CN105510548A - Water quality real-time monitoring system instrument calibration method for complex water environment - Google Patents

Water quality real-time monitoring system instrument calibration method for complex water environment Download PDF

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CN105510548A
CN105510548A CN201610075610.7A CN201610075610A CN105510548A CN 105510548 A CN105510548 A CN 105510548A CN 201610075610 A CN201610075610 A CN 201610075610A CN 105510548 A CN105510548 A CN 105510548A
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water quality
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潘红卫
韩宇平
刘中培
代小平
肖恒
黄会平
王富强
魏怀斌
王春颖
贾冬冬
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North China University of Water Resources and Electric Power
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Abstract

The invention discloses a water quality real-time monitoring system instrument calibration method for a complex water environment. A sensor probe for sensing specific water quality parameters is placed into a water body to be monitored; an electric signal is read by utilizing a computer and is taken as a horizontal ordinate; accurate concentration parameters of the water quality to be measured are obtained by other methods; the measurement results are taken as a longitudinal ordinate; a regression curve is established; multi-point calibration is directly performed by taking the water to be measured as a standard solution. According to the calibration method, the real-time characteristics of the water quality can be described accurately on the basis of the conventional instrument calibration technology, and by combing the characteristics of complexity of the water environment and adopting the data monitored in real time; a field test is performed by the device involved in the calibration method in underground water; results show that the measurement results are relatively accurate on that day and the subsequent measurement results are far from the actual concentration when the instrument is calibrated by utilizing the conventional method, while the real-time measurement results are relatively identical with laboratory analysis results within one week of continuous monitoring when the instrument is calibrated by utilizing the method.

Description

一种用于复杂水环境的水质实时监测系统仪器校准方法A method for calibrating instruments of a water quality real-time monitoring system for complex water environments

技术领域 technical field

本发明属于环保监测技术领域,具体涉及一种适用于复杂水环境的水质实时监测系统仪器校准方法。 The invention belongs to the technical field of environmental protection monitoring, and in particular relates to an instrument calibration method for a real-time water quality monitoring system suitable for complex water environments.

背景技术 Background technique

随着生态环境问题的日益凸显,无论国际社会还是中国国内对水环境的保护越来越重视,水质监测和评价成为政府部门的环保决策的重要依据。由于我国幅员辽阔、地形地貌复杂等因素的影响,区域大范围、长系列的监测依靠传统的人工监测费时费力,甚至无法实现,实时自动监测成为目前国内外的普遍趋势,欧美国家在地表水和地下水实时监测系统的研发上要比我国先进,这些仪器在我国水环境监测中发挥着重要作用。然而,在应用过程中发现,各种实时监测仪器在试验过程能够准确测定水质,在复杂水环境下却无法得到满意的结果,这主要是由于在一些复杂的水环境中存在各种因素的干扰,包括一系列外界环境因素以及水体中其他干扰离子的变动,这就决定了在实验室校准后在这些复杂水环境中无法准确测定污染物的浓度,这成为制约水质实时监测技术应用和发展的重要瓶颈,基于上述原因,一种适用于复杂水环境特征的水质实时监测系统仪器校准方法的建立成为目前的重大需求。 With the increasingly prominent ecological and environmental problems, both the international community and China have paid more and more attention to the protection of the water environment. Water quality monitoring and evaluation have become an important basis for government departments to make environmental protection decisions. Due to the influence of my country's vast territory, complex topography and other factors, large-scale and long-term monitoring of the region is time-consuming and labor-intensive, or even impossible to achieve by relying on traditional manual monitoring. Real-time automatic monitoring has become a common trend at home and abroad. The research and development of groundwater real-time monitoring system is more advanced than that of our country, and these instruments play an important role in the monitoring of water environment in our country. However, in the application process, it is found that various real-time monitoring instruments can accurately measure water quality during the test process, but cannot obtain satisfactory results in complex water environments. This is mainly due to the interference of various factors in some complex water environments , including a series of external environmental factors and changes in other interfering ions in the water body, this determines that the concentration of pollutants cannot be accurately measured in these complex water environments after laboratory calibration, which has become a constraint for the application and development of real-time water quality monitoring technology An important bottleneck. Based on the above reasons, the establishment of a real-time water quality monitoring system instrument calibration method suitable for complex water environment characteristics has become a major demand at present.

