JPS5821544A - Measuring method for chemical reaction rate - Google Patents

Measuring method for chemical reaction rate

Info

Publication number
JPS5821544A
JPS5821544A JP12123381A JP12123381A JPS5821544A JP S5821544 A JPS5821544 A JP S5821544A JP 12123381 A JP12123381 A JP 12123381A JP 12123381 A JP12123381 A JP 12123381A JP S5821544 A JPS5821544 A JP S5821544A
Authority
JP
Japan
Prior art keywords
section
absorbance
data
interval
inclination
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.)
Granted
Application number
JP12123381A
Other languages
Japanese (ja)
Other versions
JPS6348300B2 (en
Inventor
Shinichiro Watanabe
渡辺 伸一郎
Masaji Nishimoto
西本 正司
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.)
Jasco Corp
Original Assignee
Japan Spectroscopic Co 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 Japan Spectroscopic Co Ltd filed Critical Japan Spectroscopic Co Ltd
Priority to JP12123381A priority Critical patent/JPS5821544A/en
Publication of JPS5821544A publication Critical patent/JPS5821544A/en
Publication of JPS6348300B2 publication Critical patent/JPS6348300B2/ja
Granted legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/27Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration
    • G01N21/272Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration for following a reaction, e.g. for determining photometrically a reaction rate (photometric cinetic analysis)

Abstract

PURPOSE:To enable removal of a false signal due to dusts and air bubbles in a solution, by a method wherein an inclination of a change in absorbance is found from data by a minimum square method, and a second inclination is then found from data being within a width of a given range from aforesaid inclination. CONSTITUTION:An absorbance signal from a detector 1 is inputted to a central processing unit 5 through a logarithmic converting circuit 2, an A/D converting circuit 3, and an interface 4. The CPU5 finds a first inclination alpha' of a change in absorbance in a section from data of a whole range by a minimum square method, 40% worst is then removed from the value of the alpha' to select remaining data, and from the selected data, a second inclination alpha'' is further found by the minimum square method. The inclination alpha'' is multiplied by a given coefficient value to display an enzyme active value, being the measurements, in a display unit 11. Simultaneously, the whole section is divided into two sections of a front and a rear section to find inclination alpha''1 and alpha''2 in each section. If a ratio between the inclinations is within a given range, it is displayed to be normal, and if not, it is displayed to be abnormal

Description

【発明の詳細な説明】 本発WAFi吸光度が時間に比例して変化する化学反応
t−欄定する方法に調し%4$にそO測定が正しい条件
下で行われたか否かt検出する手段を備えた化学反応速
度測定方法に関する。
DETAILED DESCRIPTION OF THE INVENTION The present WAFi absorbance changes in proportion to time in a chemical reaction. The present invention relates to a chemical reaction rate measuring method equipped with a means.

従来、吸光度が時間に比例して変化する化学反応の一例
としてII素反応が知られている。酵素反応では、1分
間轟9o甑光10変化量に%物質及び測定条件から定型
る定数を乗じて酵素活性値を求め条、必l!がある。と
ζろで酵素反応の場合、反応の初期段階においてラグ7
エイズと呼とれる非直線反応の区間があ〕、反応開始し
て多少0時間遅れ後直線反応Kするため、酵素活性値紘
この直線部分′cIIII定しなけれとならない7この
ため従来は、経験的に前述のラグ7エイメの時間を知り
その時間が経過した1lKI]j!!開始するか、ある
いはqIi会昭54−40036号公報に開示されてい
ゐ様に、測定結果が直線部分であるか否か041[1断
を2時点における吸光度O変化分の積分値管求めて行う
方法が用いられている。
Conventionally, the II elementary reaction is known as an example of a chemical reaction in which absorbance changes in proportion to time. For enzymatic reactions, the enzyme activity value is determined by multiplying the amount of change per minute by a constant determined from the % substance and measurement conditions. There is. In the case of an enzymatic reaction with
There is a period of non-linear reaction called AIDS, and a linear reaction occurs after a 0-hour delay from the start of the reaction, so the enzyme activity value must be determined by the linear portion of this line.7For this reason, conventional methods have been I found out the time of the aforementioned Lag 7 Aime and that time had passed 1lKI]j! ! Alternatively, as disclosed in QIi Kai Publication No. 54-40036, whether or not the measurement result is a straight line is determined by calculating the integral value of the change in absorbance O at two points in time. method is used.

