Please use this identifier to cite or link to this item: https://er.chdtu.edu.ua/handle/ChSTU/8361
Title: Автоматизована система корекції похибок вимірювання витратомірів рідини
Authors: Трембовецька, Руслана Володимирівна
Осадчий, Сергій Миколайович
Keywords: витратомір рідини;автоматична корекція похибки;вимірювальна система;метрологічні характеристики;підвищення точності вимірювання
Issue Date: 15-Dec-2025
Abstract: У роботі розроблено вимірювальну систему для перевірки перетворювачів витрати рідини з автоматичною корекцією похибки та досліджено сучасні методи підвищення точності вимірювання.
The work develops a measurement system for testing liquid flow transducers with automatic error correction and investigates modern methods for improving measurement accuracy.
URI: https://er.chdtu.edu.ua/handle/ChSTU/8361
Appears in Collections:174 Автоматизація, комп'ютерно-інтегровані технології та робототехніка (Робототехнічні системи та автоматизація)

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36 
 
 3 
    
   FLOW SIMULATION 
 
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3.3  
 
 —   ,     ,  
        .  
  SolidWorks     . 
 
1)   .       
 . 
 
.3.3.    
 
2)   .      
39 
 
  ,     « ». 
 
.3.4.    
 
 .        
,       
 
 
 
40 
 
 
.3.5.    
 
4)  .    '    « », 
  - «  » 
 
 
 
.3.6.   
 
 .       105    
20º . 
41 
 
 
 
 
.3.7.    
 
6)  .      ,    
.         : 
«    1» (   ), «    2» (   
). 
 
 
 
.3.8.    
 
42 
 
.     ,     
 Flow Simulation.     « '  ». 
     «  », « », 
« ». 
 
.3.9.   
 
8) .   SolidWorks     
      . 
        
.     ,   
      . 
          
      [10]. 
           
.   SolidWorks 2017    
      ,   3.10 
     ,    , 
    ,   ,    
. 
         
43 
 
 ,   .    '   
      .   3.11-3.12  
         . 
 
 
.3.10.    
 
 
.3.11.   
 
44 
 
 
.3.12.   
 
 
      ,    , 
   .  ’    SolidWorks   
    .   3.13-3.14  
    
 
.3.13.   . 
 
 
.3.14 -  -   
     . 
 
45 
 
 
.3.15.     
 
 
 
 
3.4  
 
-         
.    ,     , . 
      : ’  
,  ,   , . 
    .3.16. 
 
 
 
.3.16.   
46 
 
 
 , ,       
  47 .      . 
,         
 ,     ,     
. 
 
 
.3.17.       
 
  3.18  3.19        
   . 
 
 
.3.18.   
 
 
47 
 
 
.3.19.   
 
     ,     
,       .     
     . 
. 
 
3.5     
 
   « » -     ,  
        .   
SolidWorks  ,       
 SolidWorks . 
'        ,     
   . 
          
  ,       
 . 
      3.20 
 
48 
 
 
.3.20. -    
 
         
    . 
 
 
 
.3.21.   
 
   « »    
     . 
       « »  
 «Flow Simulation». 
49 
 
 
.3.22.   
 
 
3.6         
 
 
  SolidWorks Flow Simulation    
.   ,    ,  
       . 
     
 
 
 3.1 –      
 
    .    .3.23 
 
50 
 
 
 
.3.23 -        
 
 
          
  
          
 3.1. 
 
 (3.1) 
 
  ΔQ  -    ; 
ΔQ  -   ; 
ΔQ -    (      Q  
rK=0 ). 
 
     3.2. 
 
 3.2 - ,     
 
      3.2. 
    4.3. 
51 
 
 
 (3.2) 
 
 δQ  -    ; 
ΔQ  -    ; 
ΔQ -   . 
 
 4.3 - ,     
 
 
 
 
.3.24.        
   
 
 
 
  
52 
 
 4 
     
 
 -   ,      ( , 
)   . ,    ,  
,    '   -   (   
 15528-86). ,       , 
   . 
  : 
-     qm [kg / s] 
-   '   qV [m3 / s]. 
  ,     (    qm) 
   ρ.   ’     
'   : 
 qm = qv                                                    (4.1) 
  -  . 
 ,   ,   .  
         , 
,  , ,  -      
.         
     . 
        ,  
,   . 
1.   .        
0,2 ... 0,5%.         
    ( , , 
  . .),       . 
2. .     ,    
    .       
,        . 
53 
 
3.       .  
      ,     
    .      , 
         (  
  )  . 
4. .      ,    
      . 
5.    (  / in).     . 
   ,  ,  
   8 ... 10.        
    . 
          
 . 
. ,    : 
-   ;  
-  ;  
- ;  
- ;  
- . 
.     : 
- ;  
-  (     );  
-   .  
. ,     :  
- ;  
- ;  
- ;  
- ;  
- - ;  
- . 
54 
 
. ,    : 
- ; 
- ;  
- . 
          
         ,   
  .      , 
   ( ,     )    
 .        
.      .  
, -      . 
     ,   
       , 
, ,    .   4.1 
      « ». 
 
 4.1  
   -   ″ -300″ 
      Dy, mm 
 25 32 50 80 100 150 200 
0,18 0,25 0,4 1,0 1,5 5,0 6,0 
 , m3 / h 7,5 12,5 25 60 100 200 350 
9 20 50 120 200 400 700 
     
     5 
, 0  
     
   1...150 
, 0  
55 
 
 , P   1,6 
   5  -  ; 
  
 2 -   
 , % 2 ... 4 
   '   
″ - ″-  ( ) 
: 
 
          
    ,     
     . 
     '  
 α: 
α = 1 ⋅ dV
V dT ,                                                (4.2) 
    V    T  1 .   
 α       . , 
,  α = 15⋅10-5 -1
 ,   α = 124⋅10-5 -1.   
α .       '     
  . 
       : 
   .     
  .    ( )   
  . 
        
.       ,  
  '  .        
  ,     ' ,   
56 
 
  .       
    .      
 6651-78    4.2. 
  
 4.2 
      
  
   
  
  0 ° C,   
 
Ω  , °  
 
1  1   —50  1100  
5  5   —100  1100  
10  10   —200  1000  
 
50  50   —260  1000  
100  100   —260  1000  
500 500  —260 300 
10  10   —50  200  
50  50   —50  200  
 
53  .23  —50  180  
100 100  —200 200 
       . 
    ,     
  '   .        
   PQ (t),         
.        -   
  = E (t1, t2) -        . 
  4.3    .  
          3044-84.  
 
57 
 
 4.3  
   
      
    , °  
  -  XK (L) -200 ... +600 
  -   ( ) -200 ... +1000 
 (10%) - 
  (5) 0 ... +1300 
 
  -   ( ) -1 0 ... +2200 
 
       , 
         ,  
      . 
 ,      - .    
     χ.     
dV     1 .  [],      
    10-4  10-5 -1,         
             
. 
 ,     ,   
 ,     -    
.  ,         
     -   .  
       
