JPS61296250A - Method for correcting output of humidity sensor - Google Patents

Method for correcting output of humidity sensor

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Publication number
JPS61296250A
JPS61296250A JP13812985A JP13812985A JPS61296250A JP S61296250 A JPS61296250 A JP S61296250A JP 13812985 A JP13812985 A JP 13812985A JP 13812985 A JP13812985 A JP 13812985A JP S61296250 A JPS61296250 A JP S61296250A
Authority
JP
Japan
Prior art keywords
output
humidity
humidity sensor
temperature
relative humidity
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
JP13812985A
Other languages
Japanese (ja)
Inventor
Tadayasu Fukatsu
深津 忠泰
Yasuhide Murai
村井 保秀
Kingo Omura
大村 金吾
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fujitsu General Ltd
Original Assignee
Fujitsu General Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fujitsu General Ltd filed Critical Fujitsu General Ltd
Priority to JP13812985A priority Critical patent/JPS61296250A/en
Publication of JPS61296250A publication Critical patent/JPS61296250A/en
Pending legal-status Critical Current

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Abstract

PURPOSE:To obtain accurate output, by a method wherein relative humidity is divided into plural sections and temp. correction function is set at every section and the output of the humidity sensor in a measuring atmosphere is corrected on the basis of the characteristic curve based on output voltage at relative humidity between two points set by fixed point humidity method after a predetermined period was elapsed and the error function obtained from a preset standard characteristic curve. CONSTITUTION:Temp. correction function obtained by dividing relative humidity at every predetermined % is set. After a predetermined period was elapsed, two points are set by a fixed point humidity method and the output of a temp. sensor 24 receives temp. correction on the basis of temp. correction function. A characteristic curve is calculated at two corrected points by a method of least squares to be stored in ROM21 from an input terminal 20. Error function is calculated from this characteristic curve and the standard characteristic curve preliminarily stored in ROM21 by CPU25 to be stored in ROM23. Subsequently, a humidity sensor 22 is exposed to a measuring atmosphere and the obtained output is corrected on the basis of the error function read from RAM23 to obtain accurate output.

Description

【発明の詳細な説明】 「産業上の利用分野」 本発明は湿度センサの出力特性が温度、素子のばらつき
、素子の経時的変化などにより変化したとき、これを補
正するためのセンサ出力の補正方法に関するものである
Detailed Description of the Invention "Industrial Application Field" The present invention is a sensor output correction method for correcting changes in the output characteristics of a humidity sensor due to temperature, element variations, changes over time of the element, etc. It is about the method.

「従来の技術」 従来、湿度センサの出力が温度により特性変化するのを
補正するためには、湿度センサを主体とする湿度検知回
路にサーミスタを組込み、外気温度の変化をサーミスタ
で検出し出力特性を補正する方法がとられていた。
"Conventional technology" Conventionally, in order to compensate for changes in the characteristics of the output of a humidity sensor due to temperature, a thermistor was incorporated into a humidity detection circuit that mainly uses a humidity sensor, and changes in outside air temperature were detected by the thermistor, and the output characteristics were adjusted. A method was taken to correct this.

また、湿度センサの経時的変化を補正して正しい測定値
を得る方法として、特公昭5B−21458号公報が知
られており、詳細はつどの通りである。
Further, Japanese Patent Publication No. 5B-21458 is known as a method for correcting temporal changes in a humidity sensor to obtain correct measured values, and the details are as follows.

(1)第1の測定方法 ■第5図において、恒温槽(1)の温度を、入力端子(
2)から供給される試料気体の露点以上の所定温度に調
整する。
(1) First measurement method - In Figure 5, the temperature of the constant temperature oven (1) is measured at the input terminal (
2) Adjust the temperature to a predetermined temperature higher than the dew point of the sample gas supplied from step 2).

■入力端子(3)から供給される乾燥気体そのものDと
、水の入った飽和槽(4)を通った飽和湿り気体Wとを
混合槽(5)に供給し、このDとWの分流比を種々に設
定して既知の湿度の気体W+Dを第1の管(6)を通し
て試験槽(7)に給送する。
■The dry gas itself D supplied from the input terminal (3) and the saturated humid gas W passed through the saturated tank (4) containing water are supplied to the mixing tank (5), and the dividing ratio of D and W is supplied to the mixing tank (5). A gas W+D of known humidity is supplied to the test chamber (7) through the first tube (6) with various settings.

