CN105738702A  NTC thermistor test method used for automobile airconditioner  Google Patents
NTC thermistor test method used for automobile airconditioner Download PDFInfo
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 CN105738702A CN105738702A CN201610101687.7A CN201610101687A CN105738702A CN 105738702 A CN105738702 A CN 105738702A CN 201610101687 A CN201610101687 A CN 201610101687A CN 105738702 A CN105738702 A CN 105738702A
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 ntc thermistor
 table data
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 incar
 temperature
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 G—PHYSICS
 G01—MEASURING; TESTING
 G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
 G01R27/00—Arrangements for measuring resistance, reactance, impedance, or electric characteristics derived therefrom
 G01R27/02—Measuring real or complex resistance, reactance, impedance, or other twopole characteristics derived therefrom, e.g. time constant
Abstract
The present invention relates to an NTC thermistor test method used for an automobile airconditioner. The method comprises the steps of selecting a SteinhartHart third order polynomial fitting formula to carry out the fitting analysis on the RT table data values provided by an NTC thermistor manufacturer according to the actual temperature condition of the automobile airconditioner, comparing the fitted data and the original data, if an obtained residual error exceeds a preset threshold value, prompting to reexamine NTC thermistors; and aiming at the NTC thermistor of little RT table data, adopting a characteristic curve piecewise interpolation mode to correct the RC table data, giving out a set of new RT table data suitable for application after software filtering, and providing reference for selecting NTC thermistors. The method of the present invention can be used to evaluate the validity of the RT table data provide by a thermistor factory, and the set of RT table data suitable for application is also given out.
Description
Technical field
The invention belongs to technical field of automotive electronics, be specifically related to the input of a kind of critesistor being applied in automotive electronics
The method of sampling, particularly relate to a kind of NTC thermistor method of testing for air conditioning for automobiles.
Background technology
Critesistor is a kind of resistance different according to temperature different resistance values, is widely used in automobile electronic controller
In, especially apply and need to be applied to temperaturesensitive electricity at air conditioning for automobiles, lithium battery management system (BMS) and vehiclemounted power controller etc.
The module of resistance, wherein being most widely used with air conditioning for automobiles.NTC thermistor refers to that resistance value raises with temperature and reduces
Resistance, has the advantages such as temperature sensitive, precision is higher, low price, is widely used in various thermometric occasion due to it.But
Be resistance and the temperature of NTC thermistor be nonlinear correspondence relation, be relatively difficult to test the most in actual applications.Existing vapour
The temperature of the NTC thermistor applied in car airconditioning obtains mainly two ways, and one is directly to use preferable B25 value
And RT value, such shortcoming is that critesistor is not set according to preferable numerical value when actual fabrication, should if actual
Carrying out electronic application according to ideal value in will cause product to there is the biggest error.Another kind is directly critesistor system
Making in the RT table input automotive airconditioning controller that manufacturer provides, such shortcoming is the number or very of the RT table that producer is provided
Many, need software engineer to input one by one, not only workload is big, and there is also personal error；The number in RT the exterior and the interior face
Seldom, centre, directly by linear process, causes there is bigger error value.Therefore, it is necessary to come into operation it at air conditioning for automobiles
The front effectiveness being tested to the critesistor used in air conditioning for automobiles test RT table data and guarantee air conditioning for automobiles
Possesses higher temperature control precision.
Summary of the invention
It is an object of the invention to provide a kind of NTC thermistor method of testing for air conditioning for automobiles, empty according to automobile
Adjust actual temperature conditions that the RT table of critesistor is carried out fitting of a polynomial analysis, assess the RT that critesistor factory is provided
The effectiveness of table data, and also provide one group of RT table data being suitable for application.
