CN111964797B - Temperature measuring equipment self-learning temperature measuring method, temperature measuring system and temperature measuring equipment - Google Patents
Temperature measuring equipment self-learning temperature measuring method, temperature measuring system and temperature measuring equipment Download PDFInfo
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- CN111964797B CN111964797B CN202010878982.XA CN202010878982A CN111964797B CN 111964797 B CN111964797 B CN 111964797B CN 202010878982 A CN202010878982 A CN 202010878982A CN 111964797 B CN111964797 B CN 111964797B
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K1/00—Details of thermometers not specially adapted for particular types of thermometer
- G01K1/02—Means for indicating or recording specially adapted for thermometers
- G01K1/022—Means for indicating or recording specially adapted for thermometers for recording
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K1/00—Details of thermometers not specially adapted for particular types of thermometer
- G01K1/02—Means for indicating or recording specially adapted for thermometers
- G01K1/026—Means for indicating or recording specially adapted for thermometers arrangements for monitoring a plurality of temperatures, e.g. by multiplexing
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01K—MEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
- G01K1/00—Details of thermometers not specially adapted for particular types of thermometer
- G01K1/20—Compensating for effects of temperature changes other than those to be measured, e.g. changes in ambient temperature
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Abstract
The invention discloses a self-learning temperature measuring method of temperature measuring equipment, which comprises the following steps: setting a temperature fluctuation threshold value of the temperature measuring equipment at the ambient temperature and the ambient temperature after starting up, and obtaining a test variance and a test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold value at the ambient temperature; when the field temperature changes suddenly, the temperature measuring equipment records a first test temperature of a temperature measuring object; recording a second test temperature of the temperature measurement object in the next unit time period, and recording a third test temperature of the temperature measurement object in the next unit time period; judging the state of the temperature measurement object according to the recorded first test temperature, the second test temperature and the third test temperature; the invention aims to provide a temperature measuring device self-learning temperature measuring method, system and device, and aims to solve the problem that in the prior art, the temperature measuring mode depends on the device, so that more false alarm situations occur in temperature measurement.
Description
Technical Field
The invention relates to the field of electric appliances, in particular to a self-learning temperature measuring method, a self-learning temperature measuring system and self-learning temperature measuring equipment for temperature measuring equipment.
Background
Due to the influence of external factors such as environment and self errors of the sensor, the measured temperature fluctuates by plus or minus 0.7 ℃, so that the frequency of false alarm in the test is higher.
Disclosure of Invention
The invention aims to provide a self-learning temperature measurement method, a self-learning temperature measurement system and a self-learning temperature measurement device of temperature measurement equipment, and aims to solve the problem that in the prior art, the temperature measurement mode depends on the equipment, so that more false alarm situations occur in temperature measurement.
In order to achieve the purpose, the technical scheme of the invention is as follows:
a self-learning temperature measurement method of temperature measurement equipment comprises the following steps: setting a temperature fluctuation threshold value of the temperature measuring equipment at the ambient temperature and the ambient temperature after starting up, and obtaining a test variance and a test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold value at the ambient temperature; when the field temperature changes suddenly, the temperature measuring equipment records a first test temperature of a temperature measuring object; recording a second test temperature of the temperature measurement object in the next unit time period, and recording a third test temperature of the temperature measurement object in the next unit time period; judging the state of the temperature measurement object according to the recorded first test temperature, the second test temperature and the third test temperature; and acquiring the actual temperature corresponding to the ambient temperature according to the recorded test variance and test gain.
The method comprises the steps of analyzing a current environment temperature and a temperature fluctuation threshold value through temperature measurement equipment, recording a test variance and a test gain under the current environment temperature, determining a reasonable temperature floating range by using the test variance and the test gain, recording by using temperature measurement data in a unit time period, obtaining a first test temperature, a second test temperature and a third test temperature by combining the temperature measurement equipment under the condition of abrupt change of field temperature, obtaining a more reasonable evaluation temperature by combining the first test temperature, the second test temperature and the third test temperature, and improving the accuracy of temperature measurement of the temperature measurement equipment by combining the evaluation temperature with the obtained test variance and the test gain, so that the problem of more false alarm conditions in temperature measurement can be solved.