■■において設定した温度における湿度センサ(8)の
目盛をよみ、所定温度における目盛対湿度の関係を決定
し補正曲線を作成する。
Read the scale of the humidity sensor (8) at the temperature set in ``■■'', determine the relationship between the scale and humidity at the predetermined temperature, and create a correction curve.

■弁装置(9)を閉じ(lO)を開いて第2の管(11
)を通して入力端子(2)からの試料気体を試験槽(7
)へ給送する。
■ Close the valve device (9) and open the second pipe (11).
) to input the sample gas from the input terminal (2) into the test tank (7
).

■このときの湿度センサ(8)の目盛と■の補正曲線か
ら試料気体の湿度を決定し、出力端子(■2)から出力
を得る。
(2) Determine the humidity of the sample gas from the scale of the humidity sensor (8) at this time and the correction curve (2), and obtain an output from the output terminal (2).

(2)第2の測定方法 ■第1の■と同じ。(2) Second measurement method ■Same as the first ■.

■第1の■と同じ。■Same as the first ■.

■所定温度における湿度センサ(8)の指示値を読む・ ■弁装置ll (9) (10)を切換え、第1の管(
6)を通して湿り気体W+Dを試験槽(7)に給送し、
■における指示値を等しくなるように υJ 「発明が解決しようとする問題点」 上述のように、サーミスタを組込んで補正する方法では
、湿度センサの温度特性が相対湿度によって異なること
や、湿度センサ素子に温度特性のばらつきがあることな
どによる生ずる誤差は解消し得ないという問題があった
。また、恒温槽内で経時的変化を補正する方法では、装
置が大がかりで極めて高価であるという問題点があった
。すなわち、恒温槽、飽和槽、混合槽、試験槽などの嵩
張る装置が必要であるばかりか、較正曲線を得るため、
恒温槽の温度の制御、WとDとの種々の分流比の設定制
御、弁装置の切換え制御、試験槽内の気体の交換制御な
ど制御も極めて煩雑であるという問題点があった。
■Read the indicated value of the humidity sensor (8) at a predetermined temperature. ■Switch the valve devices ll (9) and (10), and
6) to supply the wet gas W+D to the test chamber (7),
υJ so that the indicated values at There has been a problem in that errors caused by variations in temperature characteristics of the elements cannot be eliminated. Furthermore, the method of correcting changes over time in a constant temperature bath has the problem that the apparatus is large-scale and extremely expensive. In other words, not only is bulky equipment such as a thermostat, saturation tank, mixing tank, and test tank required, but also in order to obtain a calibration curve,
There was a problem in that the controls such as temperature control of the constant temperature bath, setting control of various division ratios of W and D, switching control of the valve device, and control of exchange of gas in the test chamber were extremely complicated.

r問題点を解決するための手段」 本発明は上述のような問題点を解決するためになされた
もので、相対湿度と出力電圧の標準特性線を予め設定し
ておく手段と、相対湿度を複数に区分し、それぞれの区
分毎に温度補正の関数を設定する手段と、所定期間経過
後に定点湿度法により少なくとも2点を設定し、かつ温
度補正の関数で補正する手段と、この2点の相対湿度に
おける出力電圧を測定してこれに基いて最小自乗法によ
り特性線を求める手段と、この新たな特性線と前記標準
特性線から誤差関数を求める手段と、測定雰囲気に湿度
センサをさらし、そのときの出力を得、これを前記誤差
関数により補正して正しい出力を得る手段とからなる方
法である。
The present invention has been made to solve the above-mentioned problems, and includes means for presetting standard characteristic lines of relative humidity and output voltage, and Means for dividing into a plurality of points and setting a temperature correction function for each section; Means for setting at least two points by a fixed point humidity method after a predetermined period of time and correcting with a temperature correction function; means for measuring the output voltage at relative humidity and determining a characteristic line based on the least squares method; means for determining an error function from the new characteristic line and the standard characteristic line; exposing the humidity sensor to the measurement atmosphere; This method includes means for obtaining an output at that time and correcting it using the error function to obtain a correct output.

r作用」 まず温度特性を補正するための関数frが記憶される。r action” First, a function fr for correcting temperature characteristics is stored.