To achieve these goals, the technical solution used in the present invention is, a kind of NTC thermistor for air conditioning for automobiles
Method of testing, chooses three rank fitting polynomial formulas based on SteinhartHart equation to NTC thermistor manufacturer
The RT table data value provided is fitted analyzing, and gained residual error of the data after matching being made comparisons with initial data is beyond setting in advance
During fixed threshold value, this NTC thermistor is checked in prompting；And for the NTC thermistor that RT table data are few, use characteristic curve
RT table data are modified by the mode of piecewise interpolation, and provide the RT table number of one group of new applicable application after software filtering
According to, for selecting NTC thermistor to provide reference.Specifically include following steps:
(1) the three rank fitting polynomial formulas that the RT table data to NTC thermistor carry out curve fitting are chosen, the most such as
Under:
R_{T}=R_{25}exp[A+BT+CT^{2}+DT^{3}] (1)
Or
Wherein, R_{T}Being resistance value during T for temperature, T is Fahrenheit temperature, R_{25}Be resistance value when 25 DEG C for room temperature, A, B,
C、D、A_{1}、B_{1}、C_{1}And D_{1}It is constant；
(2) the RT table data value that NTC thermistor manufacturer provides is converted into constant matrices (T_{incar} ^{＜ i ＞})_{j}, wherein
I is matrix column number, and j is the line number of matrix, and (T_{incar} ^{＜ 0 ＞})_{j}(T can be abbreviated as_{incar} ^{＜ 0 ＞}) it is the temperature ginseng in RT table data
Number；
(3) utilize software to constant matrices (T_{incar} ^{＜ i ＞})_{j}Carry out characteristic curve analysis；
(4) utilize software that the temperature parameter of NTC thermistor being carried out, error analysis sees whether meet setting of air conditioning for automobiles
Meter requirement；
(5) by (T_{incar} ^{＜ 0 ＞})_{j}It is converted into Fahrenheit temperature Tmp_{m}(0≤m≤j1) (can be abbreviated as Tmp):
Tmp:=T_{inear} ^{〈0〉}+273.15 (3)
(6) by constant matrices (T_{incar} ^{＜ i ＞})_{j}In except T_{incar} ^{＜ 0 ＞}Outside data and calculate gained Tmp_{m}Value is brought into many
Item formula fitting formula (2) calculates constant A_{1}、B_{1}、C_{1}、D_{1}And obtain constant matrices ${a}_{k}=\left[\begin{array}{c}{A}_{1}\\ {B}_{1}\\ {C}_{1}\\ {D}_{1}\end{array}\right],(0\≤k\≤3);$
(7) by Tmp and a_{k}Bring resistance value R calculating the NTC thermistor after matching in following formula (4) into_{T}(Tmp·
K, a_{sh})；
(8) utilize software to resistance value R through matching gained_{T}(Tmp k, a_{sh}) provide with NTC thermistor manufacturer
RT table data value make comparisons and carry out residual analysis, when gained residual error exceedes threshold value set in advance, software prompt check
This critesistor；
(9) use curve segmentation interpolation RT table data are modified, and after software filtering A/D sampling draw one group new
The RT table data of applicable application, for selecting NTC thermistor to provide reference.And in one group of given new applicable application
RT table data give the critesistor emergent temperature data as temperature sensor generation wire harness open circuit conditions.
As a modification of the present invention, RT table data are being carried out in curve piecewise interpolation processing procedure, for RT table
In data, the resistance value10～40 DEG C of temperature ranges carries out the unique step data interpolating that steplength is 1, to remaining temperature range
Resistance value carries out the unique step data interpolating that steplength is 5.
As a modification of the present invention, the Filtering Formula that software filtering is used is:
Rem=[rem+filt* (2^f_rate1)+input] & (2^f_rate1) (6)
Wherein, filt is the circulation filter value of software filtering, and input is the input current value of software filtering, and f_rate is
The filtering velocity of software filtering.
As a modification of the present invention, the sampling rate of A/D sampling is 10bit/s.
As a modification of the present invention, described software is Origin software.
