| 5 | 1/1 | 返回列表 |
| 查看: 1648 | 回復(fù): 9 | ||
| 【懸賞金幣】回答本帖問(wèn)題,作者h(yuǎn)zd250將贈(zèng)送您 10 個(gè)金幣 | ||
| 當(dāng)前只顯示滿足指定條件的回帖,點(diǎn)擊這里查看本話題的所有回帖 | ||
[求助]
matlab擬合反應(yīng)動(dòng)力學(xué) 已有2人參與
|
||
|
剛?cè)腴T(mén)matlab的小白,最近想做反應(yīng)的動(dòng)力學(xué),按照B站up主的視頻自己寫(xiě)了一段代碼,但是運(yùn)行總是出問(wèn)題: 錯(cuò)誤使用 odearguments (第 93 行);FUNC 必須返回列向量,出錯(cuò) ode45 (第 115 行),odearguments(FcnHandlesUsed, solver_name, ode, tspan, y0, options, varargin); 出錯(cuò) Kinetics>fun (第 67 行),[t,x]=ode45(@func,tspan,x0,[],k); 出錯(cuò) lsqnonlin (第 218 行),initVals.F = feval(funfcn{3},xCurrent,varargin{:});出錯(cuò) Kinetics (第 18 行),lsqnonlin(@fun,k0,lb,ub,[],yexp);%非線性最小二乘法。原因:Failure in initial objective function evaluation. LSQNONLIN cannot continue. 下面是我寫(xiě)的代碼,讀取的Excel表格里有5列*7行的實(shí)驗(yàn)數(shù)據(jù),勞煩大佬幫我瞅瞅哪里需要改動(dòng),萬(wàn)分感謝。 function Kinetics %反應(yīng)一:A+B=C+M %r=k*XA*XB-K*XC*XM %反應(yīng)二:A+C=D+M %r=K*XA*XC-K*XD*XM %反應(yīng)三:B+C=E+M %r=K*XB*XC-K*XE*XM %XM=0.175 clc clear all; global a b tspan=[0.5 1 4 6 8 12 16]; yexp=xlsread('reaction.xls'); k0=[0.1 0.01 0.01 0.001 0.001 0.001];%參數(shù)初值 lb=[0 0 0 0 0 0];%下邊界 ub=[+inf +inf +inf +inf +inf +inf];%上邊界 [k,resnorm,residual,exitflag,output,lambda,jacobian]=... lsqnonlin(@fun,k0,lb,ub,[],yexp);%非線性最小二乘法 tspan=[0.5 1 4 6 8 12 16]; a=1; b=a+6; x0=yexp(a, ;%積分初值[t,x]=ode45(@func,tspan,x0,[],k); t1=linspace(0.5,16,200); ya1=spline(t,x(:,1),t1);%動(dòng)力學(xué)計(jì)算得到的點(diǎn)進(jìn)行樣條插值 ya2=spline(t,x(:,2),t1); ya3=spline(t,x(:,3),t1); ya4=spline(t,x(:,4),t1); ya5=spline(t,x(:,5),t1); for m=1:7 for n=1:5 yy(a+m-1,n)=x(m,n);%每一次的值存入yy矩陣 end end figure(1) plot(tspan,yexp(a:b,1),'k^',t1,ya1,'k-',tspan,yexp(a:b,2),'ro',t1,ya2,'r-',tspan,yexp(a:b,3),'bd',t1,ya3,'b-',... tspan,yexp(a:b,4),'g*',t1,ya4,'g-',tspan,yexp(a:b,5),'yp',t1,ya5,'y-'); legend('','A濃度','','B濃度','','C濃度','','D濃度','','E濃度'); xlabel('t(h)');ylabel('濃度(mol/L)');title('170℃ 0.1wt%催化劑'); t1=linspace(0.5,16,200); z1=spline(t,yy(1:7,1),t1); h1=spline(t,yy(1:7,2),t1); s1=spline(t,yy(1:7,3),t1); b1=spline(t,yy(1:7,4),t1); u1=spline(t,yy(1:7,5),t1); xlswrite('result.xls',[t1' z1' h1' s1' b1' u1'],'sheet1'); xlswrite('result.xls',residual,'sheet2'); Ne = length(yexp(:,2)); %模型適定性判別 Np = length(k); [rho2,F] = rho2_F(k,yexp,resnorm,Ne,Np); ci=nlparci(k,residual,jacobian) fprintf('\t k1,0=%.1f ± %.4f\n',k(1),ci(1,2)-k(1)); fprintf('\t k2,0=%.1f ± %.4f\n',k(2),ci(2,2)-k(2)); fprintf('\t k3,0=%.1f ± %.4f\n',k(3),ci(3,2)-k(3)); fprintf('\t k4,0=%.1f ± %.4f\n',k(4),ci(4,2)-k(4)); fprintf('\t k5,0=%.1f ± %.4f\n',k(5),ci(5,2)-k(5)); fprintf('\t 殘差平方和:%.3f\n',resnorm) fprintf('\t 實(shí)驗(yàn)點(diǎn)數(shù)和自由度分別為 Ne = %d和 Np = %d\n',Ne,Np) fprintf('\t 決定性指標(biāo)ρ^2: %.4f\n',rho2) fprintf('\t F比: %.3f\n\n',F) %================================================================================= function