  -  .   
     - ,   
 '     ( ,   
,   '   . .)    
      .4.1. 
 
58 
 
 
 1    
 
 
 
 2   
 
 
.4.1 -      : 
 -  ;  -  ;  -  ' ;           
 - -  ;  - ;  - 
  
 
           
 "Calmex"  "Premex" (C ).     
     ,     
 .     : 
-  ; 
-    OT-5; 
-    5; 
-    "Cosmos WS"   ; 
-  ; 
-   RS485 (  RS-232) 
-   . 
    : 
-   , º  ………………………...…...0…50  
- , % …………………………………….…….....…        .  90 
-   ………………………………………………..……IP 55 
-    , º  …………...5…165  
-  , %……………………….…………….…..1,5  
-  ..…………………………………....Pt 500 
59 
 
        
 .        , 
     -  , ,   
     ,   .   
 (   )      
    1  1000 imp / m3 
       - 
  " ", . .       
( . .4.1),     -  -010, 
-011,        ,  
      .  
  : 
-   ; 
-   ; 
-  ; 
-   . 
  : 
- 5     5   ;  
-     4%; 
-          
   62 ;  
-   RS-485 (RS-232)  '      
'   . 
         
1,5%.    (   )  0,7  43400 m3 / h. 
           
 .    '        
 -   .        
     .  4.2. 
 
60 
 
 
 1 1  
 
 n n 
 
 
1 1    
 
 
 n n  
 
 1 1 
  
 
  
 n n
 
 
.4.2 -        
   : 1 ... n –   
; 1 ... n –   ; 
1 ... n –   ; 1... n – 
     ; 1... n – 
     ; 
1... n –      ; 
-  ;  - ;  -   
;  -   –  (RS485, RS232). 
 
   1 ... n   
      1%   
 0,5%  100%  Qmax.    -   0 ... 5 m . 
    '      1- ... 
61 
 
n,      0 ... 5 V     
  . 
   1  n   , 
   .      0,5 º . 
  1 - n    0 ... 5 V  
    .    
   .       
    ( )   
  .     .  
  16  ,     
 0,001%.         
      (  1: 1000), 
         
 ,        
     ,    '  
.        
.        . 
    : 
-   ............................................................           ......... 4 
G
-     max ............... .1000 
Gmin
-    
-  t, º  .............................................                         ... ..0,5   
 - '  ,% .......................................... 1 
 -  ,% ................................................... 1 
         
 - ,    «Multimag», 
«Danfoss», «Rosemount»,    - « », «  - ». 
        
     .  
62 
 
         
'     "Sensortechnics" ( ) 
     110 ... LP - PCB / 430LP ... - PCB.  
    .   
       , 
 .         
 1 ... 6 V (   110)   4 - 20 m  (   430).    
   - 0,1%,       
 0,5 Pa. 
    ,   
Druck.     .    
   0,5%.    -   40   180 
0 .  ,        «  »        
4-20 m ,        
     . 
           
″ ″.      , , 
 - ,   , , . 
       -42 0   
+70 0 ,     10 ,     15  42 V.  
     ″ -43″,    , 
 ± 1%. 
         
″ -400″,     '  , ,  
 . 
 : 
 -      ,     1 4 
; 
 -     ' ; 
      RS-232  RS485. 
63 
 
    : 
 -    '  
  *, m3 / h .. ................................................. ... .0,02 ... 27000 
-   , 0  ........................ ... ... 0 ... 180 
-   , P  ................................. 0,01 ... 2,5 
 ,% ................ ...... .......................... 4 
-  V / Hz ............................................. ............................ 220/50 
* -    -     . 
  ,       
   ,  ' ,   
,    . 
         
,    .    
       
   500  (Pt 500) W100 = 1,3850  
100  (Pt100) W100 = 1,3910   100 .     
,       4 ... 20 m . 
        
      . 
    ,       
 ,        
      .    
      .    
         
  . 
 
 
 
 
 
64 
 
5 
,   , 
     
  
 
5.1       
 
      
       . 5.1  
 ( )         : 
-  ; 
-  ; 
-   . 
     :   
 (   )  '      
 .    ,     
       0,1 ... 2,5 ,   
           
(    ).         
   . 
       
  ,     
        .  
       - 320 (   
    -    ), 
   . 
      
  -50  .  
      . 
65 
 
      « »,    
        4..20 m  
     «  ». 
         
  . 
       , 
         . 
         
    . 
           
   . 
     ,      
 -  ,     ,  - 
  ,   ,    
   ' ,  -   ).   
          
 «  »         
,        . 
       : 
-   ; 
-   ; 
-    ; 
-   (RS - 485). 
        -  
 .  
          
 ,    ,   ,  
      . 
           
  . 
66 
 
        
 ' ,     . 
     .  
, ,       , 
,  ,       .    
   -        
'   qv.      .    
       ,    
.          
 .    .     4 ... 20 mA 
   -  ,      
.             
        .  
         
    -   (    ). 
         (   
)      . 
   (     ) 
   -      
       . 
       
      -    
    ,      .   
  ,        
 ,  '  . 
    
       ,  
 ,      .   ( )  
 :     N     '  
  m3.  '   qv      
67 
 
   .     '    
: 
N
q v = K ,  (5.1)  
  -   (     - 
 ); 
 -     . 
        - 320   
 N = 100  / m3.        0,5  200 m3 / h 
  Nmin   Nmax  ,    
 : 
   Nmin= Gmin · N  = 0,5 · 100 = 50 
   Nmax= Gmax · N  = 200 · 100 = 20000, 
  Gmin -   ; 
        Gmax -   . 
     - ,  
 .    N : 
N = Ent { log2Nmax + 1}= Ent { log220000 + 1} = 16, 
(5.2)  
 
 Ent -   . 
       16  , 
   .   
     t°    5.1.2 
 : 
Nt≡  t°· K  ·  ·  ·  · , (5.3)  
 K       
[Ω/ 0C]; 
  -      [V /Ω]; 
 -    [V / V]; 
 -    [V / V]; 
68 
 
 -    [N / V]. 
   ,      
 .        
 50 , c   R0 = 50    0 0 .  
       