Relative to prior art, advantages of the present invention is as follows: carry out the side calculated relative to traditional utilization index formula
Method, more identical with measured data within the scope of bigger temperature, the formula comparison that this method is utilized is succinct, the meter of fitting parameter
The amount of calculation of calculation amount and equation is all less, and therefore arithmetic speed is faster；The higher computer stored space taken of this method precision
Less, in engineer applied, arithmetic speed is faster；Can be used for assessing the having of RT table data that NTC thermistor manufacturer provides
Effect property, and whether its precision meet design requirement, and the purchasing management of critesistor is had certain directive function, keep away
Exempt from direct employing preferable B25 value or RT value has done the error that product design is brought, also improve critesistor to real simultaneously
The error that border product brings.
Accompanying drawing explanation
Fig. 1 is the characteristic curve of the NTC thermistor of the embodiment of the present invention.
Fig. 2 is the constant matrices (T of the embodiment of the present invention_{incar} ^{＜ i ＞})_{j}The error analysis curve of middle resistance value data.
Fig. 3 be the embodiment of the present invention RT table initial data and matching after the comparative analysis result of data.
Fig. 4 is the RT table data of the applicable application given by present invention critesistor based on embodiment.
Detailed description of the invention
In order to deepen the understanding of the present invention and understanding, the invention will be further described with embodiment below in conjunction with the accompanying drawings
And introduction.
A NTC thermistor produced for Vishay resistance production firm, its RT table data are as follows:
In upper table, data are less, do not meet the requirement of 1 degree of one test, use NTC thermistor proposed by the invention to survey
This resistance is tested by method for testing, and detailed process is as follows:
(1) abovementioned RT table data value is converted into constant matrices (T_{incar} ^{＜ i ＞})_{j}, wherein 0≤i≤3,0≤j≤7, (T_{incar} ^{＜ 0 ＞})_{j}Or T_{incar} ^{＜ 0 ＞}For the temperature parameter in RT table data.
(2) utilize Origin software to constant matrices (T_{incar} ^{＜ i ＞})_{j}Carry out characteristic curve analysis and the mistake of resistance value data
Difference analysis, the characteristic curve obtained and error analysis curve the most as depicted in figs. 1 and 2, from Fig. 1 and 2, work as Temperature numerical
During the temperature value being near the mark, error is less；And deviateing standard temperature value once Temperature numerical, error will increase relatively.
(3) by (T_{incar} ^{＜ 0 ＞})_{j}It is converted into Fahrenheit temperature Tmp_{m}(0≤m≤7) (can be abbreviated as Tmp):
Tmp:=T_{incar} ^{〈0〉}+273.15
Due to (T_{incar} ^{〈0〉})_{4}=25 have a following relation:
(Tmp)_{0}=243.15 (Tmp)_{4}=298.15 (Tmp)_{7}=353.15
(T_{incar} ^{〈1〉})_{0}=509.6 (T_{incar} ^{〈1〉})_{4}=30 (T_{incar} ^{〈1〉})_{7}=3.758
(4) on the basis of step (3), three rank fitting polynomial formulas based on SteinhartHart equation are used:
Carrying out curve fitting abovementioned RT table data, wherein, the value of given a, b, c is as follows:
A :=0.001 b:=0.001 c:=0001
Make a_{sh}:=Find (a, b, c) then can obtain following result:
(5) by Tmp and a_{sh}Bring resistance value R calculating the NTC thermistor after matching in formula (4) into_{T}(Tmp·
K, a_{sh})。
(6) by the resistance value of the NTC thermistor through matching gained and constant matrices (T_{incar} ^{＜ i ＞})_{j}In resistance data
Compare analysis, as it is shown on figure 3, and according to following residual computations formula:
The residual error calculated between the data after RT table initial data and matching is:
From result above, maximum residual error is 10.54%, has exceeded previously given threshold value 10%, therefore, soft
This critesistor is checked in part prompting.
