[Scilab-users] Covid19 model
Claus Futtrup
cfuttrup at gmail.com
Thu Apr 30 20:11:06 CEST 2020
Hi Stéphane
Thank you for showing me how to work ODE.
P.S. about Corona modeling, the model by Risbo is nice in that you can
implement a lockdown of some sort. It's a simple one-step lockdown,
where you have to tune the R-value ... in reality each geographic area
is different, related to how much of a lockdown is executed, how dense
the population is, etc.
Cheers,
Claus
On 4/30/2020 4:51 PM, Stéphane Mottelet wrote:
>
> Hi Clauss,
>
> Just modify the following lines :
>
> t1 = 0:0.1:60;
> y1 = ode(y0, 0, t1, odefun); // [t1,y1] = ode45(@odefun,[0 60],y0); // run 1st scernario
> idx=[3:6];
> scf();
> a = gca();
> plot(Begin+t1,y1(idx,:),'-'); // semilogy(Begin+t1,y1(:,idx),'-','LineWidth',3) And you will be fine. ode() needs a vector of time values and the output is oriented transposed w.r.t Matlab output.
>
> S.
>
> Le 30/04/2020 à 16:40, Claus Futtrup a écrit :
>> functiondydt=odefun(t, y)ift<daysR=R0;elseR=0.6;// Change
>> reproductive rate after
>> lockdownendA=[00-delta*R*y(1)/Npop000;...0-gamdelta*R*y(1)/Npop000;...0gam-delta000;...00delta*(1-Fhosp)000;...00delta*Fhosp0-1/Thosp0;...00delta*R*y(1)/Npop000];dydt=A*y;endBegin=datenum(2020,02,20,0,0,0);//
>> begin dateDlock=datenum(2020,03,12,0,0,0);// date of
>> lockdowndays=Dlock-Begin;R0=2.6;// inital R valuegam=1/3;// gamma,
>> the inverse of average latent timedelta=1/5;// inv time constant
>> which infectious people either recover or enter hospitalFhosp=0.16;//
>> fraction of recovering people going to hospitalThosp=14;// average
>> time of hospitalisationNpop=6e6;// total initial population of
>> sensitivey0=[Npop;50;50;0;0;0];// [S E I R Hosp ] intial
>> cond.t1=0:60;y1=ode(y0,0,60,odefun);// [t1,y1] = ode45(@odefun,[0
>> 60],y0); // run 1st
>> scernarioidx=[3:6];scf();a=gca();plot(Begin+t1,y1(:,idx),'-');//
>> semilogy(Begin+t1,y1(:,idx),'-','LineWidth',3)a.log_flags="nln";xlabel('Date')ylabel('Number
>> of cases')xgrid();// ax=gca;// ax.YLim=[10
>> max(max(y2(:,idx)))];xtitle({'Danish Corona lock down on 20.03.12, vs
>> 14 days later','R goes from 2.6 to 0.6 at
>> lockdown'});legend('Infected','Recovered','Hospitalised','Total Cases');
> --
> Stéphane Mottelet
> Ingénieur de recherche
> EA 4297 Transformations Intégrées de la Matière Renouvelable
> Département Génie des Procédés Industriels
> Sorbonne Universités - Université de Technologie de Compiègne
> CS 60319, 60203 Compiègne cedex
> Tel : +33(0)344234688
> http://www.utc.fr/~mottelet
>
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