この関数1丁は温度しの関数であるとともに、相対湿度
りの関数であるから、このうち相対湿度りの項は所定%
毎に区分してそれぞれ区分毎の関数が記憶される。さら
に標準特性線が予め記憶される。所定期間経過後、定点
湿度法により設定した少なくとも2点を、温度特性補正
の関数によって温度補正をする。この補正された2点で
最小自乗法により特性線を求め、この新たな特性線と標
準特性線から誤差関数を求める。ここで測定雰囲気に湿
度センサをさらし、そのときの出力を得、これを前記誤
差関数により補正して正しい出力を得る。
This function is both a function of temperature and a function of relative humidity, so the term for relative humidity is a predetermined percentage.
The functions are stored for each division. Furthermore, standard characteristic lines are stored in advance. After a predetermined period of time has elapsed, at least two points set by the fixed point humidity method are subjected to temperature correction using a temperature characteristic correction function. A characteristic line is determined using the least square method using these two corrected points, and an error function is determined from this new characteristic line and the standard characteristic line. Here, the humidity sensor is exposed to the measurement atmosphere, an output at that time is obtained, and this is corrected by the error function to obtain a correct output.

「実施例」 以下、本発明の一実施例を図面に基づき説明する。"Example" Hereinafter, one embodiment of the present invention will be described based on the drawings.

まず、温度による変化分を補正する場合について説明す
る。
First, a case will be described in which a change due to temperature is corrected.

抵抗変化型の湿度センサは同一相対湿度では湿度係数が
負のため、出力電圧特性としては、第1図のように、温
度が上昇するとそれに伴い出力電圧も増大する。また温
度特性を補正するための関数fアは温度上の関数である
と同時に相対湿度りの関数である。これは相対湿度によ
って湿度センサ素子の温度係数が異なるためである。さ
らに詳しくは、第1図において、25℃の特性を標準と
したものとすると、この標準特性に対して、他の温度の
特性の補正値は相対湿度が変化すると変化して一様では
ない。例えば45℃で90%RHの補正値<X)と、4
5℃で50%R11の補正値(y)と、45℃で20%
R11の補正値(z)はすべて異なる。他の相対湿度で
も同様である。したがって、前記温度特性を補正するた
めの関数fTは f7=f7(F、、、 h)      ・・・(1)
となる。
Since a variable resistance humidity sensor has a negative humidity coefficient at the same relative humidity, its output voltage characteristic is such that as the temperature rises, the output voltage also increases as shown in FIG. Further, the function fa for correcting the temperature characteristics is a function of temperature as well as a function of relative humidity. This is because the temperature coefficient of the humidity sensor element differs depending on the relative humidity. More specifically, in FIG. 1, if the characteristic at 25° C. is taken as the standard, the correction values for the characteristics at other temperatures change as the relative humidity changes and are not uniform with respect to this standard characteristic. For example, if the correction value of 90% RH at 45°C <X),
50% R11 correction value (y) at 5℃ and 20% at 45℃
The correction values (z) of R11 are all different. The same applies to other relative humidities. Therefore, the function fT for correcting the temperature characteristics is f7=f7(F,...h)...(1)
becomes.

しかるに、(1)式の相対湿度りの項を数式で表現する
のは困難かつ、複雑なので、所定%毎に、例えば10%
毎に区分し、それぞれの区分にしたがいf丁=fT(t
、)             ・・・(2)と温度し
による関数として表現する。具体的にはの各特性線を求
めて第4図における入力端子(2o)からROM (2
1)に予め入力しておく。
However, it is difficult and complicated to express the relative humidity term in equation (1) mathematically, so it is necessary to
According to each division, f = fT (t
, ) ... (2) and expressed as a function of temperature. Specifically, each characteristic line is determined and the input terminal (2o) in FIG.
1) must be entered in advance.