(7) use curve segmentation interpolation that RT table data are modified, be particularly directed in RT table data at10～40 DEG C
The resistance value of temperature range carries out the unique step data interpolating that steplength is 1, except10～40 DEG C in p20～80 DEG C of temperature ranges
Outer resistance value carries out the unique step data interpolating that steplength is 5.Concrete piecewise interpolation result is as follows:
(8) owing to signal line existing noise, it is therefore necessary to revised RT data are carried out software filtering, its
In, the Filtering Formula that software filtering is used is:
Rem=[rem+filt* (2^f_rate1)+input] & (2^f_rate1)
So if the f_rate=6 $\frac{{2}^{6}1}{{2}^{6}}=0.984$
So if thhe f_rate=5 $\frac{{2}^{5}1}{{2}^{5}}=0.969$
Soifthef_rate=4 $\frac{{2}^{4}1}{{2}^{4}}=0.938$
Data after software filtering are carried out the RT table of A/D sampling one group of new applicable application of output of 10bit/s
Data (as shown in Figure 4), for selecting NTC thermistor to provide reference.And provide critesistor conduct in these group RT table data
The emergent temperature data (the Default column data in Fig. 4) of temperature sensor generation wire harness open circuit conditions.
Method proposed by the invention carries out the method calculated relative to traditional utilization index formula, in bigger temperature
In the range of more identical with measured data, formula comparison that this method is utilized is succinct, the amount of calculation of fitting parameter and the meter of equation
Calculation amount is all less, and therefore arithmetic speed is faster；The higher computer stored space taken of this method precision is less, at engineer applied
Middle arithmetic speed is faster；Can be used for assessing the effectiveness of the RT table data that NTC thermistor manufacturer provides, and its precision
Whether meet design requirement, and the purchasing management of critesistor is had certain directive function, it is to avoid directly use reason
The B25 value thought or RT value do the error that product design is brought, and also improve the mistake that critesistor brings to actual product simultaneously
Difference.
It should be noted that abovedescribed embodiment, be not used for limiting protection scope of the present invention, in technique scheme
Equivalents or replacement done by the basis of each fall within the scope that the claims in the present invention are protected.In the claims, no
Any reference marks that should will be located between bracket is configured to limitations on claims.
Claims (6)
1. the NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that: choose based on SteinhartHart
The RT table data value that NTC thermistor manufacturer is provided by three rank fitting polynomial formulas of equation is fitted analyzing, will
Data after matching are made comparisons with initial data, when gained residual error is beyond threshold value set in advance, and this NTC temperaturesensitive electricity of prompting check
Resistance；And for the NTC thermistor that RT table data are few, use the mode of characteristic curve piecewise interpolation that RT table data are repaiied
Just, and after software filtering, provide the RT table data of one group of new applicable application, for selecting NTC thermistor to provide reference.
A kind of NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that the party
Method specifically includes following steps:
(1) the three rank fitting polynomial formulas that the RT table data to NTC thermistor carry out curve fitting are chosen, specific as follows:
R_{T}=R_{25}exp[A+B/T+C/T^{2}+D/T^{3}] (1)
Or
(2)
Wherein, R_{T}Being resistance value during T for temperature, T is Fahrenheit temperature, R_{25}Be resistance value when 25 DEG C for room temperature, A, B, C, D,
A_{1}、B_{1}、C_{1}And D_{1}It is empirical；
(2) the RT table data value that NTC thermistor manufacturer provides is converted into constant matrices (T_{incar} ^{<i>})_{j}, wherein i is square
The columns of battle array, j is the line number of matrix, and (T_{incar} ^{<0>})_{j}(it is abbreviated as T_{incar} ^{<0>}) it is the temperature parameter in RT table data；
(3) utilize software to constant matrices (T_{incar} ^{<i>})_{j}Carry out characteristic curve analysis；
(4) software is utilized the temperature parameter of NTC thermistor to carry out error analysis and judges whether to meet setting of air conditioning for automobiles
Meter requirement；
(5) by (T_{incar} ^{<0>})_{j}It is converted into Fahrenheit temperature Tmp_{m}(0≤m≤j1) (being abbreviated as Tmp):
Tmp:=T_{incar} ^{〈0〉}+273.15 (3)
(6) by constant matrices (T_{incar} ^{<i>})_{j}In except T_{incar} ^{<0>}Outside data and calculate gained Tmp_{m}Value brings multinomial into
Fitting formula calculates constant A in (2)_{1}、B_{1}、C_{1}、D_{1}And obtain constant matrices
(7) by Tmp and a_{k}Bring resistance value R calculating the NTC thermistor after matching in following formula (4) into_{T}(Tmp K,
a_{sh})；
(8) utilize software to resistance value R through matching gained_{T}(Tmp K, a_{sh}) and the RT of NTC thermistor manufacturer offer
Table data value is made comparisons and carries out residual analysis, and when gained residual error exceedes threshold value set in advance, software prompt checks this heat
Quick resistance；
(9) use curve segmentation interpolation that RT table data are modified, and A/D sampling draws one group of new fitting after software filtering
Close the RT table data of application, for selecting NTC thermistor to provide reference.