发明内容 Contents of the invention

为此,本发明所要解决的问题在于如何结合现有技术同时兼顾水环境复杂性的问题,进而提出一种科学易行、适用于复杂水环境条件下的仪器校准方法。 Therefore, the problem to be solved by the present invention is how to combine the existing technology while taking into account the complexity of the water environment, and then propose a scientific and easy-to-operate instrument calibration method suitable for complex water environment conditions.

本发明的目的是以下述技术方案实现的: The purpose of the present invention is achieved with the following technical solutions:

一种用于复杂水环境的水质实时监测系统仪器校准方法,通过将感应特定水质参数的传感器探头放置到待测的水体中,利用计算机实时读取电信号,作为横坐标,并以其他方法得到准确的待测定水质参数浓度,以测定结果作为纵坐标,建立回归曲线,将待测水作为标准溶液直接进行多点校准。 A water quality real-time monitoring system instrument calibration method for complex water environments, by placing the sensor probe that senses a specific water quality parameter in the water body to be measured, using a computer to read the electrical signal in real time, as the abscissa, and using other methods to obtain Accurate concentration of the water quality parameters to be measured, use the measurement results as the ordinate, establish a regression curve, and use the water to be tested as a standard solution for direct multi-point calibration.

在校准过程中,需要将传感器探头浸入待测水体中,每隔4-6min时间间隔读取一次数据,直至电信号稳定时将稳定电信号作为横坐标,取传感器探头浸入处的待测水体用其他方法得到其准确浓度,作为纵坐标;确定1个电信号的测定时间应不超过30分钟,当30分钟内电信号仍未稳定,则重新计时。 During the calibration process, it is necessary to immerse the sensor probe in the water body to be measured, and read the data every 4-6 minutes until the electrical signal is stable. The stable electrical signal is used as the abscissa, and the water body to be measured where the sensor probe is immersed is used for The exact concentration obtained by other methods is used as the ordinate; the measurement time for determining one electrical signal should not exceed 30 minutes, and when the electrical signal is still not stable within 30 minutes, restart the timing.

电信号稳定指:30分钟内电信号变化幅度不超过5%,或电信号出现两次峰值和两次谷值之后,下次电信号与上述峰值、谷值平均值相差不超过5%时,认为其为稳定值。 Stable electrical signal means: within 30 minutes, the variation range of the electrical signal does not exceed 5%, or after the electrical signal has two peaks and two valleys, when the next electrical signal differs from the average value of the above peaks and valleys by no more than 5%, considered to be a stable value.

校准曲线需要两个及以上对应的电信号和浓度。 The calibration curve requires two or more corresponding electrical signals and concentrations.

每隔25-35天对该方法进行预测验证,当测定误差超出容限时,需重新进行校准。 The method is predicted and verified every 25-35 days. When the measurement error exceeds the tolerance, it needs to be re-calibrated.

本发明的上述技术方案相比现有技术具有以下特点:1、本方法依托于现有仪器校正技术,同时结合水环境复杂性特征;2、本装置采用实时监测数据,能够准确刻画水质的实时特征;3、申请人将本发明中所述装置在地下水中开展现场试验,结果表明,利用常规方法校准,其测定结果只能保证当天较为准确,之后测量结果远远偏离实际浓度,而利用本方法在连续监测的一周时间内,其实时测定与实验室分析结果较为吻合。综合上述三点,本方法具有广阔的应用前景。 Compared with the prior art, the above-mentioned technical solution of the present invention has the following characteristics: 1. This method relies on the existing instrument calibration technology, and at the same time combines the complex characteristics of the water environment; 2. The device uses real-time monitoring data, which can accurately describe the real-time Features; 3, the applicant carried out the field test of the device described in the present invention in groundwater, and the results showed that, using conventional methods to calibrate, the measurement results can only guarantee that the day is more accurate, and then the measurement results deviate far from the actual concentration, while using this method Methods During the continuous monitoring period of one week, the real-time determination is in good agreement with the laboratory analysis results. Based on the above three points, this method has broad application prospects.