In addition, after the temperature measuring equipment is started, the first test temperature, the second test temperature and the third test temperature are obtained for the temperature measuring object, so that a user can obtain comparison information by combining the test temperatures for judging the state of the temperature measuring object.
Further, the step of setting the temperature fluctuation threshold of the temperature measuring device after the temperature measuring device is started up and recording the ambient temperature and the ambient temperature, and obtaining the test variance and the test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold at the ambient temperature further comprises:
setting a plurality of environment temperatures recorded after the temperature measuring equipment is started, wherein a temperature fluctuation threshold, a test variance and a test gain are correspondingly arranged at each environment temperature; according to the temperature of the temperature measuring environment, the temperature measuring equipment calls a corresponding temperature fluctuation threshold, a test variance and a test gain under each environment temperature.
Further, the step of recording the second test temperature of the object to be measured in the next unit time period and recording the third test temperature of the object to be measured in the next unit time period further includes:
and when the data between the second test temperature and the third test temperature have larger difference, acquiring the temperature data for odd times by using temperature measuring equipment, reordering the temperature data for odd times, and taking the intermediate value as the fourth test temperature.
Further, the step of recording the second test temperature of the object to be measured in the next unit time period and recording the third test temperature of the object to be measured in the next unit time period further includes:
and rounding the second test temperature and the third test temperature to obtain the evaluation temperature.
Further, the testing gain, the testing variance and the actual temperature are performed according to the following methods:
g is p/(p + r), g is recorded as the test gain of the temperature test, p is the test variance of the temperature test data, and r is the peak value of the temperature fluctuation threshold;
p ═ 1-g × P, and P is recorded as the test variance of the temperature test;
and X is X + g (m-X), wherein X is recorded as the actual temperature of the temperature test, g is recorded as the test gain of the temperature test, m is recorded as the environment temperature of the temperature test, and X is recorded as the value of the first test temperature of the temperature test.
The present invention also provides a temperature measurement system, including:
the recording device is used for recording the ambient temperature, the temperature fluctuation threshold value under the ambient temperature, the second test temperature of the temperature measurement object in the next unit time period and the third test temperature of the temperature measurement object in the next unit time period;
the processing device is connected with the recording device and is used for obtaining a test variance and a test gain at the ambient temperature according to the recorded ambient temperature and a temperature fluctuation threshold at the ambient temperature, judging the state of a temperature measurement object according to the recorded first test temperature, the recorded second test temperature and the recorded third test temperature, and obtaining an actual temperature corresponding to the ambient temperature according to the recorded test variance and the recorded test gain;
when the data between the second test temperature and the third test temperature have a large difference, the recording device is further used for acquiring odd-number-time temperature data by using temperature measuring equipment, reordering the odd-number-time temperature data, and taking a middle value as a fourth test temperature; rounding the second test temperature and the third test temperature to obtain evaluation temperatures;
the processing device is further used for judging that the temperature measurement object is in an abnormal state when the data among the second test temperature, the third test temperature and the first test temperature have large difference.
Further, the unit time period is a fixed time period, a working day or a non-working day.
The invention also provides temperature measuring equipment comprising the temperature measuring system.
For a better understanding and practice, the invention is described in detail below with reference to the accompanying drawings.
Drawings
FIG. 1 is a flow chart of a temperature measuring device self-learning temperature measuring method according to one embodiment of the invention;
FIG. 2 is a block diagram of a thermometry system according to one embodiment of the present invention.
Detailed Description
In order to better illustrate the invention, the invention is described in further detail below with reference to the accompanying drawings.
FIG. 1 is a flow chart of a temperature measuring device self-learning temperature measuring method according to an embodiment of the invention.