しかしながら、後者の方法では積分すゐ範囲のデータが
全てwe入れられ、反応溶液中のゴ建。
However, in the latter method, all the data in the integral range are included, and the data in the reaction solution are calculated.

気泡、検体Kll、因する濁〕勢によって生ずる偽信号
4含まれてしまうため、実際には直線部分であっても直
線部分でthと判断されてしまうことがしばしば生じる
。一方これら反応溶箪中Oゴ電、気泡、検体由来の濁e
*を反応溶液から完全に除去すること祉事実上不可能で
あ珈、従って精度O高い信頼性のあゐ測定結果を段るた
めKは、橢走信号の#!&理方法管工夫し測定誤差の原
因による影響を最大隈取)#〈ことが要求されている。
Since false signals 4 caused by air bubbles, sample Kll, and the resulting turbidity are included, it often happens that th is determined to be a straight line even if it is actually a straight line. On the other hand, in these reaction chambers, electricity, bubbles, and turbidity from the sample
It is virtually impossible to completely remove * from the reaction solution, therefore, in order to obtain a highly reliable measurement result, the accuracy of K is the #! of the running signal. & Management methods are required to maximize the effects of measurement error sources.

零発−の目的は上記0点に鑑み、測定誤差の原因による
影響管最大[除去てきる測定信号の処履方法管提供する
ことにある、すなわち本発明による化学反応速度測定方
法は、光電変換され九甑光度の信号をム/D変換し、該
デジタル信号のうち一定時間間隔毎Oデーメ1;定区間
メモリ機能に取入れ、次いでに)該データから最小二乗
法によ〕そO区間に&ける吸光度変化の第1の傾装置を
求め、@款第10傾配置かも一定範囲の市内にあるデー
タを選出し、0該選出データから第20傾配、−を求め
ることを特徴とする4のである。
In view of the above-mentioned point, the purpose of the present invention is to provide a method for processing measurement signals that can eliminate the effects of measurement errors, that is, the method for measuring chemical reaction rates according to the present invention is based on photoelectric conversion. The signal of nine luminous intensity is subjected to M/D conversion, and the digital signal is taken into the fixed interval memory function at regular time intervals, and then) the data is converted into O intervals by the least square method. The method is characterized in that the first gradient of the change in absorbance is found, the data within a certain range of the city are selected for the 10th gradient, and the 20th gradient, - is found from the selected data. It is.

又酵素反応において、新しい反応による項目を測定する
場合、ラグ7エイズと呼ばれる非直線反応の区間がどの
くらいの時間か又直線反応の区間がどO(らいかを前も
って確定する必要である。
In addition, when measuring an item resulting from a new reaction in an enzyme reaction, it is necessary to determine in advance how long the period of a nonlinear reaction called lag 7 AIDS is and how long the period of a linear reaction is.

その時間が判れと、それと同じ反応による項lを測定す
ゐ場合、それらの区間の時間を前もって設定した測定が
可能となる。そOえめに、継続しえ多斂区間につ−で各
区間ととに最小二乗法により吸光度変化の第10傾配置
1次いでiかも一定範囲の市内#Cあるデータを用いて
第3の傾装置を求め、この第2t)傾起を各一定区間と
とに継続した多数区間にわたって表示し、該値がある範
111MKあるかどうかで、吸光度と時間とが比例関係
を維持する区間及び比例関係が成シたたない区間を確定
する方法管提供する4oである、 又吸光度と時間とが比例関係′を維持する区間での傾起
管活性値として表示するときに、反応溶液中のゴミ、気
泡、検体KIE因する濁シ等によるデータ管除去して信
頼度の高い値を得るため、最小二乗法によ〕吸光度変化
の第1の傾装置1次いでiから一定市内にあるデータを
用いて纂20傾配置を求め、その値に一定係数t*#f
て活性値として表示する方法を提供する。
If we know the time and measure the term l due to the same reaction, it becomes possible to measure the times of those sections in advance. In order to do so, we can continuously calculate the 10th slope of the absorbance change for each section using the least squares method for each section. Obtain the tilting device, and display this 2nd t) tilt over a number of continuous intervals in each constant interval, and depending on whether the value exists in a certain range 111MK, determine the interval and proportionality where the absorbance and time maintain a proportional relationship. The method for determining the interval where the relationship does not hold is 4o, and when expressed as the tilt tube activity value in the interval where absorbance and time maintain a proportional relationship, In order to obtain highly reliable values by removing data tubes caused by air bubbles, turbidity caused by sample KIE, etc., data within a certain city is calculated using the least squares method. Find the 20 tilt configuration using
The present invention provides a method for displaying the activity value as an activity value.