つぎに湿度センサ(22)により出力電圧を求め、これ
をfHとし、相対湿度をhとすると。
Next, the output voltage is determined by the humidity sensor (22), and this is fH, and the relative humidity is h.

fs ” fN(h)       ・・・(4)とな
り、相対湿度のみの関数となる。したがって、温度補正
後の出力電圧fは、 f=fH(h) +fr(t)    ・・・(5)と
なる。このように、温度と湿度を別個に測定することに
よって湿度センサの温度補正ができる。
fs ” fN(h) ...(4), which is a function only of relative humidity. Therefore, the output voltage f after temperature correction is f=fH(h) +fr(t) ...(5) In this way, by measuring temperature and humidity separately, the temperature of the humidity sensor can be corrected.

つぎに、湿度センサ(22)の特性が標準特性線から、
経時変化、素子のばらつきにより変動した場合の補正方
法を説明する。
Next, the characteristics of the humidity sensor (22) are determined from the standard characteristic line,
A correction method in the case of variations due to changes over time or variations in elements will be explained.

第2図において、(fst)を標準特性線、(fH2)
を変動後の特性線とする。飽和塩による湿度標準装置に
より湿度センサ(22)の雰囲気を相対湿度り。
In Figure 2, (fst) is the standard characteristic line, (fH2)
Let be the characteristic line after fluctuation. The atmosphere of the humidity sensor (22) is set to relative humidity using a humidity standard device using saturated salt.

とl+2に設定する。この2点は相対湿度として特に重
要な20〜30%の間の1点と、70〜80%間の1点
に設定する。そしてこれら2点に対応する出力電圧を測
定し、これをfH2(h 1)、fH2(hz)とする
。この項には温度により補正した項は含まれないものと
すると、(5)式により温度補正した後の出力は、測定
時の温度をり、1.t、2とすると、となる。この(,
6)式において、fT(l二、)とfy(シ2 )は(
3)式により求めることができる。
and set it to l+2. These two points are set at one point between 20 and 30%, which is particularly important as relative humidity, and one between 70 and 80%. Then, the output voltages corresponding to these two points are measured and are designated as fH2(h1) and fH2(hz). Assuming that this term does not include the term corrected by temperature, the output after temperature correction using equation (5) is calculated by multiplying the temperature at the time of measurement by 1. If t is 2, then this(,
In equation 6), fT(l2,) and fy(shi2) are (
3) It can be determined by the formula.

つぎに、第3図は温度補正した特性線を示している。こ
の第3図において、標準特性線L+(h)は予めROM
 (21)に記憶される。
Next, FIG. 3 shows a temperature-corrected characteristic line. In this Fig. 3, the standard characteristic line L+(h) is
(21).

つぎに、(6)式で求めた特性変化後の温度補正の項も
加えた出力f2(hx、しx)、fz(hz、し、)の
2点より直線の特性線f2(h)を求める。このf2(
h)と標準特性線fs(h)との差Δf (h)を求め
る。
Next, a straight characteristic line f2(h) is drawn from the two points of the outputs f2(hx, shi) and fz(hz, shi,), which also include the temperature correction term after the characteristic change obtained using equation (6). demand. This f2(
The difference Δf (h) between the standard characteristic line fs (h) and the standard characteristic line fs (h) is determined.

Δf(h)=f!(ht)f2(h)    ・・・(
7)このΔf(h)はRA M (23)に記憶される
Δf(h)=f! (ht) f2 (h) ...(
7) This Δf(h) is stored in RAM (23).

つぎに、測定雰囲気中に湿度センサ(22)をおき、そ
のときの出力fn2 (h+s)を測定する。同時に、
温度センサ(24)で測定雰囲気の温度を測定し、これ
をしIとすると、 f 2  (hm、  七m)= fH2(ha)+ 
fy(t、m)       ・= (8)となり、こ
の(8)式により温度補正される。さらに、(7)式で
求めたΔf(h)の項を(8)式に加えて、結局。
Next, the humidity sensor (22) is placed in the measurement atmosphere, and the output fn2 (h+s) at that time is measured. at the same time,
If the temperature of the measurement atmosphere is measured by the temperature sensor (24) and this is I, then f 2 (hm, 7 m) = fH2 (ha) +
fy(t, m) .=(8), and the temperature is corrected by this equation (8). Furthermore, by adding the term Δf(h) obtained from equation (7) to equation (8), we get

f(hm、L、s)”f)12(hm)+1’7(Lm
)+Δf(ha+)  ・・(9)が温度補正、経時変
化(素子の特性ばらつき)を補正した出力となる。この
補正後の出力fは第3図の標準特性f1そのものである
f(hm,L,s)"f)12(hm)+1'7(Lm
)+Δf(ha+)...(9) is the output corrected for temperature correction and temporal change (device characteristic variation). The output f after this correction is exactly the standard characteristic f1 shown in FIG.

