diagnosis technology, in particular to a temperature correction-based method for detecting the static pressure difference of the failure of a dust collection filter.
背景技术Background technique
近几十年来,随着工业的发展和个人生活水平的提供,人们对空气质量的关注度越来越高。然而,2012年的统计结果显示,325个地级及以上城市环境空气质量中达标城市比例仅为40.9%;113个环境保护重点城市环境空气质量达标城市比例仅为23.9%。对于改善空气质量,人们提出了许多有效的方法和措施。其中,针对与人们生活最密切的室内空气质量改善而言,空气净化器是一个最常用和最有效的工具。In recent decades, with the development of industry and the provision of personal living standards, people have paid more and more attention to air quality. However, the statistical results in 2012 show that only 40.9% of the 325 prefecture-level and above cities meet the environmental air quality standards; only 23.9% of the 113 key environmental protection cities meet the environmental air quality standards. For improving air quality, people have proposed many effective methods and measures. Among them, air purifiers are the most commonly used and most effective tools for improving indoor air quality that is most closely related to people's lives.
空气净化系列产品在一定程度上能够吸附、分解或转化各种空气污染物,从而提高空气清洁度。但当中的关键设备-过滤网(包含集尘、脱臭、除甲醛和除湿四种),随着使用时间的增加,其功效将逐渐衰减甚至完全丧失。如不能实时掌握这些过滤网的功效变化,失效的过滤网必然对使用者造成健康上的损害。Air purification series products can absorb, decompose or transform various air pollutants to a certain extent, thereby improving air cleanliness. But the key equipment among them - the filter screen (including dust collection, deodorization, formaldehyde removal and dehumidification), as the use time increases, its efficacy will gradually decay or even completely lose. If the changes in the efficacy of these filters cannot be grasped in real time, the invalid filters will inevitably cause health damage to users.
现有技术中,滤网失效的可行方法主要有尘埃光电检测法、滤网电阻检测法和压差检测法。In the prior art, the feasible methods for filter screen failure mainly include dust photoelectric detection method, filter screen resistance detection method and differential pressure detection method.
尘埃光电检测法采用检测空气在通过空气净化器后的单位体积内尘埃的数量而确定滤网是否失效。当原空气洁净度较好时,空气净化器净化空气前与净化空气后,空气单位体积内尘埃的数量的单位数值不会产生明显变化,因此会导致故障漏报,其局限性显而易见。The dust photoelectric detection method uses the detection of the amount of dust per unit volume after the air passes through the air purifier to determine whether the filter screen is invalid. When the cleanliness of the original air is good, before and after the air purifier purifies the air, the unit value of the amount of dust per unit volume of the air will not change significantly, so it will lead to false alarms, and its limitations are obvious.
电阻检测法通过检测滤网内固定距离间的电阻变化来确定滤网是否失效,而滤网电阻的改变可以受到除尘埃之外诸多因素的影响,该方法准确度不高。The resistance detection method determines whether the filter screen is invalid by detecting the resistance change between fixed distances in the filter screen, and the change of the filter screen resistance can be affected by many factors other than dust, and the accuracy of this method is not high.
差压法则是通过检测通过滤网的前后风压差实现检测滤网的失效,容易受到空气温度变化的干扰。因而上述这些方法对于滤网失效检测的灵敏度和鲁棒性都有很大的局限性。The differential pressure method is to detect the failure of the filter screen by detecting the front and rear wind pressure difference passing through the filter screen, which is easily disturbed by the change of air temperature. Therefore, the above-mentioned methods have great limitations on the sensitivity and robustness of filter failure detection.
发明内容Contents of the invention
本发明是针对上述方法对于现有技术滤网失效故障诊断有很大的局限性的问题,提出了一种基于温度修正的集尘滤网失效静压差检测方法。The present invention aims at the problem that the above method has great limitations on the fault diagnosis of filter screen failure in the prior art, and proposes a method for detecting the static pressure difference of dust collection filter screen failure based on temperature correction.
该方法在采用检测集尘滤网出入风两侧静压差,以确定其效用的方法基础上,考虑到由于环境温度的波动而引起干空气密度变化进而造成该静压差的不确定性扰动,影响其检测集尘滤网失效的准确性的因素,利用基于温度参数的修正方法进行修正。能够在线估计在同一个基础温度参考值的静压差变化,实现了空气净化器系统集尘滤网故障的在线诊断。Based on the method of detecting the static pressure difference on both sides of the air inlet and outlet of the dust collection filter to determine its effectiveness, this method takes into account the uncertainty disturbance of the static pressure difference caused by the change of the dry air density caused by the fluctuation of the ambient temperature. , the factors that affect the accuracy of detecting the failure of the dust collection filter, are corrected using the correction method based on temperature parameters. The static pressure difference change at the same basic temperature reference value can be estimated online, and the online diagnosis of the dust collection filter screen fault of the air purifier system is realized.