又その活性値が、本来吸光度変化が非直線でああ部分の
一部tm*部分の区間として求めてし壇った)、あるい
は最小二乗法によ)落雪O傾起α會求めゐ際に第10傾
配電から一定市内にあるデーターを用いる九め1本来取
〕入れるべきデーターを捨ててしまつ九pすゐことをチ
ェックするえめに1データを取り入れた区間を前後二区
間に分けて全区間O傾きとは別に、その二区間での吸光
度変化O第2の傾起α1.a、をそれぞれ求め、その比
を求めてその値がある条件内に入れば(理想はl)正常
そうで1kl/%場舎紘異常を表示する方法管提供する
亀のである。
In addition, the activity value was originally determined as the section of the tm* part of the part A where the change in absorbance was non-linear, or by the least squares method). 10 Using data in a certain city from the power distribution To check that the data that should have been taken is discarded, divide the section where the data was taken into two sections, the front and back, and check the whole section. Apart from the slope of section O, the absorbance change in the two sections O second slope α1. a, respectively, and calculate their ratio, and if the value falls within a certain condition (ideally 1), it will appear to be normal, but it will be 1kl/%, which is a method to display an abnormality.

以下本発明の実施例tmwec沿ってさらに詳しく説明
する。第1図紘本方法管実施する装置のプ冑ツク図で、
1は吸光度測定用の検知器である。
Hereinafter, the present invention will be explained in more detail along with the embodiments tmwec. Figure 1 is a schematic diagram of the equipment used to carry out the Hiromoto method.
1 is a detector for measuring absorbance.

検知器1からの吸光度信号は対数変換回路2を経た後、
アナーダ・デジタル変換回路3でデジタル信号へム/D
変換される。ζOデジタル信号がインターフェイス4を
通じてCPU(電子計算機O中来演算麩鳳装置)Sへ入
夛、そζで後述O演算慇鳳が行われる。8は8点Mで、
吸光度の傾11!求め為区間の長さ、反復調教O指定値
等測定上必I!な条件が記憶されて−る。この8点Ml
へOII際の書込みは、指令スイッチ7の操作によジイ
ンター7エイス6を経、CPU5を通じて行ちれる、又
9はROMで、これにはCPUKおける演算旭理グーグ
ツムが内蔵されている。こうして吸光度信号の入力に応
じて、CPU5で演算廻履され九結果がインターフェイ
ス10を介し表示装置11に表わされ、測定した区間が
直線部分にあるかどうかの判定が示される。
After the absorbance signal from the detector 1 passes through the logarithmic conversion circuit 2,
Anada/Digital conversion circuit 3 converts the digital signal to /D
converted. The ζO digital signal is input to the CPU (electronic computer operating system) S through the interface 4, where the O operation described below is performed. 8 is 8 points M,
Absorbance slope 11! Required for measuring the length of the required section, the specified value of repeated training O, etc.! The conditions are memorized. This 8 point Ml
Writing to OII is performed through the CPU 5 via the digital interface 7 and the 8th 6 by operating the command switch 7. Also, reference numeral 9 is a ROM, which has a built-in arithmetic algorithm for the CPUK. In this manner, in response to the input of the absorbance signal, the CPU 5 performs calculations, and the results are displayed on the display device 11 via the interface 10, indicating whether or not the measured section is in a straight line.