以上の補正の流れを個条書きにすると以下の通りである
The flow of the above amendment is as follows.

■(3)式をROM (21)に記憶する。■Storing equation (3) in ROM (21).

■第3図の標準特性f、をROM (21)に記憶する
(2) Store the standard characteristic f in FIG. 3 in the ROM (21).

■h、、h2の2つの相対湿度を湿度標準装置で設定す
る。
(2) Set two relative humidities, h, and h2, using a humidity standard device.

■CP U (25)で(6)式の演算をする。すなわ
ち、h、、hzのときのそれぞれの出力fl (h t
 )、 fHL(h2)に、(3)式によるfr(シ1
)、f7(j2)をそれぞれ加えて温度補正をする。
- The CPU (25) calculates equation (6). That is, each output fl (h t
), fHL(h2) is given by fr(sh1) according to equation (3).
) and f7(j2) are added to perform temperature correction.

■(6)式で求めたf2(ht 、t+)、f2(h2
、t、2)によって新たな特性線f2(h)を求める。
■ f2 (ht, t+), f2 (h2
, t, 2), a new characteristic line f2(h) is obtained.

■(7)式によりΔf01)を求め、さらにこのΔf(
h)をRA M (23)に記憶する。
■Determine Δf01) using equation (7), and further obtain this Δf(
h) is stored in RAM (23).

■測定雰囲気中に湿度センサ(22)をさらす。■Exposing the humidity sensor (22) to the measurement atmosphere.

■CP U (25)で(9)式の演算をする。すなわ
ち、出力fj+2(hm)にf7(tm)とΔf(hm
)を加え、最終的な出力f (hm、 t、m)を求め
る。
- The CPU (25) calculates equation (9). That is, the output fj+2(hm) has f7(tm) and Δf(hm
) to obtain the final output f (hm, t, m).

「発明の効果」 本発明は上述のような方法としたので、簡単な演算で補
正することにより湿度センサの温度特性が相対湿度の変
化で異なったり、素子の温度特性のばらつきなどで誤差
を生ずるのを防止することができる。また、湿度センサ
の温度補償のみならず、予め回路基板の温度係数を求め
ておくことで、基板の温度補正も特別な回路が不要であ
る。さらに、標準特性線さえメモリしておけば、そのセ
ンサを構成する素子毎の初期特性線を測定する必要がな
く、したがって素子の特性が異なることに伴う調整が不
要であるなどの特徴を有する。
"Effects of the Invention" Since the present invention employs the above-described method, correction using simple calculations can cause errors in the temperature characteristics of the humidity sensor due to changes in relative humidity or variations in the temperature characteristics of the elements. can be prevented. Further, by determining the temperature coefficient of the circuit board in advance in addition to temperature compensation of the humidity sensor, a special circuit is not required for temperature compensation of the board. Furthermore, as long as the standard characteristic line is stored in memory, there is no need to measure the initial characteristic line for each element constituting the sensor, and therefore there is no need to make adjustments due to differences in the characteristics of the elements.

【図面の簡単な説明】[Brief explanation of drawings]

第1図、第2図および第3図は本発明による補正方法を
説明するための特性図、第4図は本発明による補正方法
を演算するマイコンのブロック図、第5図は従来の補正
方法の説明図である。 (20)・・・標準特性入力端子、(21)・・・RO
M、(22)・・・湿度センサ、(23)・・・RAM
、(24)・・・温度センサ、(25)・・・CPU。
1, 2, and 3 are characteristic diagrams for explaining the correction method according to the present invention, FIG. 4 is a block diagram of a microcomputer that calculates the correction method according to the present invention, and FIG. 5 is a conventional correction method. FIG. (20)...Standard characteristics input terminal, (21)...RO
M, (22)...humidity sensor, (23)...RAM
, (24)...Temperature sensor, (25)...CPU.