f=fun(k,yexp) f=[]; tspan=[0.5 1 4 6 8 12 16]; a=1; x0=yexp(a, ;[t,x]=ode45(@func,tspan,x0,[],k) d=a+6; yc1=x(:,1); yc2=x(:,2); yc3=x(:,3); yc4=x(:,4); yc5=x(:,5); f11=yexp(a:d,1)-yc1; f12=yexp(a:d,2)-yc2; f13=yexp(a:d,3)-yc3; f14=yexp(a:d,4)-yc4; f15=yexp(a:d,5)-yc5; ff=[f11 f12 f13 f14 f15]; f=[f;ff]; %================================================================================= function dxdt=func(t,x,k) r1=-k(1)*x(1)*x(2)-k(2)*x(1)*x(3)+k(4)*x(3)*0.175+k(5)*x(4)*0.175; r2=-k(1)*x(1)*x(2)-k(3)*x(2)*x(3)+k(4)*x(3)*0.175+k(6)*x(5)*0.175; r3=k(1)*x(1)*x(2)+k(5)*x(4)*0.175+k(6)*x(5)*0.175-k(2)*x(1)*x(3)-k(3)*x(2)*x(3)-k(4)*x(3)*0.175; r4=k(2)*x(1)*x(3)-k(5)*x(4)*0.175; r5=k(3)*x(2)*x(3)-k(6)*x(5)*0.175; dxdt=[r1 r2 r3 r4 r5] %================================================================================= function [rho2,F] = rho2_F(k,yexp,s,Ne,Np) y=yexp.^2; sy = sum(y( );rho2 = 1 - s/sy; %rho2: 決定性指標(biāo) F = (sy - s)*(Ne-Np)/(Np*s); %F:F比 |
鐵桿木蟲(chóng) (職業(yè)作家)
|
參考下: Root of Mean Square Error (RMSE): 0.0602102835008095 Sum of Squared Residual: 0.108758347177436 Correlation Coef. (R): 0.963380309380527 R-Square: 0.928101620502121 Parameter Best Estimate -------------------- ------------- k1 0.0431976858691231 k2 0.0204925345429154 k4 8.27595775884273E-20 k5 3.49573492337918E-16 k3 0.0313036416446144 k6 2.17399315624263E-18 |
至尊木蟲(chóng) (著名寫(xiě)手)

| 最具人氣熱帖推薦 [查看全部] | 作者 | 回/看 | 最后發(fā)表 | |
|---|---|---|---|---|
|
[考研] 080500材料科學(xué)與工程 +5 | 202114020319 2026-03-03 | 5/250 |
|
|---|---|---|---|---|
|
[考研] 085600求調(diào)劑 +4 | LRZZZZZZ 2026-03-02 | 6/300 |
|
|
[考研] 289求調(diào)劑 +8 | yang婷 2026-03-02 | 10/500 |
|
|
[考研] 298求調(diào)劑一志愿中海洋 +3 | lour. 2026-03-03 | 3/150 |
|
|
[考研] 理學(xué),工學(xué),農(nóng)學(xué)調(diào)劑,少走彎路,這里歡迎您! +8 | likeihood 2026-03-02 | 11/550 |
|
|
[考研] 085602化學(xué)工程350,調(diào)劑,有沒(méi)有211的 +5 | 利好利好. 2026-03-02 | 9/450 |
|
|
[考研] 289求調(diào)劑 +7 | BrightLL 2026-03-02 | 9/450 |
|
|
[考研] 299求調(diào)劑 +5 | kkcoco25 2026-03-02 | 9/450 |
|
|
[考研] 材料工程求調(diào)劑 +3 | 1431251 2026-03-03 | 3/150 |
|
|
[考研] 清華大學(xué) 材料與化工 353分求調(diào)劑 +5 | awaystay 2026-03-02 | 6/300 |
|
|
[考研] 321求調(diào)劑一志愿東北林業(yè)大學(xué)材料與化工英二數(shù)二 +5 | 蟲(chóng)蟲(chóng)蟲(chóng)蟲(chóng)蟲(chóng)7 2026-03-01 | 9/450 |
|
|
[考研] 0856材料求調(diào)劑 +12 | hyf hyf hyf 2026-02-28 | 13/650 |
|
|
[考研] 302材料工程求調(diào)劑 +5 | Doleres 2026-03-01 | 6/300 |
|
|
[考研] 材料與化工328求調(diào)劑 +3 | 。,。,。,。i 2026-03-02 | 3/150 |
|
|
[考研] 274求調(diào)劑 +3 | cgyzqwn 2026-03-01 | 7/350 |
|
|
[考研] 調(diào)劑 +3 | 13853210211 2026-03-02 | 4/200 |
|
|
[基金申請(qǐng)]
|
Doma 2026-03-01 | 7/350 |
|
|
[基金申請(qǐng)] 成果系統(tǒng)訪問(wèn)量大,請(qǐng)一小時(shí)后再嘗試。---NSFC啥時(shí)候好哦,已經(jīng)兩天這樣了 +4 | NSFC2026我來(lái)了 2026-02-28 | 4/200 |
|
|
[考研] 化工299分求調(diào)劑 一志愿985落榜 +5 | 嘻嘻(*^ω^*) 2026-03-01 | 5/250 |
|
|
[考研] 328求調(diào)劑 +3 | aaadim 2026-03-01 | 5/250 |
|