#I2図は吸光度スペクトルと測定プロセスのlI係を
示す図、第3図はCPU5Kよる演算処Il。
#I2 is a diagram showing the relationship between the absorbance spectrum and the measurement process, and FIG. 3 is the arithmetic processing by the CPU 5K.

主要部分を示すチャート図で、以下これらを参照して測
定方法を説−する。
The measurement method will be explained below with reference to charts showing the main parts.

第2図において12は吸光度スペクトルで、0は測定ス
タート時点を示し、8は終了時点を示す。
In FIG. 2, 12 is the absorbance spectrum, 0 indicates the measurement start point, and 8 indicates the end point.

図示のように%スペクトルの最初の一定区間社反応が直
線的でなく、七〇t&吸光度が直線的に減少し始める。
As shown in the figure, the reaction in the first certain section of the % spectrum is not linear, and the absorbance begins to decrease linearly.

この直線的でないッグ7エイメ区間に対応したディレィ
時間DTfeff演算処理の開始は遅らされる。これが
第3図の13デイレイタイマに対応している。直一部分
に入った所で測定が開#畜れ、第1111定区間MTs
iび第2測定区間を雪K11つて吸光度のデータが取ら
れ演算処理へと送られ!、 e01i11#j1811
0141ffijlf−1!−Fと対応していり。
The start of the delay time DTfeff calculation process corresponding to this non-linear interval is delayed. This corresponds to the 13-day delay timer shown in FIG. Measurement started when entering the direct section, 1111th fixed section MTs
Absorbance data is taken from snow K11 in the second measurement section and sent to calculation processing! , e01i11#j1811
0141ffijlf-1! - Corresponds to F.

ζζでt−ra光度変化の直線区間が予じめ判っている
場金管説明すると、第1110[i11区間O金範@M
TOデーメよ)最小二乗法でその区間Kかけ為眼光度賓
化の第1の傾起置t求めに)、次にat)at)@fD
うちワースト40%!#外して残り0データを選mしく
至)、こeaasデーメからIK#小二乗法によりBo
頷配aを求める0、そしてζO傾傾起K一定係数’t#
tjて測定値である酵素活性値が表示される。
If the linear section of the t-ra luminous intensity change is known in advance in ζζ, then the 1110 [i11 section O gold range @M
To find the first tilt position t of the interval K by the method of least squares), then at) at) @fD
Worst 40% of them! # Remove it and select the remaining 0 data), from this eaas data, IK # Bo by the method of least squares.
0 to find the nod distribution a, and ζO inclination K constant coefficient 't#
The enzyme activity value, which is the measured value, is displayed.

又これと平行して、ζO全区間管前後2等分しそれぞれ
O区間Mrt、 Mrm においても、全区間MTと1
Iill*に最小二乗法によゐ直線りまル第10傾配置
、とi、を求め、その直−〇上下一定巾にあるワースト
4(ltlk%/%九データ管用いて、j!に最小二乗
法によ#[#1求めそのと龜O傾起71t ii、管求
めす る。そして、そO比 α、が一定範囲内に入れに正常そ
うでない場合轄異常を表示する。すなわち半区間での傾
起比がOj9□/蓄、≦IJt)関係を満さない場合、
第3図りを経て表示部には、測定区間に異常データが入
っていること會示す異常信号が表示される。
In addition, in parallel to this, the entire ζO section is divided into two equal parts, the front and back, and the O sections Mrt and Mrm are also divided into the entire section MT and 1
Find the 10th tilt arrangement around a straight line and i by the least squares method on Iill*, and use the worst 4 (ltlk%/%9 data tube) located on the straight line - Calculate #[#1 using the multiplicative law. Then, if the O ratio α is within a certain range and is not normal, an abnormality will be displayed. In other words, if the O ratio α is within a certain range, an abnormality will be displayed. If the inclination ratio does not satisfy the relationship Oj9□/accumulation, ≦IJt),
After the third diagram, an abnormal signal indicating that abnormal data is included in the measurement section is displayed on the display section.

