How can I solve this system of equation

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VinceUgo
VinceUgo 2020-3-24
回答： Alex Sha 2020-4-20
r=0.18;
lambda=0.9;
a0=0.4;
a1=0.15;
kc=1.37*10^3;
b=0.089;
kpsi=8.14*10^5;
s_LB=0.4;
beta_LB=5;
psi=37;
W=30;
c=0.8;
syms thetaF thetaR thetaM sigmaLB jx KXsym tx Fz h theta
eqn1= thetaF==double(acosd(1-h/r));
eqn2= thetaR==double(acosd(1-lambda*h/r));
eqn3= thetaM==double((a0+a1)*thetaF);
eqn4= sigmaLB==double(r*((kc/b)+kpsi)*(cosd(theta)-cosd(thetaF)));
eqn5= jx==double(r*(thetaF-theta-(1-s_LB)*(sind(thetaF)-sind(theta))));
eqn6= KXsym==double(0.043*beta_LB+0.036);
eqn7= tx==double((c+sigmaLB*tand(psi))*(1-exp(-jx/KXsym)));
eqn8= Fz==integral(@(theta)r*b*(tx*sind(theta)+sigmaLB*cosd(theta)),thetaR,thetaF);
eqn9= W==Fz;
[thetaSol,hSol]=vpasolve([eqn1 eqn2 eqn3 eqn4 eqn5 eqn6 eqn7 eqn8 eqn9],[theta,h]);
I hope you are all doing well despite the virus. My goal is to obtain the values of theta and h for Fz=W.
r, lambda, a0, a1, kc, b, kpsi, s_LB, beta_LB, psi, c and W are known constants. Because of MATLAB giving me the error "A and B must be floating-point scalars" in eqn8, I added the double(). Now I have the error Unable to convert "expression into double array". I made some research and I think it doesn't work because it is in a loop but I didn't clearly understand. That's why I am now asking for your help.
First I would like to know if MATLAB can resolve this system numerically? If yes, I would like to know where I made my error(s) to correct it (them). I'll add that I am using 2019b.
Thank you in advance for your help.
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VinceUgo
VinceUgo 2020-3-24
I edited my message. It is now shared as code. Sorry for the inconvenient.
Walter Roberson
Walter Roberson 2020-3-24
You cannot use a symbolic variable in integrate()

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回答（2 个）

Andreas Bernatzky
Andreas Bernatzky 2020-3-24
Hey Vince Ugo,
you can not convert a variable into a symbolic expression (subsituting) and convert them into double() values and than expect a numerical solver to work with it. The double value first exists after you have run the numerical solver. But I see your struggle with the integrate function, because matlab expects double() Values here. you have to find another way to express the integral symbolic.
btw in this line you are using the variable "c". c is no where defined
eqn7= tx==double((c+sigmaLB*tand(psi))*(1-exp(-jx/KXsym)));
Have a look at this example of mine for a numerical solving of a overdetermined system:
clear all;
close all,
syms x y z
eqn1 = x + -0.25*y + (1/16) * z == 0;
eqn2 = x + 0.5*y + 0.25 * z == 1;
eqn3 = x + 2*y + 4*z == 0;
eqn4 = x + 2.5*y + (25/4)*z == 1;
% [Alin,B] = equationsToMatrix([eqn1, eqn2, eqn3], [x, y, z]);
[Alsq,B] = equationsToMatrix([eqn1, eqn2, eqn3, eqn4], [x, y, z]);%overdetermined system
% X = linsolve(Alsq,B);
Xlsqr = lsqlin(double(Alsq),double(B))
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John D'Errico
John D'Errico 2020-3-24
编辑：John D'Errico 2020-3-24
As Andreas has said, get rid of the doubles in there. You cannot use double to operate on a symbolic value. And what is inside those doubles is symbolic.
Next, you cannot use tools like solve or vpasolve to solve over-determined problems, here 9 equations in 2 unknowns, as a function of other symbolic variables.
Unfortunately, you also cannot use numerical tools to solve that either, if those other variables are left as effectively unknown parameters.
As well, you cannot use integral to apply to symbolic integrands. the integral function is used for numerical integration, and here you are trying to use it with symbolic parameters, though they are only in terms of the limits of integration. Just use int, as that integrand is so simple that I could literally write the solution uing pencil and paper. I'll do it here using MATLAB though:
r=0.18;
lambda=0.9;
a0=0.4;
a1=0.15;
kc=1.37*10^3;
b=0.089;
kpsi=8.14*10^5;
s_LB=0.4;
beta_LB=5;
psi=37;
W=30;
c=0.8;
syms thetaF thetaR thetaM sigmaLB jx KXsym tx Fz h theta
int(r*b*(tx*sind(theta)+sigmaLB*cosd(theta)),theta,thetaR,thetaF)
ans =
(7209*sigmaLB*(sin((pi*thetaF)/180) - sin((pi*thetaR)/180)))/(2500*pi) - (7209*tx*(cos((pi*thetaF)/180) - cos((pi*thetaR)/180)))/(2500*pi)
As I said, pretty simple as a solution, with no need to use a numerical integration. Note that MATLAB converted the degrees to radians internally.
You still have the problem that this is an over-determined problem having only 2 unknowns and 9 equations.
VinceUgo
VinceUgo 2020-3-24
Hi John D'Errico,
Thank you for your reply. However it seems that you have misunderstood something. Here sigmaLB depends of theta which is the variable used in the integral. tx depends also of exp(jx) which also depends of theta. That means, one needs to integrate tx and sigmaLB too. I don't think finding the solution with a pencil is easy looking on the equations of tx and jx.
I will try to rewrite my code with the advice you all gave me and see if I manage to make it work.

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Alex Sha
Alex Sha 2020-4-20
Hi, VinceUgo, the eqn8 and eqn9 can be combined into one equation, so your problem become a system equation solving with eight equations but nine parameters, theoretically, there are mulit-solutions:
equations:
thetaF==(acosd(1-h/r));
thetaR==(acosd(1-lambda*h/r));
thetaM==((a0+a1)*thetaF);
sigmaLB==(r*((kc/b)+kpsi)*(cosd(theta)-cosd(thetaF)));
jx==(r*(thetaF-theta-(1-s_LB)*(sind(thetaF)-sind(theta))));
KXsym==(0.043*beta_LB+0.036);
tx==((c+sigmaLB*tand(psi))*(1-exp(-jx/KXsym)));
W==int(r*b*(tx*sind(theta)+sigmaLB*cosd(theta)),theta=thetaR,thetaF);
Solution 1:
thetaf: 17.2295894348337
thetar: 16.3392152094374
thetam: 9.47627418915823
sigmalb: 1789.79757276499
jx: 5.69410133255209
kxsym: 0.251000000000401
tx: 1349.50920963158
h: 0.00807740616102504
theta: -14.7346332116642
Solution 2:
thetaf: 11.2586858813269
thetar: 10.6792029310532
thetam: 6.19227723472841
sigmalb: 2872.23031726436
jx: 2.03819622278534
kxsym: 0.251000000000036
tx: 2164.53678066268
h: 0.00346397508336035
theta: -0.183693500487713
Solution 3:
thetaf: 11.257835094598
thetar: 10.6783961956676
thetam: 6.19180930202924
sigmalb: 2872.48939847845
jx: 1.99507014564293
kxsym: 0.251000000000372
tx: 2164.61121735673
h: 0.00346345326306647
theta: 0.0575803789775348

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