  160 0    Rt = 84,235 . 
       , 
  I  = 1 mA       : 
U min = I ⋅ R0 = 10-3  50 = 50 mV. (5.4)  
U max = I ⋅Rt. = 10-3  84,235 = 84,235 mV. (5.5)  
      ,          
U max = 100 mV.       2,5 V (  
   ).      
  ct : 
U
K = = 2,5
ct −3 = 25  (5.6)  
U 100 ⋅10
  ,  ct= 25, ,  U  max = 2,5 V,   
        
 .        1.  , 
        1. 
      : 
Np≡ P · K  ·  ·  ·  ·  (5.7)  
 P -    ; 
K     ; 
K  -      ; 
K  -   ; 
K  -   ; 
K  -   . 
       ″ -22- ″  
2055     0,1 - 2,5 MP .     4-20 
69 
 
m .   '       .   
 R      (    ): 
U
R ≤ = 2,5 =125 Ω (5.8)  
Imax 20 ⋅10−3  
     R  = 120 .  
       1,   =  = 1. 
      .  
    . 
  ,   δ   
   Δ    , : 
qv = {K 0(1+ δ ) + Δ } N
⋅ ,  (5.9)  
T + ΔT
  -    ; 
 -   ; 
Δ  -    . 
      i-     
 γi : 
γ i = Δ i
 
K (5.10)  
i
 i -   i-  . 
       : 
-     : 
δ =δ , (5.11)  
-     : 
γ =γ  + γ  . (5.12)  
      .  
       . 
   ψi     
       : 
 
70 
 
ψ ∂
= Σ ⋅ = ⋅ ⋅ ⋅ ⋅ = 1
∂  (5.13)  
Σ Σ
    : 
ψ = ψ = ψ = ψ = ψ = 1  (5.14)  
       
 : 
NΣ ≡ ⋅K 0(1+δ ) ⋅ 0(1+δ ) ⋅  0(1+δ ) 
(5.15)  
⋅ 0(1+δ )⋅ 0(1+δ ), 
 0 ... 0 -     ; 
δ  ... δ  -   ,  . 
         , 
: 
5 5
N t ≡ T ∏ K i 0 ( 1 + δ i )  (5.16)  
i = 1 i = 1
 i0 -    i-  ; 
     δi  -     i-  . 
        
 : 
δ Nt − N
= t0 N
= t
Σt − 1,  
N N (5.17)  
t0 t0
 
 
n n
t°∏ Ki (1 + δ i ) n
δ = i=1 i=1
Σt n − 1 = δ i  (5.18)  
t°∏ K i=1
i
i=1
      1,      
   δΣt  : 
δΣt =δ +δ +δ +δ +δ , (5.19)  
 
71 
 
      
δΣT ,         
  . ,  , ψi= 1, : 
σ (δ ) = σ 2(δ )+σ 2(δ )+σ 2 2 2
Σt (δ )+σ (δ )+σ (δ ),  (5.20)  
 σ(δΣT ) - . . .      
 . 
       
 δΣ  : 
δ Σ = δ Σ ± k σ ( δ Σ ),  (5.21)  
 k - ,       (  
  k = 3     = 0,997). 
      : 
ΔtΣ = (((( Δ1 ⋅ K + Δ2 )⋅ K + Δ3 )⋅ + Δ4 )⋅ + Δ5 )⋅ =
5 5 5 5
∏ (5.22)  
= Δ1 i + Δ2∏K  
i + Δ3∏Ki + Δ4∏Ki + Δ5 ,
i=1 i=2 i=3 i=4
 Δi -      i-  . 
   ,     
     νi (   ): 
5
σ 2
Σ t = σ ( γ i )υ 2
i , (5.23)  
i = 1
 σ Σt  -   ( . . .)   
  ; 
σ (γ i ) - . . .     i-  ; 
υi -       i-  . 
  υi , , : 
υ1 =1; υ2 =1/K ; υ3=1/K ⋅ ; υ4=1/K ⋅ ⋅ ; 
(5.24)  
υ5=1/K ⋅ ⋅ ⋅  .. 
 
72 
 
       γ Σ t  
: 
γ Σt = γ Σt ± kγ Σt , (5.25)  
 k - ,     σ Σ . 
         
   . 
    (     
         1%) 
   δΣ     γΣ    : 
δΣ  = 0,6%   γΣ  = 0,4%. (5.26)  
      
  : 
-    ; 
-    ,    
 '       ; 
-       ; 
-    . 
    : 
-     (   ); 
-        ; 
- ,       
         ; 
-     ; 
-   . 
         
       5.1. 
 
 
 
73 
 
 5.1 
      
  
  
. . . . 
 0,25 0,1 - 0,1 
  0,05 0,15 0,1 0,1 
 0,01 0,02 0,05 0,01 
 0,01 0,01 0,02 0,01 
 0,02 0,01 0,02 0,012 
 
   δΣ    γΣ      : 
δΣ    = δ  +δ   +δ   +δ   +δ   (5.27)  
 
δΣ    = 0,25 + 0,05 + 0,01 + 0,01 +0,02 = 0,34% 
       δΣT  
,       : 
5
δΣ = δ 2 = 0,12 +0,152
i +0,022 +0,012 +0,012 ≈ 0,19 %  (5.28)  
i=1
       
δΣ   : 
δ Σ = δ Σ + δ Σ = 0 ,34 % + 0 ,19 % = 0 ,53 %  (5.29)  
   . 
         
γΣ  : 
γΣ  = 0,1 + 0,05 + 0,02 + 0,02 = 0,19%. 
   γΣ  (    ) : 
γΣ  = 0,12 + 0,12 + 0,012 + 0,012 + 0,0122 ≈ 0,15 % , 
 
74 
 
   γΣt : 
γΣ  = γΣ  + γΣ  (5.30)  
 
γΣ  = = 0,19 + 0,13 = 0,32%, 
       .  
   ( .  5.1)     
  . 
       
       
 : 
δΣ =δ +δ +δ 3+δ +δ , 
γNp= ((((γ ⋅  +γ )  +γ 3) + γ + γ ) . (5.31)  
 
         
      -  . 
        
   5.2. 
 
 5.2 
      
  
  
. . . . 
 0,2 0,2 0,05 0,2 
  0,05 0,15 0,1 0,1 
 0,01 0,02 0,05 0,01 
 0,01 0,01 0,02 0,01 
 0,02 0,01 0,02 0,012 
 
   δΣ    γΣ      : 
 
75 
 
δΣ    = δ  +δ   +δ   +δ   +δ   (5.32)  
δΣ    =0,2 + 0,05 + 0,01 + 0,01 +0,02 = 0,29% 
       δΣ  
,       : 
5
δ 2
Σ = δ i = 0 ,2 2 + 0 ,15 2 + 0 ,02 2 + 0 ,01 2 + 0 ,01 2 ≈ 0 ,24 % , (5.33)  
i=1
       δΣ   
: 
δ Σ = δ Σ + δ Σ = 0 ,29 % + 0 ,26 % = 0 ,55 % , (5.34)  
    . 
         