附图说明 Description of drawings

图1是本发明校准工作示意图; Fig. 1 is a schematic diagram of calibration work of the present invention;

图2是采用本方法和实验室得到的校准曲线; Fig. 2 is the calibration curve that adopts this method and laboratory to obtain;

图3是连续7天内采用本方法和实验室得到的校准曲线得到的测定结果。 Fig. 3 is the measurement result obtained by using this method and the calibration curve obtained in the laboratory within 7 consecutive days.

具体实施方式 detailed description

一种用于复杂水环境的水质实时监测系统仪器校准方法,通过现场将感应特定水质参数的传感器探头放置到待测的环境复杂的水体中,利用计算机实时读取电信号,作为横坐标,并以其他方法如化学、电化学得到准确的待测定水质参数浓度,以测定结果作为纵坐标,建立回归曲线,将待测水作为标准溶液直接进行多点校准。 A water quality real-time monitoring system instrument calibration method for complex water environments, by placing sensor probes that sense specific water quality parameters in the complex water body to be measured on site, using a computer to read electrical signals in real time, as abscissas, and Use other methods such as chemistry and electrochemistry to obtain accurate concentrations of water quality parameters to be measured, use the measurement results as the ordinate, establish a regression curve, and use the water to be tested as a standard solution for direct multi-point calibration.

在校准过程中,需要将传感器探头浸入待测水体中,每隔4-6min时间间隔读取一次数据,直至电信号稳定时将稳定电信号作为横坐标,取传感器探头浸入处的待测水体用其他方法得到其准确浓度,作为纵坐标,此时可确定校准曲线上的一个点;确定1个电信号的测定时间应不超过30分钟,当30分钟内电信号仍未稳定,此时的水质可能已发生变化,则重新计时;电信号稳定指:30分钟内电信号变化幅度不超过5%,或电信号出现两次峰值和两次谷值之后,下次电信号与上述峰值、谷值平均值相差不超过5%时,认为其为稳定值。 During the calibration process, it is necessary to immerse the sensor probe in the water body to be measured, and read the data every 4-6 minutes until the electrical signal is stable. The stable electrical signal is used as the abscissa, and the water body to be measured where the sensor probe is immersed is used for The exact concentration obtained by other methods is used as the ordinate, and a point on the calibration curve can be determined at this time; the measurement time for determining an electrical signal should not exceed 30 minutes, and when the electrical signal is still not stable within 30 minutes, the water quality at this time If there may have been a change, restart the timing; the stability of the electrical signal means that the electrical signal does not change more than 5% within 30 minutes, or after the electrical signal has two peaks and two valleys, the next electrical signal will be the same as the above peaks and valleys. When the average value differs by no more than 5%, it is considered as a stable value.

当确定上述标准曲线上的一个点后,重复上述步骤,确定另一电信号对应的现场测定浓度,确定校准曲线的第二个点,当需要准确地定量时,可用5~9点确定校准曲线,通常2~3个点即可。 After determining a point on the above standard curve, repeat the above steps to determine the on-site measurement concentration corresponding to another electrical signal, and determine the second point of the calibration curve. When accurate quantification is required, 5 to 9 points can be used to determine the calibration curve , usually 2~3 points are enough.

应定期对该方法进行预测验证,一般为25-35天,当测定误差超出容限时,需重新进行校准。该方法不仅适用于监测一般地表水和地下水水体时仪器参数的校准,对环境特征复杂、一般实验室校准方法得到的测定结果误差较大、不适用时的地下水适用性更强。 The prediction verification of the method should be carried out regularly, generally 25-35 days, when the measurement error exceeds the tolerance, it needs to be re-calibrated. This method is not only suitable for the calibration of instrument parameters when monitoring general surface water and groundwater, but also has stronger applicability for groundwater with complex environmental characteristics, large errors in measurement results obtained by general laboratory calibration methods, and inapplicability.