A kind of NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that right
RT table data carry out in curve piecewise interpolation processing procedure, for resistance value10～40 DEG C of temperature ranges in RT table data
Carry out the unique step data interpolating that steplength is 1, the resistance value of remaining temperature range is carried out the unique step data that steplength is 5 and inserts
Value.
A kind of NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that soft
The Filtering Formula that part filtering is used is:
Rem=[rem+filt* (2 ∧ f_rate1)+input] & (2 ∧ f_rate1) (6).
A kind of NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that A/D adopts
The sampling rate of sample is 10bit/s.
A kind of NTC thermistor method of testing for air conditioning for automobiles, it is characterised in that described
Software is Origin software.
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Cited By (6)
Publication number  Priority date  Publication date  Assignee  Title 

CN107817385A (en) *  20160914  20180320  株式会社村田制作所  The electrical characteristic assay method of electronic component device, the screening technique of electronic component device and electrical characteristic measure device 
CN108733103A (en) *  20170421  20181102  上海汽车集团股份有限公司  Ceramic core control system and method 
CN109669130A (en) *  20181229  20190423  深圳市新威尔电子有限公司  Internal resistance of cell Method for Accurate Calculation, computing device and readable storage medium storing program for executing 
CN110398304A (en) *  20180425  20191101  比亚迪股份有限公司  A kind of temperature sensor batch testing system 
CN111623898A (en) *  20200624  20200904  广东纽恩泰新能源科技发展有限公司  NTC thermistor temperature and resistance detection method and temperature sensor detection method 
CN112729590A (en) *  20201225  20210430  中国科学院微电子研究所  Temperature sensor reading device, temperature reading method, and electronic apparatus 
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CN104697659A (en) *  20150304  20150610  徐州工程学院  Temperature measuring device and method using NTC thermistor 

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DE10359463A1 (en) *  20031217  20050728  Schweiger, HansGeorg, Dr.rer.nat. Dipl.Chem.  Fast precision thermometer with one or more channels comprises one or more calibrated thermistors in a potentiometer circuit, whose output is digitized and subjected to processing using a SteinhartHart equation 
CN104048777A (en) *  20140624  20140917  中国东方电气集团有限公司  Temperature value and resistance value conversion method for NTCtype thermistor 
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Cited By (7)
Publication number  Priority date  Publication date  Assignee  Title 

CN107817385A (en) *  20160914  20180320  株式会社村田制作所  The electrical characteristic assay method of electronic component device, the screening technique of electronic component device and electrical characteristic measure device 
CN108733103A (en) *  20170421  20181102  上海汽车集团股份有限公司  Ceramic core control system and method 
CN110398304A (en) *  20180425  20191101  比亚迪股份有限公司  A kind of temperature sensor batch testing system 
CN110398304B (en) *  20180425  20210730  比亚迪半导体股份有限公司  Temperature sensor batch test system 
CN109669130A (en) *  20181229  20190423  深圳市新威尔电子有限公司  Internal resistance of cell Method for Accurate Calculation, computing device and readable storage medium storing program for executing 
CN111623898A (en) *  20200624  20200904  广东纽恩泰新能源科技发展有限公司  NTC thermistor temperature and resistance detection method and temperature sensor detection method 
CN112729590A (en) *  20201225  20210430  中国科学院微电子研究所  Temperature sensor reading device, temperature reading method, and electronic apparatus 
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