γΣ  : 
γΣ  = 0,05 + 0,1 + 0,05 + 0,02 + 0,02 = 0,24%. 
   γΣ  (    ) : 
γ  = 0,12 +0,12
Σ +0,012 +0,012 +0,0122 ≈ 0,15 % . 
   γΣ  : 
γΣ  = γΣ  + γΣ  (5.35)  
γΣ  = 0,24 + 0,15 = 0,39%, 
       . 
   '       
  '        .  
    ρ    
 ξmax      -ξmaxt  ξmax : 
ξmaxt=δΣt +γNt; (5.36)  
ξmaxp=δΣ +γNp. (5.37)  
   ρ     : 
ρ=ρ t (1 +ξmaxt; ρ(1+ξmaxp)  , 
(5.38)  
h = h  t (1 +ξmaxt; ρ(1+ξmaxp) . 
76 
 
   ρ (    t  p     
)       .  
  G      : 
G ≡ f (Nqv;Nρ;N ), (5.39)  
 Nqv -     ; 
       Nρ -    ; 
       N  -   ,     . 
 Nqv, Nρ,  N    ,    
   .   , 
,       : 
δG=δqv+δρ+δ , (5.40)  
 δqv      ; 
δρ -     . 
      : 
γG=γqv+γρ+γ , (5.41)  
 γqv, γρ,γ  -    ,    .  
 
 
5.2    
         
    . 5.1. 
    ,     
  ,   ,  '    
     . 
    ,      
   ,    
       .    
    320,    
77 
 
     .  320   
        : 
-    ( ), D , mm ............... 200 
-   '  , m3 / h ................... 200 
-    ,% ...................................... ± 2,0 
-    ,  ........................ …...... .... .2,5 
-   , ° .......................................... .180 
-     , h ....... ........................... .45000 
 5.1.      
 
320         
      . . . ., 
 ,        
'  ,       . 
    320    
  ,     . 
     IBM-  
78 
 
 '  ( )        
 -  . 
 ,       , 
  ,    ,   
      .  ,  , 
    ,      
 ,   « »  ,     
,    ,     
.   . 
   ,     
     - 50.    - 50   
 .         
  .     ,    
 :     .    
     ,      
 ,  ,       
  - 2,5 V    .  
  '       4-  
 ,    . 5.2. 
 
+
 
 
 
 
 
 
 
 
 
. 5.2.       4-  
  
79 
 
 
   « » -      
  : 
U a = I ⋅ ( Rt + r4 )  (5.42)  
         r2 
 . 
   « » -      
  : 
U = I ⋅ r 4  (5.43)  
     U  : 
U =U −U = I ⋅ Rt  (5.44)  
     '  . 
 U         
   . 
        ″  - 22″  
 : 
-   ,  ........................... ..0,1 ... 2,5  
-  ,  ,% .................. .. ............± 1,0  
 , mA ................................................... 4 ... 20  
-   ,  , k  ...................... 0,5 
      ,     
(  ' )           
      . 
          
  ,        
  ,        .  
   '   Ix      
 r0    -  R0.     
   .    U     
80 
 
r0           
  . 
  ,        
 ,     ,     
 .       = 1  
    ' . ,      
    ,      . 
           
  .    : 
-    ; 
-         ; 
-      ; 
   ; 
-        ' ; 
-          
«  »; 
-  . 
         8051 F 005. 
 ,   Flash '     (  Flash 
'  '  640  ).   8051 F 005 (   
INT 0)        
 ,   -     
   RS 485.   -   . 
       , 
       '    
   . 
     /   . 
        
     14    - 8   
   6   .       
81 
 
   SPI-         
 RS-485.  ,        
: 
-       ; 
-      ; 
-    RS-485. 
       80 51 F005 
 Cygnal,    : 
-   (12 , 100 kHz  ); 
- 8   ; 
-  12 -  ; 
- 32     / ; 
-8 b;  ; 
-2 b;  ; 
- 4  16  ; 
-     SPI, UART; 
-      25 Hz. 
 -  -       51.  
,     /      
  . 
           0 
    :  
-  0.0 ( )    D;  
-  0.1 (R )    R D; 
-  0.2     SPI-  (SCLK); 
-  0.3 -     SPI (MISO); 
-  0.4 -     SPI (MOSI); 
-  0.5 - ; 
-  0.6   0.7 -   I2C      
    Flesh- ' . 
82 
 
 1        (  0 ... 3), 
         
    (  5 ... 7).  2   (8  -  
  « » ... «h» )   ,   3 (  
 3.0 -  3.5) -   . 
    AIN1 ... AIN6   
    . 
     ( )     
.         
     ,    8640 8-  
 .  ,   '      69 
.    EEPROM  AT 64 DB128  128 . 
    SPI - ,      
 '     . 
          
 «  »     12 - 
        
  .       ,  
 []. 
       
 RS485.       3 -    
 .      ' ,  '   
   (  ). 
  RS485   .  
        
RS232,     . 
83 
 
 
.5.3   
 
 . 5.3    .    ,  
 ,       
  CPU.       
 .       CPU 
           
   .      
    -    
,    - 100 kHz,    .  
 CPU     (I = 0).     
 1 (I = I + 1)    ,    
  ,    .   
    ( «Buzy = 0»)       
.        ni  
i -          N  i  
 .   ni<n i       . . 
      ,  
84 
 
   ' ,     .   
        I. 
   CPU   (      
    )     
          RAM. ,     
CPU   . 
       RST 
  150 ms,      .  
CPU           SWT 
ADR   WR         /  
(P3.6, P3.7).         t . 
  t        SPI -  
   t  .      , 
    ,    t  .   
      (SFR)   
  «  »,        
.           
    (   t  .)   t     
     . 
 
 
5.3    
 
5.3.1       
   
           
. 5.4.  R2  R4       
      . 
 
 
85 
 
 
 
 
 
 
 
 
 
 
 
.5.4    
 
   [],        1 
 10%     '   .   5%  
TTL -    (Umin = 2,4 V): 
ΔU = 0,05 ⋅U min = 0,05 ⋅ 2,4 = 120   mV. (5.45)  
  U   U     : 
U B = −U H = 1 ΔU = 1 ⋅120 ⋅10−3 = 60  mV. (5.46)  
2 2
  , 
U R2
B = ⋅U
R , (5.47)  
2 + R4
 U  -    -   «1» (U = 5  V). 
 ,   ,      
   UB << U max , : 
U R2
B ≈ ⋅U
R max  (5.48)  
4
  R2 = 1 kΩ     R4  : 
86 
 
R R2
4 = ⋅U 1000
U max = −3 ⋅5 = 82
60 ⋅10  kΩ. (5.49)  
B
   R3: 
R3 = E ⋅ R2 = 15 ⋅ 1000
U 60 ⋅10 −3 = 240  kΩ. (5.50)  
H
  R5 ,    []  
  .  R5 = 820Ω. 
     AD790   
: 
-  ,  dB ............................................. 100 
-    , V /μs ............ 100 
-  , n  ............................................................ ... 50 
–  , mV .................................... ... ......... 1 
-   ,μV / 0C ................................. .. 5 
-  , ns ................................................ ... ...... ..16 
      .  
  -   .    
 1 533 2. 
 