一方吸光度変化の直線区間が未知の新しい反応による項
iitw+定すゐ場合には、前もって設定した測定時間
で継続した多数区間について上述の方法に従い各区間の
αtm定しそれを比較することKJニジ、非直線部及び
直線部O判断確定會行い、この直線部管活性値測定用の
直線区間とすることが出来る。
On the other hand, if the linear section of the absorbance change is determined by the term iitw+ due to an unknown new reaction, determine αtm for each section using the method described above for multiple sections that continued over a preset measurement time and compare them. A non-straight section and a straight section O are determined and determined, and this straight section can be used as a straight section for measuring the pipe activity value.

以上述べ九ように本発明によれと、最小二乗法を用いて
直at導出し、その傾起から一定範囲の中肉にあるデー
タを用い更に直5tvait、、第2の傾起【求め、そ
れを用いて活性健全表示しているため、溶液中ays、
気泡等によゐ偽信号管除去した信頼度の高−値が得られ
ると共に1前後2区間に分けたデータを用いて第2傾起
の比を求めることによ〕正常異常O判断表示管し當にデ
ータのチェック【行える利点がある。又新しい項目を測
定する場合、直線、非直線領域がどのくらいの時間であ
るか會確定できるという利点もある。
As described above, according to the present invention, the least squares method is used to derive the direct at, and data in the middle of a certain range from the inclination is used to further calculate the second inclination. Since the active and healthy display is performed using the ays in the solution,
By removing false signal tubes due to air bubbles, etc., a highly reliable value is obtained, and by calculating the ratio of the second slope using the data divided into two sections before and after the first, it is possible to display the normal/abnormal O judgment. It has the advantage of being able to check the data. Another advantage is that when measuring a new item, it is possible to determine how long the linear and non-linear regions are.

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

第1図は本発明による化学反応速度一定方法を実施する
装置のプ胃ツク図、第2図は反応速ft測定する吸光度
プログ2ムと測定プロ士スの関係を示す図、第3図は演
算処理の主要部分を示すチャート図である。 1・・・検出II      2−・・対数変換回路3
・・・アナジグ・デジタル変換回路 4.6.10・・・インターフェイス 5・・・CPU      7・・・指令スイッチ8・
・・凡ムM     9・−ROMll・・・表示装置
   12・・・吸光度スペクトル出願人 日本分光工
業株式会社 代理人 丸 山 幸 雄
Figure 1 is a schematic diagram of an apparatus for carrying out the method of constant chemical reaction rate according to the present invention, Figure 2 is a diagram showing the relationship between the absorbance program for measuring reaction rate ft and the measurement procedure, and Figure 3 is a diagram showing the relationship between the absorbance program for measuring the reaction rate ft and the measurement procedure. FIG. 3 is a chart diagram showing the main parts of arithmetic processing. 1... Detection II 2-... Logarithmic conversion circuit 3
...Anajig/digital conversion circuit 4.6.10...Interface 5...CPU 7...Command switch 8.
...Bonmu M 9-ROMll...Display device 12...Absorbance spectrum Applicant: JASCO Corporation Agent Yukio Maruyama

Claims (1)