As shown in fig. 1, a self-learning temperature measurement method of a temperature measurement device according to an embodiment of the present invention includes:
s100, setting a temperature fluctuation threshold value of the temperature measuring equipment at the starting-up recording environment temperature and the environment temperature, and obtaining a test variance and a test gain at the environment temperature according to the recorded environment temperature and the temperature fluctuation threshold value at the environment temperature;
s200: when the field temperature changes suddenly, the temperature measuring equipment records a first test temperature of a temperature measuring object;
s300, recording a second test temperature of the temperature measurement object in the next unit time period and recording a third test temperature of the temperature measurement object in the next unit time period;
s400: judging the state of the temperature measurement object according to the recorded first test temperature, the second test temperature and the third test temperature; and acquiring the actual temperature corresponding to the ambient temperature according to the recorded test variance and test gain.
In this embodiment, the first test temperature is used as an estimated temperature of the temperature measurement object.
Further, the step of setting the temperature fluctuation threshold of the temperature measuring device after the temperature measuring device is started up and recording the ambient temperature and the ambient temperature, and obtaining the test variance and the test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold at the ambient temperature further comprises:
setting a plurality of environment temperatures recorded after the temperature measuring equipment is started, wherein a temperature fluctuation threshold, a test variance and a test gain are correspondingly arranged at each environment temperature; according to the temperature of the temperature measuring environment, the temperature measuring equipment calls a corresponding temperature fluctuation threshold, a test variance and a test gain under each environment temperature.
The method comprises the steps of analyzing a current environment temperature and a temperature fluctuation threshold value through temperature measurement equipment, recording a test variance and a test gain under the current environment temperature, determining a reasonable temperature floating range by using the test variance and the test gain, recording by using temperature measurement data in a unit time period, obtaining a first test temperature, a second test temperature and a third test temperature by combining the temperature measurement equipment under the condition of abrupt change of field temperature, obtaining a more reasonable evaluation temperature by combining the first test temperature, the second test temperature and the third test temperature, and improving the accuracy of temperature measurement of the temperature measurement equipment by combining the evaluation temperature with the obtained test variance and the test gain, so that the problem of more false alarm conditions in temperature measurement can be solved.
In addition, after the temperature measuring equipment is started, the first test temperature, the second test temperature and the third test temperature are obtained for the temperature measuring object, so that a user can obtain comparison information by combining the test temperatures for judging the state of the temperature measuring object.
The unit time period may be set by a person skilled in the art according to actual conditions, and the present invention is not limited thereto.
For example, the unit time period may be a natural day, or an arbitrary period of time (i.e., an arbitrary period of time between 00:00 and 23: 59) in a natural day.
According to one embodiment of the invention: step S300, recording a second test temperature of the temperature measurement object in the next unit time period and recording a third test temperature of the temperature measurement object in the next unit time period, and further comprising:
step S3001: and when the data between the second test temperature and the third test temperature have larger difference, acquiring the temperature data for odd times by using temperature measuring equipment, reordering the temperature data for odd times, and taking the intermediate value as the fourth test temperature.
The data between the second test temperature and the third test temperature have a larger difference, the temperature is generally the following two reasons, firstly, the test error of the temperature sensor, secondly, the test object has a sudden abnormal state, the temperature measuring equipment records the problem and measures the temperature measuring object again, and the temperature of the temperature measuring object is basically consistent with the second test temperature and the third test temperature, so that the conclusion that the temperature measuring object is in the abnormal state is correct.
In this embodiment, there is another situation, when the temperature difference between the second test temperature and the third test temperature is large, and the status of the temperature measurement object cannot be determined at this time, the temperature measurement device is used to obtain the temperature data for the odd number of times again, and the temperature data for the odd number of times is reordered, and the intermediate value is taken as the fourth test temperature, and the fourth test temperature and the first test temperature are used to perform the combined analysis of the actual status of the temperature measurement object.
The object to be measured in the present embodiment may be a person, an object having a temperature, an electric appliance capable of generating heat, or the like.