 
5.3.2       
 
      
   : 
-      - 50    
 ( . . 5.1); 
-    Ip = 1 m ; 
-    (  t = 160 ° ) U  = 84,235 mV; 
-    = 25. 
      . 5.5.  
87 
 
     -     DA1  
   DA2.1.  DA2.2. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 5.5     
 
   ,   DA1.  [], 
    Ip  R1 = R2  R3 = R4   : 
R
I = −U 3
p 0 (5.51)  
R1 (R5 + R5n )  
,  U0 = - 2,5 V (    REF- 03),  R1 = R3 = 
100 kΩ.   Ip = 1 m       R5  
= R5 + R5 : 
R = U0 = 2,5
5 I −3 = 2,5 kΩ  (5.52)  
p 1 ⋅10
88 
 
  5%      
  R5   R5: 
U
I 0
p min = (5.53)  
R5  
 
 
R = U 0
5 = 2,5 = 2,38 kΩ
I 1,05  (5.54)  
p min
 R5  = R5  - R5 = 2,5 · 103 - 2,38 · 103 = 120Ω. 
  R1 = R2 = R3 = R4  
2-29 - 0,125 -100 kΩ ± 0,05%,  R5   5-2  - 0,5 W - 120 Ω ± 5%. 
      DA2.1  
DA2.2.       : 
U = U ⋅ 1 + R9 + U 1 + R7 ⋅ − R9
1 2 ,  (5.55)  
R8 R6 R8
 
U = U ⋅ 1+ R9 −U R7 R9 + R9
1 2 (5.56)  
R8 R6 R8 R  
8
 
   U   U = U1 - U2.  
        : 
R7 R9 = 1.
R R  (5.57)  
6 8
  
U = ΔU 1+ R9 .  (5.58)  
R8
89 
 
   > 2   (5.57) ,   
  R6 = R9  R7 = R8.       
 : 
=1+ R9
R  (5.59)  
8
,   R8 = 1 kΩ, :  
R9 = (  - 1) R8 = (25 - 1)  10-3 = 24 kΩ. 
  R9  2-29 - 0,125 -24 kΩ ± 0,05%,  
R8  - 2-29 - 0,125 -1 kΩ ± 0,05%.  
        , 
          
. 
   ,       
 0,1%.      ,    
   γ      
, . . 0,05%.       U  : 
U  = U .γ   = 84,235. 10-3. 5. 10-4 = 42μV. 
  U    DA2  AD712 AP   
: 
-  , dB 100  
-   , kHz 200 
-  , V 10  
-   , V / °  0,5 
-    , dB 110  
-  , nA 1  
 
   . 
       (  )   
     ,     
90 
 
    .     
  ,    [].    
 (  )     . 5.3.3.    
 
 
 
 
 
 
 
.5.6         
 
        1,   
      .   
    ( )        []: 
K( p ) = 1
1+ω 1( R 2 2  (5.60)  
1 + R2 )p +ω R1R2C1C2 p
 ω  -    . 
       . 
      .   
  δU ~    50 Hz     
  0,1%,     ,   
 .       : 
d = 20lg U~   , 
U (5.61)  
=
d = 20lgδU ~ = 20lg10 -3 = - 60 dB. 
 U ~ -      ; 
    U = -      . 
  d = - 60 dB   50 Hz       
 []. . .    -   ,   
91 
 
 -   ( )      
   .     (   
 ) 4-      1 dB.    
  4-   (  d = 1 dB) []     
f  ,     f  = 50 Hz    60 dB.  
 f     12 Hz.     f  = 
10Hz.      . 
        , 
  []. ,   1  2    
 : 
C1 ≥ 4b1
C a2 , (5.62)  
2 1
 1  b1 -       (    - 
). 
      4-     
 1      ai  bi: 
a1 = 2,5904  b1 = 4,1301 
a2 = 0,3039  b2 = 1,1697. 
      .  
  2 / 1    : 
C 2 ≥ 4 ⋅ 4 ,1301
2 ≈ 2 ,46
C 1 2 ,5904 , 
,  2 = 3 1   1 = 0,1μF.  2 = 0,33μF.   
   R1  R2  : 
a C ± a 2C 2 − 4b C
R = R 1 2 1 2 1 1C2
1 2 =
4πf C C , (5.63)  
1 2
ω
 f =
2π . 
2,5904⋅3,3 ⋅10−7 ± 2,59042 ⋅( 3,3 ⋅10−7 )2 − 4 ⋅4,1301⋅3,3 ⋅10−7 ⋅10−7
R1 = R2 = = 310kΩ . 
4 ⋅3,14 ⋅10 ⋅3,3 ⋅10−7 ⋅10−7
92 
 
    R1 = R2 ≈ 102 kΩ.  R1 = R2 = 102 kΩ  
   2 - 29  - 0,125 - 102 kΩ ±1%.    71-
7- 30 - 0,1μF± 5%  71-7 - 30 - 0,33 μF± 5%. 
 
     : 
C 2 ≥ 4 ⋅ 1,1697
2 ≈ 50 ,66
C 1 0 ,3039 , 
,  2 = 100 1   1 = 10 nF.  2 = 1μF.   
   R1  R2   (5.3.13): 
0,3039 ⋅10 −6 ± 0,3039 2 ⋅( 1 ⋅10 −6 )2 − 4 ⋅1,1697 ⋅10 −8 ⋅10 −6
R1 = R2 = = 412 kΩ  
4 ⋅ 3,14 ⋅10 ⋅10 −8 ⋅10 −6
  R1 = R2 ≈ 72 kΩ..      
   (  )    
    R1 = R2 = 71,5 kΩ     2 - 29  - 
0,125 - 71,5 kΩ ± 1%. 
   : 
71-7- 30 - 10 nF ± 5%  71-7 - 30 - 1μF± 5%. 
        []: 
-     ; 
-    . 
        
   U  []: 
U  = 2ΠfmaxU max, (5.64)  
 
  fmax -      
        U max -     
,      , : 
U  = 2. 3,14. 50. 2,5 = 7,5⋅102 V / s. 
93 
 
  U       
. 
      '    
 .    ,     
  0,1%.        
,       γ   
   , . . 0,05%.    
   U  : 
U  = U .γ   = 2,5. 5. 10-4 = 1,25 mV. 
   U   U     OP 291 AP   
 : 
—  , dB ............................................. ….. ... 100 
—   , MHz ............................. …..... ... ..1 
—   , mV ............................................................ ..... 0,25 
—   , pA ............................................................ .. ... 150 
—    , μV / °  ...................... ......................... ... 5 
—     , dB ............... ... 90 
 
 
5.3.3       
   
   : 
-   R  = 120Ω; 
-    I  m = 20 m ; 
-    = 1. 
        . 5.7. 
 