本发明提供了一种基于温度修正的集尘滤网失效静压差检测方法,包括如下步骤:第一步骤:搭建集尘滤网失效检测实验系统,其中在空气净化器系统中布置集尘滤网的静压差采集模块、上位机和故障报警器;第二步骤:建立数据采集和记录系统;第三步骤:使空气净化器在实验环境中连续运行,同时上位机实时监控空气净化器系统的集尘滤网的静压差P(k)和环境温度T(k),k表示当前运行时刻,并利用上位机数据采集和记录系统记录空气净化器运行的总时长;第四步骤:采用基于环境温度T(k)的修正方法对静压差P(k)进行实时修正,得到同一参考温度值下的修正后的静压差P′(k);第五步骤:在集尘滤网失效时确定故障报警的静压差阀值β;第六步骤:根据静压差阀值β执行空气净化器集尘滤网失效检测。The present invention provides a static pressure difference detection method for dust collection filter failure based on temperature correction. The static pressure difference acquisition module of the network, the host computer and the fault alarm; the second step: establish a data acquisition and recording system; the third step: make the air purifier run continuously in the experimental environment, and the host computer monitors the air purifier system in real time The static pressure difference P(k) and the ambient temperature T(k) of the dust collection filter, k represents the current running time, and use the host computer data acquisition and recording system to record the total running time of the air purifier; the fourth step: adopt The correction method based on the ambient temperature T(k) corrects the static pressure difference P(k) in real time, and obtains the corrected static pressure difference P'(k) under the same reference temperature value; the fifth step: in the dust collection filter Determine the static pressure difference threshold β of the fault alarm when it fails; the sixth step: perform the failure detection of the dust collection filter of the air purifier according to the static pressure difference threshold β.
优选地,所述第四步骤中,采用基于环境温度T(k)的修正方法对静压差P(k)进行实时修正包括:计算k时刻的修正后的静压差P′(k)为式中n≥1T(k)表示环境温度。Preferably, in the fourth step, the real-time correction of the static pressure difference P(k) using a correction method based on the ambient temperature T(k) includes: calculating the corrected static pressure difference P'(k) at time k as In the formula, n≥1T(k) represents the ambient temperature.
优选地,所述第六步骤中根据静压差阀值β执行空气净化器集尘滤网失效检测包括:上位机判断当前时刻的残差e(k)=||P′(k)-P′(0)||和静压差阀值β的大小,当残差e(k)大于静压差阀值β时,故障报警器发出报警。Preferably, in the sixth step, performing the failure detection of the dust collection filter of the air purifier according to the static pressure difference threshold β includes: the host computer judges the residual e(k)=||P'(k)-P at the current moment ′(0)|| and the static pressure difference threshold β, when the residual e(k) is greater than the static pressure difference threshold β, the fault alarm will send out an alarm.
将本发明的上述方法应用于相关空气净化器系统的集尘滤网失效检测,其中修正方法可通过编程来完成,更可进一步降低了产品硬件成本并提高了系统的灵活性,可靠性和准确性。本发明的有益效果在于:本发明温度修正的集尘滤网失效静压差检测方法,具有诊断集尘滤网失效的能力,同时又具有较强的灵敏度和鲁棒性,克服现有技术对于集尘滤网检测时误报、检测精度差等缺陷。可广泛应用于各类空气净化设备的集尘滤网的检测。Applying the above-mentioned method of the present invention to the failure detection of the dust collection filter of the relevant air purifier system, wherein the correction method can be completed by programming, which can further reduce the product hardware cost and improve the flexibility, reliability and accuracy of the system sex. The beneficial effect of the present invention is that: the temperature-corrected static pressure difference detection method for the failure of the dust collection filter of the present invention has the ability to diagnose the failure of the dust collection filter, and at the same time has strong sensitivity and robustness, and overcomes the existing technology for Defects such as false alarms and poor detection accuracy during dust filter detection. It can be widely used in the detection of dust collection filters of various air purification equipment.
附图说明Description of drawings
图1为本发明实现的主要检测硬件结构设计框图;Fig. 1 is the main detection hardware structure design block diagram that the present invention realizes;
图2为本发明实施例的基于温度修正的集尘滤网静压差失效检测方法的流程图;Fig. 2 is a flow chart of a temperature-corrected static pressure difference failure detection method for a dust collection filter according to an embodiment of the present invention;
图3为本发明空气净化器集尘滤网进出口两侧的静压差变化趋势图;Fig. 3 is the change trend diagram of the static pressure difference on both sides of the inlet and outlet of the dust collection filter screen of the air purifier of the present invention;
图4为本发明基于温度修正以后的空气净化器集尘滤网进出口两侧的静压差变化趋势图。Fig. 4 is a trend diagram of the static pressure difference between the inlet and outlet of the dust collection filter of the air purifier after temperature correction according to the present invention.