According to one embodiment of the invention: step S300, recording a second test temperature of the temperature measurement object in the next unit time period, and recording a third test temperature of the temperature measurement object in the next unit time period further comprises:
and step S3002, rounding the second test temperature and the third test temperature to be used as evaluation temperatures.
Further, the step of judging the state of the temperature measurement object according to the recorded first test temperature, second test temperature and third test temperature, and obtaining the actual temperature corresponding to the environment temperature according to the recorded test variance and test gain further comprises:
and when the data among the second test temperature, the third test temperature and the first test temperature have larger difference, judging that the temperature measurement object is in an abnormal state.
The temperature of the temperature measurement object is recorded by the temperature measurement equipment in the unit time period, and the actual temperature of the temperature measurement object can be continuously updated, so that the actual temperature of the temperature measurement object approaches to an accurate value, and the temperature measurement requirement of the temperature measurement equipment is continuously approached.
Further, the testing gain, the testing variance and the actual temperature are performed according to the following methods:
g is p/(p + r), g is recorded as the test gain of the temperature test, p is the test variance of the applied temperature measurement equipment, and r is the peak value of the temperature fluctuation threshold;
p ═ 1-g × P, and P is recorded as the test variance of the temperature test;
and X is X + g (m-X), wherein X is recorded as the actual temperature of the temperature test, g is recorded as the test gain of the temperature test, m is recorded as the environment temperature of the temperature test, and X is recorded as the value of the first test temperature of the temperature test.
The peak value of the temperature fluctuation threshold may be set by a person skilled in the art according to the actual state of the field environment, which is not limited by the present invention.
In the following description, a specific numerical value is used,
assuming an ambient temperature of 25 degrees Celsius, it is noted that x is 25
The peak value of the temperature fluctuation threshold of the ambient temperature was set to 0.3 degrees centigrade, and r was set to 0.3
The variance of the thermometry value of the thermometry device, denoted q, is an experimental value of the temperature sensor, since the variance is determined by the sensitivity of the temperature sensor within the thermometry device, and is an artificial approval data.
For example, if we currently measure the ambient temperature of the sensor as m.
The variance obtained over a series of temperature data acquired during the test is denoted p.
The method comprises the following steps:
predicting the maximum fluctuation condition p of the test as p + q;
and calculating the test gain g ═ p/(p + r) at the current ambient temperature, obtaining a gain value in the calculation, and calculating the error gain in the temperature measurement.
Calculating the actual temperature X of the test as X + g (m-X), and taking the current test temperature and the error value possibly occurring in the test into account.
And calculating the variance P ═ 1-g × (P) of the current test, recording the variance in the current test process as the variance for the next calculation.
Repeating the steps, and obtaining a stable test variance p through a large number of temperature measurement processes, thereby obtaining an accurate test actual temperature X which is used as the environment temperature, and continuously correcting the floating range of the temperature measurement equipment in temperature detection so as to tend to a constant temperature measurement value.
FIG. 2 is a block diagram of a thermometry system according to one embodiment of the present invention.
As shown in fig. 2, the home appliance self-learning system according to an embodiment of the present invention includes:
as another embodiment of the present invention, the temperature measuring system includes:
the recording device is used for recording the ambient temperature, the temperature fluctuation threshold value under the ambient temperature, the second test temperature of the temperature measurement object in the next unit time period and the third test temperature of the temperature measurement object in the next unit time period;
the processing device is connected with the recording device and is used for obtaining a test variance and a test gain at the ambient temperature according to the recorded ambient temperature and a temperature fluctuation threshold at the ambient temperature, judging the state of a temperature measurement object according to the recorded first test temperature, the recorded second test temperature and the recorded third test temperature, and obtaining an actual temperature corresponding to the ambient temperature according to the recorded test variance and the recorded test gain;
when the data between the second test temperature and the third test temperature have a large difference, the recording device is further used for acquiring odd-number-time temperature data by using temperature measuring equipment, reordering the odd-number-time temperature data, and taking a middle value as a fourth test temperature; rounding the second test temperature and the third test temperature to obtain evaluation temperatures;
the processing device is further used for judging that the temperature measurement object is in an abnormal state when the data among the second test temperature, the third test temperature and the first test temperature have large difference.