下面结合附图对本发明作进一步描述。 The present invention will be further described below in conjunction with the accompanying drawings.

如图1所示,将传感器1的探头浸入待测水体2中,然后将传感器1的USB接口连到电脑3上,打开仪器自带的校正程序软件,然后用电脑3每隔2分钟测定一次水体电压,同时从待测水体中取样品4,利用其它化学、电化学等方法现场测定其浓度,当电信号稳定后,将样品4的实测浓度填到校正软件中对应的浓度处,确认后添加1行,按照上述方法,在程序中输入另一个浓度,确认,这样通过确定2~9个点,绘制确定标准曲线,以后就可自动监测水质,在监测过程中需要经过一段时间后验证结果是否还符合标准曲线,不符合的话再次进行校准。 As shown in Figure 1, immerse the probe of the sensor 1 into the water body 2 to be tested, then connect the USB interface of the sensor 1 to the computer 3, open the calibration program software that comes with the instrument, and then use the computer 3 to measure once every 2 minutes At the same time, take sample 4 from the water body to be tested, and use other chemical, electrochemical and other methods to measure its concentration on site. When the electrical signal is stable, fill in the actual measured concentration of sample 4 to the corresponding concentration in the calibration software, and confirm Add 1 line, follow the above method, enter another concentration in the program, and confirm, so that by determining 2 to 9 points, draw a standard curve, and then automatically monitor the water quality, and verify the results after a period of time during the monitoring process Whether it still conforms to the standard curve, if not, perform calibration again.

下面采用本方法及实验室校准方法对比检测氯离子的结果。 The following uses this method and the laboratory calibration method to compare the results of detecting chloride ions.

首先,在实验室内利用化学试剂配置标准溶液,并在实验室内校准仪器,监测某地区监测井中污染物Cl-浓度一周,并记录数据,另外,采用本方法,在现场取水样用化学或电化学等方法测定水体中污染物浓度,将传感器探头浸入上述监测井水中,待电信号稳定后,进行校准,并对水体污染物浓度Cl-监测一周,并记录数据,实验室校准曲线和本方法确定的标准曲线,如图2所示,采用两种方法一周的监测结果如附图3所示,可以看出第7天实验室校准方法测定的Cl-浓度严重偏离地下水中Cl-的真实浓度,而本方法的结果依然较为符合实际。 First of all, use chemical reagents to configure standard solutions in the laboratory, and calibrate the instrument in the laboratory, monitor the concentration of pollutants in a monitoring well in a certain area for one week, and record the data. or electrochemical methods to measure the concentration of pollutants in the water body, immerse the sensor probe into the above-mentioned monitoring well water, calibrate after the electrical signal is stable, and monitor the concentration of the pollutant Cl in the water body for a week, and record the data, laboratory calibration curve and The standard curve determined by this method is shown in Figure 2, and the monitoring results of the two methods for one week are shown in Figure 3. It can be seen that the Cl - concentration measured by the laboratory calibration method on the 7th day seriously deviates from the Cl - in groundwater. However, the results of this method are still more in line with reality.

申请者开展的上述实验表明,至少在一周以内本方法能够准确测定复杂水环境中污染物的浓度,但长期监测时仍需要定期结合实测值进行验证或修正,以确保水环境干扰因子发生突变而导致监测结果偏离实际。 The above experiments carried out by the applicant show that this method can accurately measure the concentration of pollutants in complex water environments for at least one week, but it still needs to be verified or corrected regularly in combination with the measured values during long-term monitoring, so as to ensure that the disturbance factors in the water environment are not affected by sudden changes. The monitoring results deviate from reality.