需要说明的是,附图用于说明本发明,而非限制本发明。It should be noted that the accompanying drawings are used to illustrate the present invention, but not to limit the present invention.
具体实施方式detailed description
为了使本发明的内容更加清楚和易懂,以下通过本发明的具体实施例对本发明作进一步说明。In order to make the content of the present invention clearer and easier to understand, the present invention will be further described below through specific embodiments of the present invention.
实现方法首先如图1所示硬件结构框图建立静压差检测硬件系统,本发明在不改变空气净化器整体结构的基础上,在其净出口1加入特殊布局的压力采集装置2,利用相关的管道3引出可测量的静压差。通过合适量程的高精度的压差传感器4获得静压差的标准电信号,编制相关软件实现静压差原始数据的计算机采集、滤波和记录,通过基于数据采集、检测、编制的软件部分通过A/D转换采集设备采集、记录和分析相关数据,实时判断空气净化器是否有失效。The realization method first establishes the static pressure difference detection hardware system as shown in the hardware structure block diagram in Fig. Conduit 3 leads to a measurable static pressure difference. The standard electric signal of the static pressure difference is obtained through the high-precision differential pressure sensor 4 with a suitable range, and the relevant software is compiled to realize the computer acquisition, filtering and recording of the original data of the static pressure difference. /D conversion acquisition equipment collects, records and analyzes relevant data, and judges whether the air purifier is invalid in real time.
图2为根据本发明实施例的基于温度修正的集尘滤网静压差失效检测方法的流程图。如图2所示,根据本发明具体实施的基于温度修正的集尘滤网静压差失效检测方法可包括如下步骤:Fig. 2 is a flowchart of a method for detecting failure of a static pressure difference of a dust collection filter based on temperature correction according to an embodiment of the present invention. As shown in Figure 2, the method for detecting the failure of the static pressure difference of the dust collection filter based on temperature correction according to the embodiment of the present invention may include the following steps:
第一步骤S1:搭建集尘滤网失效检测实验系统,其中该系统包括:集尘滤网的静压差采集模块、上位机和故障报警器;The first step S1: Build the dust collection filter failure detection experimental system, which includes: the static pressure difference acquisition module of the dust collection filter, the host computer and the fault alarm;
第二步骤S2:将所述静压差采集模块设置于空气净化器中以采集静压差数据,从而建立了数据采集和记录系统;Second step S2: setting the static pressure difference acquisition module in the air purifier to collect static pressure difference data, thereby establishing a data acquisition and recording system;
第三步骤S3:空气净化器在实验环境中连续运行(同时,作为数据采集和记录系统的所述静压差采集模块采集静压差数据),而且上位机实时监控空气净化器系统的集尘滤网的静压差P(k)和环境温度T(k),k当前运行时刻,并利用数据采集和记录系统记录空气净化器运行的总时长;The third step S3: the air cleaner runs continuously in the experimental environment (at the same time, the static pressure difference acquisition module as the data acquisition and recording system collects the static pressure difference data), and the upper computer monitors the dust collection of the air cleaner system in real time The static pressure difference P(k) of the filter screen and the ambient temperature T(k), k the current running time, and use the data acquisition and recording system to record the total running time of the air purifier;
第四步骤S4:采用基于环境温度T(k)的修正方法对静压差P(k)进行实时修正,计算得到同一参考温度值下的修正后的静压差P′(k):The fourth step S4: Use the correction method based on the ambient temperature T(k) to correct the static pressure difference P(k) in real time, and calculate the corrected static pressure difference P'(k) at the same reference temperature value:
第五步骤S5:在集尘滤网失效时确定故障报警的静压差阀值β;The fifth step S5: determine the static pressure difference threshold β for fault alarm when the dust collection filter fails;
第六步骤S6:根据静压差阀值β,执行空气净化器集尘滤网失效检测。具体地,例如,上位机通过例如检测系统和修正方法,判断当前时刻的残差e(k)=||P′(k)-P′(0)||和静压差阀值β的大小,当残差e(k)大于静压差阀值β时,故障报警器即发出故障(失效)报警。The sixth step S6: according to the static pressure difference threshold β, perform the failure detection of the dust collection filter of the air purifier. Specifically, for example, the upper computer judges the residual error e(k)=||P'(k)-P'(0)|| and the size of the static pressure difference threshold β , when the residual e(k) is greater than the static pressure difference threshold β, the fault alarm will issue a fault (failure) alarm.