In the present embodiment, the unit time period is a fixed time period, a working day, or a non-working day.
The invention also provides temperature measuring equipment comprising the temperature measuring system.
The self-learning temperature measuring method of the temperature measuring device of the present invention is described below with reference to an example, specifically, taking the temperature measuring device with a temperature sensor for measuring forehead temperature as an example (taking a temperature measuring object as an example):
implementation mode one
The unit time period can be 5 hours, the measurement time period is 09: 00-19: 00, and the recorded use condition is as follows: 09:00, the environment temperature is 25 ℃, the temperature measuring equipment is started, the temperature of the temperature measuring object is detected to be 34.1 ℃, and the temperature measuring equipment integrates and records the temperature to be 34 ℃; 14:00, the temperature of the same object is measured, and the actual temperature of the object to be measured is obtained at the temperature in a state where the ambient temperature is unchanged (the ambient temperature is not considered to be abruptly changed in a short time).
Second embodiment
The unit time period can be 1 natural day, the measurement time period is more than 3 natural days, and the recorded use condition is as follows: on the 1 st natural day, the ambient temperature is 30 degrees, the temperature measuring device is started, the surface temperature of the temperature measuring object should be raised to 35 degrees according to the actual experience and the record of the temperature measuring device, and the 35 degrees are substituted into the above steps as the temperature of the estimated temperature measuring object according to the same manner as the embodiment, so as to obtain the actual temperature of the temperature measuring object in the current state.
Third embodiment
The unit cycle can be 1 natural day, the measurement time period is more than 3 natural days, and the record service condition is as follows: on the first natural day, the ambient temperature is 25 ℃, the surface temperature of the temperature measurement object is about 34 ℃ according to the actual experience and the record of the temperature measurement equipment, the temperature measurement equipment measures the temperature measurement object again according to the actual surface temperature of the temperature measurement object being 35.2 ℃, and the temperature measurement object is in a high-temperature abnormal state if the measured temperature is still high.
And (3) the temperature fluctuation range of the tested temperature measurement object is large, the temperature measurement equipment performs 5 times of measurement on the temperature measurement object, combines the previous two times of measurement temperature, takes the intermediate value of the 7 frame data sequence as the evaluation temperature of the temperature measurement object, and substitutes the evaluation temperature into the above steps to obtain the actual temperature of the temperature measurement object.
Variations and modifications to the above-described embodiments may occur to those skilled in the art, which fall within the scope and spirit of the above description. Therefore, the present invention is not limited to the specific embodiments disclosed and described above, and some modifications and variations of the present invention should fall within the scope of the claims of the present invention. Furthermore, although specific terms are employed herein, they are used in a generic and descriptive sense only and not for purposes of limitation.
Claims (8)
1. A self-learning temperature measurement method of temperature measurement equipment is characterized by comprising the following steps:
setting a temperature fluctuation threshold value of the temperature measuring equipment at the ambient temperature and the ambient temperature after starting up, and obtaining a test variance and a test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold value at the ambient temperature;
when the field temperature changes suddenly, the temperature measuring equipment records a first test temperature of a temperature measuring object;
recording a second test temperature of the temperature measurement object in the next unit time period, and recording a third test temperature of the temperature measurement object in the next unit time period;
judging the state of the temperature measurement object according to the recorded first test temperature, the second test temperature and the third test temperature;
obtaining an error value corresponding to the first test temperature according to the recorded test variance and the test gain, and obtaining an actual temperature corresponding to the ambient temperature according to the error value and the first test temperature;
wherein the testing gain, testing variance and actual temperature are performed according to the following method:
g is p/(p + r), g is recorded as the test gain of the temperature test, p is the test variance of the applied temperature measurement equipment, and r is the peak value of the temperature fluctuation threshold;
p ═ 1-g × P, and P is recorded as the test variance of the temperature test;
and X is X + g (m-X), wherein X is recorded as the actual temperature of the temperature test, g is recorded as the test gain of the temperature test, m is recorded as the environment temperature of the temperature test, and X is recorded as the value of the first test temperature of the temperature test.