Claims (5)

1.一种用于复杂水环境的水质实时监测系统仪器校准方法,其特征在于:通过将感应特定水质参数的传感器探头放置到待测的水体中,利用计算机实时读取电信号,作为横坐标,并以其他方法得到准确的待测定水质参数浓度,以测定结果作为纵坐标,建立回归曲线,将待测水作为标准溶液直接进行多点校准。 1. A water quality real-time monitoring system instrument calibration method for complex water environment, it is characterized in that: by the sensor probe of induction specific water quality parameter being placed in the water body to be measured, utilize computer to read electric signal in real time, as abscissa , and obtain the accurate concentration of the water quality parameters to be measured by other methods, and use the measurement results as the ordinate to establish a regression curve, and use the water to be tested as a standard solution for direct multi-point calibration. 2.如权利要求1所述的用于复杂水环境的水质实时监测系统仪器校准方法,其特征在于:在校准过程中,需要将传感器探头浸入待测水体中,每隔4-6min时间间隔读取一次数据,直至电信号稳定时将稳定电信号作为横坐标,取传感器探头浸入处的待测水体用其他方法得到其准确浓度,作为纵坐标;确定1个电信号的测定时间应不超过30分钟,当30分钟内电信号仍未稳定,则重新计时。 2. The instrument calibration method for the real-time monitoring system of water quality in complex water environment as claimed in claim 1, characterized in that: in the calibration process, the sensor probe needs to be immersed in the water body to be measured, and read at intervals of 4-6min. Take the data once until the electrical signal is stable, take the stable electrical signal as the abscissa, take the water body to be measured where the sensor probe is immersed and use other methods to obtain its accurate concentration, and use it as the ordinate; the measurement time of one electrical signal should not exceed 30 Minutes, when the electrical signal is still not stable within 30 minutes, restart the timer. 3.如权利要求2所述的用于复杂水环境的水质实时监测系统仪器校准方法,其特征在于电信号稳定指:30分钟内电信号变化幅度不超过5%,或电信号出现两次峰值和两次谷值之后,下次电信号与上述峰值、谷值平均值相差不超过5%时,认为其为稳定值。 3. The instrument calibration method for a real-time water quality monitoring system for complex water environments as claimed in claim 2, characterized in that the electrical signal stability refers to: within 30 minutes, the amplitude of the electrical signal does not exceed 5%, or the electrical signal has two peaks After two valleys and two valleys, when the difference between the next electrical signal and the average value of the above peaks and valleys does not exceed 5%, it is considered to be a stable value. 4.如权利要求1所述的用于复杂水环境的水质实时监测系统仪器校准方法,其特征在于:校准曲线需要两个及以上对应的电信号和浓度。 4. The instrument calibration method for a real-time water quality monitoring system for complex water environments as claimed in claim 1, wherein the calibration curve requires two or more corresponding electrical signals and concentrations. 5.如权利要求1所述的用于复杂水环境的水质实时监测系统仪器校准方法,其特征在于:每隔25-35天对该方法进行预测验证,当测定误差超出容限时,需重新进行校准。 5. The instrument calibration method for the real-time monitoring system of water quality in complex water environment as claimed in claim 1, characterized in that: the method is predicted and verified every 25-35 days, and when the measurement error exceeds the tolerance, it needs to be re-performed calibration.
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CN110346257A (en) * 2019-05-16 2019-10-18 华北水利水电大学 A method of measuring native stone mixture infiltration process
CN111323544A (en) * 2020-03-27 2020-06-23 沈阳沃尔鑫环保科技有限公司 Calibration method and system based on miniature air quality monitoring instrument
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CN106018505A (en) * 2016-05-10 2016-10-12 交通运输部公路科学研究所 Calibration method for concrete chlorine ion content meter
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CN111323544B (en) * 2020-03-27 2022-09-20 沈阳沃尔鑫环保科技有限公司 Calibration method and system based on miniature air quality monitoring instrument
CN115060867A (en) * 2022-06-27 2022-09-16 广州喜露宝科技有限公司 High-precision water quality monitoring method capable of realizing continuous calibration
CN115639335A (en) * 2022-10-20 2023-01-24 石家庄瑞澳科技有限公司 Water quality monitoring data calibration method, system and computer readable storage medium

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Application publication date: 20160420