 
 
 
94 
 
 
 
 
 
 
 
 
 
 
 
.5.7       
 
    U  : 
U = I m ⋅ R = 20 ⋅ 10 −3 ⋅ 120 = 2 ,4V .  
 DA1  DA2      1.  
   DA3 U    []: 
 
U  =U ⋅ R3 (1 + R4
2 ) −U ⋅ R4 . (5.3.15) 
R3 + R 1
2 R1 R1
 . 5.1,        (  
  )   1. 
 ,  1 = 2 =   : 
1 = R3 (1+ R4 )  , 
R + R R (5.65)  
3 2 1
 
2 = R4  , 
R (5.66)  
1
  R4  = R3 .    = 1, ,            
R1 R2
R1 = R2 = 100 kΩ,     R1 = R2 = R3 = R4.  
  2-29      0,1%. 
95 
 
       
 . 5.3.    OP 491 AP  : 
-  , dB 106  
-   , MHz 1 
-  ,μV 150  
-   ,μV / 0C 5 
-    , dB 90  
-  , pA 200  
-  , V ± 15 
 
  
    . 5.3.     
      .   
        .5.3. 
 
   
     .     
    . 
        γ    
 0,025%.     N : 
N = Ent {log2 (1 /γ ) +1} = Ent {log2 4000 + 1} = 12. 
  C8051 F005  "Cygnal"   : 
-    .......................................... .. ... .. ... 12 
-  , μs ......................................................... ... ... 5 
-  , Ω ...................................................................... .1 
-   ,% ...... .. …... 0,012 
-     ,  ............................. .. ... .1 
-  , mV ..................................................................... .2 
          . 
 
96 
 
5.4   
 
5.4.1      
     ( ) 
      - 400   .   
 ,      1,5%.  
 ,    . 
 . . .         
  = 0,997: 
σ(δ ) δ
= = 1,5 = 0,5 % , 
k 3
  - ,       (  = 3  
   = 0,997) 
     
   ,  : 
-   ; 
- ,   ; 
- ,   . 
    70      
   . 
,    tr (ΔUr = 20 )   
     1 -   [],  
  U + ΔU −3
tr = −τ ⋅ ln 0 = −2 ⋅10 −4 ln 1 + 20 ⋅10 = 1,2 ⋅10 −6 c  
U 0 1
   γ ,    : 
γ t
= ⋅100% = 1,2⋅10−6
  ⋅100% =1,5 ⋅10−3 %
T1 8 ⋅10−2  
  . 
      4 ,     
ΔU .  ,  ,    . 
97 
 
5.4.2      
    . 
      - 50,    
160 0  []   δ = 0,3%.       
  . 
          
   δ = 0,05% (   ).   
         
. 
 . . .  : 
σ(δ ) = δ  = 0,3 / 3 = 0,1%, 
k
 k - ,      (    
  = 0,997, k = 3). 
 
σ(δ ) = δ  = 0,05 / 3  = 0,03%. 
k
     σ(δ )   . 
 
   (    ). 
,       
  . 
     ,     
 .     I   
   R5  ( . .5.3.2)     
.        0,1%  
   . 
,      '  
 . 
       
  ,    : 
98 
 
δ = δ 2 +δ 2 +δ 2 +δ 2
R6 R7 R8 R9 , (5.67)  
 δR6 - δR9 -      
 '  R6 - R9 (      5.3). 
  δR6 - δR9    0,05%  ,    : 
δ = 0,052 +0,052 +0,052 +0,052 = 0,1%. 
 ,     . 
,      
  . 
         
   []: 
δ δ
β = ⋅100 % , 
1 + β (5.68)  
 δ  -      , 
 -      ,  
β -     ' . 
  δ  = 1.    AD712  = 106.  β   
     ,      
  25: 
β  = 1 /  = 1/25 = 0,04. 
  δ β: 
δ β = 1
6 ⋅100 % = 2,5⋅10-3%, 
1 + 10 ⋅0,04
,       
      AD712AP  ΔU   
 10 .  ,   ,  
: 
γ  = (ΔU  / I ⋅Rt max)⋅100% = (10⋅10-6 / 10-3⋅84,235) ⋅100% = 1,25⋅10-2%. 
     : 
γ  = 2γ  = 2 · 1,25⋅10-2 = 2,5⋅10-2%. 
99 
 
     . 
 ,    U     
: 
γ = ∂U ⋅ Δ / U max ⋅100 %, (5.69)  
∂
 ∂U  /∂  -   U   (0,5 μV / 0   AD712AP), 
  Δ  -   . 
  Δ  = 250.  
 
γ = 0,5 ⋅10−6 ⋅ 25
−3 ⋅100  % = 1,5⋅10-2% 
84,235 ⋅10
   -  , . 
 
,      
      []: 
γ = i ⋅ R t
i ⋅ 100 %
U , (5.70)  
 i  -    (  ); 
U   -      (U   = 84,235 ); 
Rt -      (     Rt   84,235 ). 
 i  = 1 nA  AD712AP [].  
1 ⋅ 10 − 9
γ = ⋅ 84 ,235
i − 3 ⋅ 100 % = 10 − 4%
84 ,235 ⋅ 10 . 
         . 
 
     
     ,     
    '  . 
,      . 
      (5.68): 
100 
 
   OPA 291AP  = 105. β    1 ( . .  
  1).    
  δ β I: 
δ β 1 = 1
5 ⋅100 % = 10-3%, 
1 + 10 ⋅1
       δ β 2: 
δ β 2 =  1 ⋅100 % = 10-3%. 
1 + 105 ⋅1
  ,      
δ β  : 
 
δ β  = δ β 1 + δ β 2 = 10-3 + 10-3 = 2⋅10-3%. 
     . 
 
,     . 
     OPA 291  ΔU    250 . 
 ,   ,  : 
γ 1 = (ΔU  / U   max)⋅100% = (250⋅10-6 / 2,5)⋅100% = 10-2%. 
  ,        1, 
 γ 2=γ 1 = 10-2%. 
     . 
 
,     . 
      []: 
γ = i ⋅ R
i ⋅ 100 %
U , (5.71)  
 i  -    (  ); 
R  -    . 
 i  = 150   291  [].  ,  R  = R1 + R2 = 
102 +102 = 204  (   .5.3.3) : 
101 
 
1 ,5 ⋅ 10 − 10
γ = ⋅ 204 ⋅ 10 3
− 3
i ⋅ 100 % = 1 ,2 ⋅ 10 %
2 ,5 . 
  . 
 
 
5.4.3      
    
       
.         0,1%,   
   δ  = 0,1%.  
     ,   
 .  
,      '  
 . 
       
  ,    : 
δ = δ 2
R1 +δ 2
R2 +δ 2 +δ 2
R3 R4 , (5.72)  
 δR1 - δR4 -      
 '  R1 - R4 (      5.3.2). 
  δR1 - δR4    0,1%  ,    : 
δ = 0,12 +0,12 +0,12 +0,12 = 0,2%. 
 ,     . 
,      
 . 
         