Claims (4)

【特許請求の範囲】[Claims] (1) 相対湿度と出力電圧の標準特性線を予め設定し
ておく手段と、相対湿度を複数に区分し、それぞれの区
分毎に温度補正の関数を設定する手段と、所定期間経過
後に定点湿度法により少なくとも2点を設定し、かつ温
度補正の関数で補正する手段と、この2点の相対湿度に
おける出力電圧を測定してこれに基いて最小自乗法によ
り特性線を求める手段と、この新たな特性線と前記標準
特性線から誤差関数を求める手段と、測定雰囲気に湿度
センサをさらし、そのときの出力を得、これを前記誤差
関数により補正して正しい出力を得る手段とからなるこ
とを特徴とする湿度センサ出力の補正方法。
(1) Means for setting standard characteristic lines of relative humidity and output voltage in advance, means for dividing relative humidity into multiple sections and setting a temperature correction function for each section, and means for setting fixed point humidity after a predetermined period of time. A means for setting at least two points using the method and correcting it using a temperature correction function, a means for measuring the output voltage at the relative humidity of these two points and determining a characteristic line based on this using the least squares method, and this new method. means for determining an error function from the characteristic line and the standard characteristic line; and means for exposing the humidity sensor to the measurement atmosphere, obtaining the output at that time, and correcting this using the error function to obtain the correct output. Features a humidity sensor output correction method.
(2) 相対湿度の区分は10〜20%の間の等しい間
隔からなる特許請求の範囲第1項記載の湿度センサ出力
の補正方法。
(2) The humidity sensor output correction method according to claim 1, wherein the relative humidity divisions are equal intervals between 10 and 20%.
(3) 湿度センサは抵抗変化型を用い、実際の測定値
に温度および経時変化補正関数を加減して25℃の標準
特性に一致せしめるようにした特許請求の範囲第1項ま
たは第2項記載の湿度センサ出力の補正方法。
(3) The humidity sensor is of a variable resistance type, and the actual measured value is adjusted by a temperature and aging correction function to match the standard characteristics at 25°C, as described in claim 1 or 2. How to correct the humidity sensor output.
(4) 演算はマイコンで行うようにした特許請求の範
囲第1項記載の湿度センサ出力の補正方法。
(4) A method for correcting a humidity sensor output according to claim 1, wherein the calculation is performed by a microcomputer.
JP13812985A 1985-06-25 1985-06-25 Method for correcting output of humidity sensor Pending JPS61296250A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP13812985A JPS61296250A (en) 1985-06-25 1985-06-25 Method for correcting output of humidity sensor

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP13812985A JPS61296250A (en) 1985-06-25 1985-06-25 Method for correcting output of humidity sensor

Publications (1)

Publication Number Publication Date
JPS61296250A true JPS61296250A (en) 1986-12-27

Family

ID=15214657

Family Applications (1)

Application Number Title Priority Date Filing Date
JP13812985A Pending JPS61296250A (en) 1985-06-25 1985-06-25 Method for correcting output of humidity sensor

Country Status (1)

Country Link
JP (1) JPS61296250A (en)

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6488145A (en) * 1987-09-30 1989-04-03 Canon Kk Humidity measuring instrument
JPH01161574A (en) * 1987-12-18 1989-06-26 Hitachi Ltd System for monitoring state of real time
JPH0224374U (en) * 1988-07-30 1990-02-19
JP2014119419A (en) * 2012-12-19 2014-06-30 Kyocera Document Solutions Inc Image forming apparatus and humidity measurement method
JP2016017889A (en) * 2014-07-09 2016-02-01 株式会社デンソー Humidity sensor and humidity sensor calibration system

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS6488145A (en) * 1987-09-30 1989-04-03 Canon Kk Humidity measuring instrument
JPH01161574A (en) * 1987-12-18 1989-06-26 Hitachi Ltd System for monitoring state of real time
JPH0224374U (en) * 1988-07-30 1990-02-19
JP2014119419A (en) * 2012-12-19 2014-06-30 Kyocera Document Solutions Inc Image forming apparatus and humidity measurement method
JP2016017889A (en) * 2014-07-09 2016-02-01 株式会社デンソー Humidity sensor and humidity sensor calibration system

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