如图3所示本发明实施例中的空气净化器集尘滤网进出口两侧的静压差变化趋势图。在所示的趋势图实例中,横轴为时间,单位是天,纵轴为静压差,单位为Pa。从图3中可以看出,当实际启动空气净化器时,在前32天,本发明所设计检测系统获得静压差在逐渐变大,符合实际预期。而在后续的试验中,其变化不明显,和实际情况存在偏差。Fig. 3 shows the variation trend diagram of the static pressure difference on both sides of the inlet and outlet of the dust collection filter screen of the air purifier in the embodiment of the present invention. In the example of the trend graph shown, the horizontal axis is time and the unit is day, and the vertical axis is static pressure difference and the unit is Pa. It can be seen from Fig. 3 that when the air purifier is actually started, in the first 32 days, the static pressure difference obtained by the detection system designed by the present invention is gradually increasing, which is in line with actual expectations. However, in subsequent experiments, the change was not obvious, and there was a deviation from the actual situation.
显然,这样的偏差是由于后期实验室,环境温度的影响造成的。如图4所示,本发明将静压差做了温度修正后,其变化趋势符合预期,即可获得本发明的集尘滤网失效时确定故障报警的静压差阀值。获得该阀值,即可实现空气净化器集尘滤网失效检测。Obviously, such a deviation is caused by the influence of the laboratory and ambient temperature in the later period. As shown in Fig. 4, after the static pressure difference is corrected for temperature in the present invention, the change trend is in line with expectations, and the static pressure difference threshold value for determining the fault alarm when the dust collection filter of the present invention fails can be obtained. Obtaining the threshold value can realize the failure detection of the dust collection filter of the air purifier.
需要说明的是,除非特别指出,否则说明书中的术语“第一”、“第二”、“第三”等描述仅仅用于区分说明书中的各个组件、元素、步骤等,而不是用于表示各个组件、元素、步骤之间的逻辑关系或者顺序关系等。It should be noted that, unless otherwise specified, the terms "first", "second", "third" and other descriptions in the specification are only used to distinguish each component, element, step, etc. in the specification, rather than to express The logical relationship or sequence relationship between various components, elements, and steps, etc.
可以理解的是,虽然本发明已以较佳实施例披露如上,然而上述实施例并非用以限定本发明。对于任何熟悉本领域的技术人员而言,在不脱离本发明技术方案范围情况下,都可利用上述揭示的技术内容对本发明技术方案作出许多可能的变动和修饰,或修改为等同变化的等效实施例。因此,凡是未脱离本发明技术方案的内容,依据本发明的技术实质对以上实施例所做的任何简单修改、等同变化及修饰,均仍属于本发明技术方案保护的范围内。It can be understood that although the present invention has been disclosed above with preferred embodiments, the above embodiments are not intended to limit the present invention. For any person skilled in the art, without departing from the scope of the technical solution of the present invention, the technical content disclosed above can be used to make many possible changes and modifications to the technical solution of the present invention, or be modified to be equivalent to equivalent changes. Example. Therefore, any simple modifications, equivalent changes and modifications made to the above embodiments according to the technical essence of the present invention, which do not deviate from the technical solution of the present invention, still fall within the protection scope of the technical solution of the present invention.
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CN110346605B (en) * | 2019-08-01 | 2021-05-07 | 中国商用飞机有限责任公司 | Method and system for aircraft airspeed calibration based on static pressure error correction |
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JPS59108938A (en) * | 1982-12-14 | 1984-06-23 | Isuzu Motors Ltd | Replacement time indicating device for liquid filter element |
US4719791A (en) * | 1986-12-05 | 1988-01-19 | Ets, Inc. | Individual filter bag monitoring system for baghouses |
CN2634482Y (en) * | 2003-07-04 | 2004-08-18 | 天津大学 | Full serial air filter property detector |
CN1484012A (en) * | 2003-08-04 | 2004-03-24 | 伍华本 | Sensor system for pressure difference type detecting filter blocking state |
CN100408144C (en) * | 2006-06-16 | 2008-08-06 | 天津市海光空调净化技术咨询有限公司 | Filter-efficiency inspection system for efficient and super-efficient air filter |
CN101915675B (en) * | 2010-07-22 | 2012-12-19 | 中科华核电技术研究院有限公司 | Filter performance detection method and device |
CN201828487U (en) * | 2010-10-27 | 2011-05-11 | 中国建筑科学研究院 | Dynamic performance testing device of filtering materials at high temperature |
CN102188868B (en) * | 2011-04-10 | 2013-08-14 | 江苏香江科技股份有限公司 | Device and method for monitoring filter screen of outdoor equipment room fresh air ventilating system |
CN103499512B (en) * | 2013-09-23 | 2015-06-03 | 同济大学 | Air-pressure-adjustable performance testing device for air filtering material and application thereof |
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