   (5.68): 
 δ  = 1.    OPA 491  = 105.  β    
  , .       1: 
102 
 
β1 = β2 = β3 = 1 / 1 = 1/1 = 1. 
  δ βI: 
δ β1 = 1
5 ⋅100 % = 10-3%, 
1 + 10 ⋅1
  δ β2   δ β3: 
δ  = δ  = 1
β2 β3 ⋅100  % = 10-3%, 
1+ 105 ⋅1
      : 
 
δ β  = 3δ β1 = 3⋅ 10-3%. 
 
,       
      OPA 491  ΔU   
 1 .  ,   ,  
: 
γ  = (ΔU  / Imax⋅R )⋅100% = (0,15⋅10-3 / 20⋅10-3⋅120) ⋅100% = 6,6⋅10-3%. 
     : 
γ  = 3γ  = 3 · 6,6⋅10-3 = 2⋅10-2%. 
     . 
 ,    U     
 (5.68). 
  Δ  = 25 0.   
γ = 5 ⋅10−6 ⋅ 25 ⋅100  % = 5⋅10-3% 
2,4
   -  . 
 
,       
     : 
i ⋅ R
γ i = ⋅ 100 % , (5.73)  
103 
 
 i  -    (  ); 
U   -    ; 
R  -     (              
120 ). 
 i  = 150 pA  491  [].  
γ = 1 ,5 ⋅ 10 − 10 ⋅ 120 ⋅ 100 % = 7 ,5 ⋅ 10 − 6
i %
2 ,4 . 
        . 
 
 
5.4.4    
,     . 
         
 C8051F005   0,025% [].     
   . 
     . 
   ±3        
 ,   0,025%.       
 .    . 
  . 
    δ     []: 
1
δ  = ⋅ 100 %
2 N , 
 N-    (N = 12). 
 : 
δ  = 1
12 ⋅100 %  = 0,025%. 
2
     ,  
 
 
104 
 
5.5   
 
         
   .     
      ,     
  . 
 : 
•        (  
   ),      
(     ).  
•    (    )  
     ,    
     . 
 
  
      : 
-       ' ,   
       1/3     
        0,1 - 
6,0 m / s; 
-  4100 / 3,  500 V, .1,0; 
-  3-64,  0-150 MHz,   ± 0,01%; 
-    13646:  0 ... 100 ° ,     
± 0,05 ° ;  100 ... 200° ,     ± 0,5 ° ; 
-    TC-150,  -   40  150 ° , 
    ± 0,06%; 
-   110PIC,  0,01 ... 2,5 Pa,   
 ± 0,05%; 
105 
 
-     10.16-00.00 ,   
   0,1  12 m / s,  ± 0,3%; 
-    6521-72,    0,1  2,5 Pa, . 0,4; 
   ,   , 
       
,  .  
            
   . 
 
   
       : 
-     5  40 ° ; 
-    ( )  5  80 ° ; 
-     30  80%; 
-    86,0  106,7 Pa; 
-      187  242 V; 
-     49,5  50,5 Hz. 
 
    
        : 
-        ; 
-          
  ; 
         
   ,      , 
     . 
       . 
  
  
106 
 
        
        ,  
       ,   
     .    
   . 
      
        
     (500 ± 50) V.    
     .          
      10 . 
 
 
     .  
   . 
         
 ,        
.        
  ,   '      
 '  ( ),       
  . 
         
  (   )    
 . 
       
   ( )     
      .    
      .   
 ,     .   
     . 
107 
 
       
   ( )    
 ( )  .      
       .  
  ,      . 
       
 ( )     ( )     
.  ,        
.                                     
   '  ( )   '  
( ) . 
      '  ( )   
'  ( )      . 
      .   
  ,     ,  
 . 
        - 
0,02⋅Qmax, 0,05⋅ Qmax, 0,5⋅ Qmax (      ±10%). 
       .  
    V  (  m )  '  Qvo (  
Qm ) ,   ,    V  (  m ) 
(  '  Qv  (  Qm ) ),  . 
    '      Vo 
  '  ,      
.   Qv    : 
Qvo = Vo / T , , (5.74)  
 Qv  -  , m3 / h; 
Vo -  ,   , m3; 
 -  , h. 
108 
 
         
'       (80 ± 5) ° ,   
 ,    (1,6 ±0,16) Pa,    .  
         98-86 « .  
   0 ... 800°    0,001 ... 1000 Pa »   
 .        : 
m  = Vo⋅ ρ ,   (5.75)  
: m  -   , kg;  
ρ -  , kg / m3. 
    Qm    : 
Qm  = m  / , (5.76)  
       V   
 : 
Vo = Qv ⋅ T ,  (5.77)  
 Qvo -      300 s  ,  
 , m3 / h. 
        , 
    .    
    .   V ,    
 ,   : 
V  = N⋅ Kp1,  (5.78)  
: N -  ,  ; 
Kp1 -     , m3 / imp (  
    ). 
  '  Qv  (m3 / h) [  Qm  (kg / h)]  , 
  : 
Qv  (Qm ) = V  (m ) / T  (5.79)  
    '     : 
109 
 
δ Vu − V0
mc v = ⋅ 100 %
V  (5.80)  
0
        : 
δ mu − m0
mc m= ⋅ 100 %
m  (5.81)  
0
     '    
  : 
δ Qv u − Q
= v0
mc qv ⋅ 100 %
Q  (5.82)  
v0
        
  : 
Qm u − Q
δ m0
mc qm = ⋅ 100 %
Q  (5.83)  
m0
   ,     
 '  ( ),  '  ( )    
 ± 3,0%      ± 2,0%      
. 
 
       
      .  
       
  (   ),     
     . 
    30 ± 1 ° C, 70 ± 2 ° C, 130 ±5 ° C.  
     ,   -   
  (     RS - ).    
       t ,     - 
 t .         t    
 : 
110 
 
tu 1i + t
t = u 2i + tu 3i
u cpi , (5.84)  
3
: t 1i, t 2i, t 3i -     i-   , ° C;  
t  I -      i-   , ° C. 
       
  : 
Δ t mc ti = tu cpi − t oi , (5.85)  
Δt  ti -    i-      , 0C; 
t i -    i-   ,    
, ° C. 
   ,     
   ,    . 
 
      
        
   .       
  ,       
     .     
0,25⋅ max, 0,5⋅ max, 0,9⋅ max,  max -    . 
           
(     RS ).    ±10%.   
        ,    
  - .           
  : 
Pu 1i + P
P = u 2i + Pu 3i
u cpi , (5.86)  
3
: 1i, 2i, 3i -     i-   , Pa;  
 I -      i-   , Pa. 
        :  
111 
 
P
δ = u cpi − P0i
mc pi ⋅100% , 
P (5.87)  
0
 
   σ  i -     i-      
,%;                                   
u I -      i-   , Pa; 
 -    , P ; 
I -    i-   ,    
 , P . 
   ,     
    ,    . 
 
   
         
   ,    ,  
    ,       
  . 
          
         
     .     
    . 
  
112 
 
 
 
          , 
           
 ,  ,         
        
 . 
        