【特許請求の範囲】 (1)  吸光度と時間とが比例関係管維持すゐ時の反
応速度をこの傾きから求める化学反応速度測定方法にお
いて、 光電変換された吸光度の信号管ム/D変換し、該デジタ
ル信号のうち一定時間間隔毎のデータを一定区閲メ毫り
機能に取入れ、次いて内骸データから最小二乗法によシ
その区間にお轄ゐ吸光度変化の第10傾配置t求め、(
ハ)該第10傾配置から一定範囲の中肉にあるデーメt
a出し、0該選出データから第20傾配αを求めること
を41像とする化学反応一定方法。 (2、特許請求の範I!第1項に記載の方法を用い。 継続した多数区間について各区間ととに上記第2の傾起
al求めて表示し、該値より、吸光度と時間とが比例関
係を維持する区間及び比例関係が成夛立たない区間を確
定する方法。 (3)  特許請求の範囲第2項に記載の方法を用いて
確定した吸光度と時間とが比例関係1m持する区間に対
し、該区間を新たな一定区間としてそ0区間における上
記第2の傾装置を求めこれに一定定数tSけて測定値を
表示すること′YrIf!!黴とする化学反応測定方法
。 (4)  411許請求t)@8第3項に記載の方法を
用いて測定表示する区間に対し、該区間の前半分区間と
後牛分区関Kj−ける吸光度変イヒ1記第2の傾起るよ
うにしたこと10黴とする化学反応測定方法。
[Claims] (1) In a chemical reaction rate measuring method in which the reaction rate when a proportional relationship between absorbance and time is maintained is determined from this slope, the photoelectrically converted absorbance is subjected to signal tube M/D conversion, Incorporating data at regular time intervals among the digital signals into a fixed section review function, and then calculating the tenth gradient t of the absorbance change that applies to that section from the internal data using the least squares method; (
c) Demet located in the middle thickness of a certain range from the 10th tilted arrangement
A chemical reaction constant method whose 41st image is to obtain the 20th slope α from the selected data. (2. Using the method described in Claim I! Section 1. For each continuous section, calculate and display the second slope al for each section, and from this value, calculate the absorbance and time. A method for determining an interval in which a proportional relationship is maintained and an interval in which the proportional relationship does not stand. (3) An interval in which the absorbance determined using the method set forth in claim 2 and time maintain a proportional relationship for 1 m. , the above-mentioned second tilting device in the 0 interval is determined by setting this interval as a new constant interval, and the measured value is displayed by multiplying by a constant constant tS. ) 411 Request t) @8 For the section to be measured and displayed using the method described in Section 3, the absorbance change between the front half section and the rear cattle section of the section is determined by the second slope. 10 Methods for measuring chemical reactions with mold.
JP12123381A 1981-07-31 1981-07-31 Measuring method for chemical reaction rate Granted JPS5821544A (en)

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Application Number Priority Date Filing Date Title
JP12123381A JPS5821544A (en) 1981-07-31 1981-07-31 Measuring method for chemical reaction rate

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Application Number Priority Date Filing Date Title
JP12123381A JPS5821544A (en) 1981-07-31 1981-07-31 Measuring method for chemical reaction rate

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JPS5821544A true JPS5821544A (en) 1983-02-08
JPS6348300B2 JPS6348300B2 (en) 1988-09-28

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS60132683A (en) * 1983-12-22 1985-07-15 Kansai Paint Co Ltd Film forming method
JPS60253977A (en) * 1984-05-31 1985-12-14 Shimadzu Corp Automatic analysis instrument
JPS6250645A (en) * 1985-08-30 1987-03-05 Jeol Ltd Chemical analysis
JPS6298256A (en) * 1985-10-25 1987-05-07 Meidensha Electric Mfg Co Ltd Method for measuring respiration speed
JPS62181354A (en) * 1986-02-04 1987-08-08 Sumitomo Naugatuck Co Ltd Weather-resistant resin composition
JP2011226909A (en) * 2010-04-20 2011-11-10 Hitachi High-Technologies Corp Automatic analyzer and automatic analysis method

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS60132683A (en) * 1983-12-22 1985-07-15 Kansai Paint Co Ltd Film forming method
JPH0366952B2 (en) * 1983-12-22 1991-10-21 Kansai Paint Co Ltd
JPS60253977A (en) * 1984-05-31 1985-12-14 Shimadzu Corp Automatic analysis instrument
JPS6250645A (en) * 1985-08-30 1987-03-05 Jeol Ltd Chemical analysis
JPS6298256A (en) * 1985-10-25 1987-05-07 Meidensha Electric Mfg Co Ltd Method for measuring respiration speed
JPS62181354A (en) * 1986-02-04 1987-08-08 Sumitomo Naugatuck Co Ltd Weather-resistant resin composition
JP2011226909A (en) * 2010-04-20 2011-11-10 Hitachi High-Technologies Corp Automatic analyzer and automatic analysis method

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