2. The self-learning temperature measurement method of the temperature measurement device as claimed in claim 1, wherein the step of setting the temperature fluctuation threshold of the temperature measurement device after the temperature measurement device is powered on and recording the ambient temperature and the ambient temperature, and obtaining the test variance and the test gain at the ambient temperature according to the recorded ambient temperature and the temperature fluctuation threshold at the ambient temperature further comprises:
setting a plurality of environment temperatures recorded after the temperature measuring equipment is started, wherein a temperature fluctuation threshold, a test variance and a test gain are correspondingly arranged at each environment temperature; according to the temperature of the temperature measuring environment, the temperature measuring equipment calls a corresponding temperature fluctuation threshold, a test variance and a test gain under each environment temperature.
3. The self-learning thermometry method of claim 1, wherein the step of recording the second test temperature of the thermometry object during the next unit time period, and recording the third test temperature of the thermometry object during the next unit time period further comprises:
and when the data between the second test temperature and the third test temperature have larger difference, acquiring the temperature data for odd times by using temperature measuring equipment, reordering the temperature data for odd times, and taking the intermediate value as the fourth test temperature.
4. The self-learning thermometry method of claim 1, wherein the step of recording the second test temperature of the thermometry object during the next unit time period, and recording the third test temperature of the thermometry object during the next unit time period further comprises:
and rounding the second test temperature and the third test temperature to obtain the evaluation temperature.
5. The self-learning temperature measurement method of the temperature measurement device of claim 1, wherein the step of determining the status of the temperature measurement object according to the recorded first test temperature, the second test temperature and the third test temperature and obtaining the actual temperature corresponding to the ambient temperature according to the recorded test variance and the test gain further comprises:
and when the data among the second test temperature, the third test temperature and the first test temperature have larger difference, judging that the temperature measurement object is in an abnormal state.
6. A thermometric system using the thermometric apparatus self-learning thermometric method of any one of claims 1 to 5, wherein the thermometric system comprises:
the recording device is used for recording the ambient temperature, the temperature fluctuation threshold value under the ambient temperature, the second test temperature of the temperature measurement object in the next unit time period and the third test temperature of the temperature measurement object in the next unit time period;
the processing device is connected with the recording device and is used for obtaining a test variance and a test gain under the ambient temperature according to the recorded ambient temperature and a temperature fluctuation threshold under the ambient temperature, judging the state of the temperature measurement object according to the recorded first test temperature, the recorded second test temperature and the recorded third test temperature, obtaining an error value corresponding to the first test temperature according to the recorded test variance and the test gain, and obtaining an actual temperature corresponding to the ambient temperature according to the error value and the first test temperature;
when the data between the second test temperature and the third test temperature have a large difference, the recording device is further used for acquiring odd-number-time temperature data by using temperature measuring equipment, reordering the odd-number-time temperature data, and taking a middle value as a fourth test temperature; rounding the second test temperature and the third test temperature to obtain evaluation temperatures;
the processing device is further used for judging that the temperature measurement object is in an abnormal state when the data among the second test temperature, the third test temperature and the first test temperature have large difference.
7. The thermometry system of claim 6, wherein the unit time period is a fixed period of time, a work day, or a non-work day.
8. A thermometry apparatus comprising the thermometry system of any of claims 6 to 7.
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CN110470414B (en) * | 2019-08-20 | 2021-01-29 | 宏人仁医医疗器械设备(东莞)有限公司 | Body temperature measurement system and correction method for body temperature measurement system |
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JP2008032697A (en) * | 2006-07-06 | 2008-02-14 | Komatsu Ltd | Temperature sensor, temperature conditioning device, and temperature control device and method |
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