 ,        
 ,     
       
  ,      ,  
         
.         
     . 
     ,     
        
      ,    
 ,     ,      
     , ,     
,   . 
      ,   
      
 ,       . 
       
       
     . 
       . 
       ,     
         ( ,  
113 
 
   ). 
       
.        . 
   ,          
    ( ,     
). 
     SolidWorks     
  .  ,     
       .   
         
     . ,    
  ,    . 
         
(    )      
.         .  
        
 .      
   ,  :   ,  
,   ,     ,  '  
      ,   
 . 
        
,        
,     ,    ,   
  . 
    ,     
- ,      RS-485   
  . 
  
114 
 
   
 
 
1.  .,  .,  .     : 
. .  :   , 2021. 360 . 
2.  . .,  . .      
 .   . 2022.  1 (87). . 14–19. 
3.        
 / . . .    . 2023. 
 4. . 110–116. 
4.         
 / . .   .  . 2021.  2 (36). . 45–51. 
5.        
 / . .   .   . 2020.  5. . 33–
40. 
6.        
  / . . .   . 2024.  1 (176). 
. 55–62. 
7.       
   / . . .  . 2022.  2. . 
89–95. 
8.     : . . / . . 
  . -  : , 2020. 285 . 
9.      / . . 
.    . 2023. . 84. . 25–31. 
10.       '  
 / . . .    . 2021.  3. . 77–83. 
11.        
  / . . .    . . . . 2024.  1. . 
12–19. 
115 
 
12.  . .        
.       . 2022.  1 (82). . 22–29. 
13. A Machine Learning Approach for Error Correction in Ultrasonic Flow Meters 
/ J. Zhang et al. IEEE Transactions on Instrumentation and Measurement. 2021. Vol. 70. 
Art. 9502108. 
14. Accuracy improvement of Coriolis mass flowmeters under two-phase flow 
conditions using support vector regression / L. Wang et al. Measurement. 2020. Vol. 152. 
Art. 107334. 
15. Advanced Signal Processing for Electromagnetic Flow Meters in Non-
Stationary Flows / K. Jensen. Flow Measurement and Instrumentation. 2023. Vol. 91. Art. 
102345. 
16. Al-Salaymeh A. Fluid Flow Measurement: A Review of Modern Techniques 
and Error Analysis. Jordan Journal of Mechanical and Industrial Engineering. 2022. Vol. 
16, no. 3. P. 345–358. 
17. Application of CFD to analyze the effect of installation conditions on the 
accuracy of liquid flow meters / R. Silva et al. Fluids. 2021. Vol. 6, no. 5. P. 180. 
18. Automated Calibration System for Liquid Flow Meters Based on LabVIEW / 
M. Ali et al. 2022 International Conference on Electrical Engineering and Photonics 
(EExPolytech). St. Petersburg, 2022. P. 1–5. ( :  affiliation, 
 ,  ). 
19. Calibration of Liquid Flow Meters: Uncertainty Analysis and Automated 
Procedures / T. Chen. Metrology and Measurement Systems. 2023. Vol. 30, no. 2. P. 210–
225. 
20. Correction of temperature and pressure effects in volumetric flow measurement 
/ P. G. Smith. Flow Control. 2024. Vol. 29. P. 45–52. 
21. Deep Learning-Based Soft Sensor for Flow Rate Estimation in Multiphase 
Flow / H. Li et al. IEEE Sensors Journal. 2022. Vol. 22, no. 15. P. 15234–15245. 
22. Development of a Smart Electromagnetic Flowmeter with Self-Diagnostic and 
Error Correction Functions / Y. Kim et al. Sensors. 2021. Vol. 21, no. 4. Art. 1234. 
23. Dynamic Error Correction of Flow Sensors Using an Inverse Modeling 
116 
 
Approach / S. Gupta. Instrumentation Science & Technology. 2020. Vol. 48, no. 6. P. 601–
615. 
24. Experimental investigation of viscosity influence on turbine flow meter 
performance / A. Rossi. Journal of Fluids Engineering. 2023. Vol. 145, no. 4. Art. 041201. 
25. Flow profile correction in ultrasonic flowmeters using machine learning / M. 
R. T. Arruda et al. Flow Measurement and Instrumentation. 2021. Vol. 79. Art. 101923. 
26. Intelligent Correction of Nonlinear Errors in Differential Pressure Flowmeters 
/ Z. Liu et al. Processes. 2022. Vol. 10, no. 8. Art. 1560. 
27. IoT-Based Remote Calibration System for Water Meters / N. Kumar et al. 
Water. 2023. Vol. 15, no. 3. P. 550. 
28. Linearization of Flow Meter Characteristics Using Polynomial Regression and 
Spline Interpolation / D. Popa. Mathematics and Computers in Simulation. 2024. Vol. 215. 
P. 300–312. 
29. Low-flow rate measurement error compensation based on temperature 
difference method / X. Wu et al. Measurement Science and Technology. 2020. Vol. 31, no. 
9. Art. 095105. 
30. Mathematical Modeling of Dynamic Characteristics of Liquid Flow Control 
Systems / O. V. Fomin et al. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. 
2021. No. 2. P. 65–72. (   , Scopus). 
31. Minimizing Installation Effects on Vortex Flow Meters Using Flow 
Conditioners and Correction Algorithms / J. Lee. International Journal of Precision 
Engineering and Manufacturing. 2022. Vol. 23. P. 880–890. 
32. Neural Network Correction of Pseudo-Coriolis Effect in Mass Flow 
Measurement / F. Khan. IEEE Access. 2024. Vol. 12. P. 11200–11210. 
33. Optimizing the calibration interval of liquid flow meters using risk-based 
approach / A. B. Santos. Accreditation and Quality Assurance. 2021. Vol. 26. P. 15–24. 
34. Performance analysis of ultrasonic flow meters in measuring non-Newtonian 
fluids / S. Dash. Chemical Engineering Science. 2023. Vol. 265. Art. 118230. 
35. Real-time error compensation of liquid turbine flowmeter based on 
microcontroller / W. Zhang. Journal of Physics: Conference Series. 2020. Vol. 1650. Art. 
117 
 
032115. 
36. Reducing Measurement Uncertainty in Gravimetric Calibration of Flow Meters 
/ R. Schwartz. OIML Bulletin. 2022. Vol. 63, no. 1. P. 22–29. 
37. Research on the Influence of Fluid Temperature on the Metering Performance 
of Oval Gear Flowmeters / C. Sun et al. Energies. 2022. Vol. 15. Art. 3405. 
38. Simulation and experimental study on the error characteristics of 
electromagnetic flowmeter under non-full pipe flow / L. Zhao. Review of Scientific 
Instruments. 2021. Vol. 92. Art. 025005. 
39. Smart Metering and Automated Error Detection in Water Distribution 
Networks / P. K. Singh. Journal of Water Resources Planning and Management. 2025. Vol. 
151, no. 1. Art. 04024055.