def EV_flow(mean,std,Q): EV = quad(lambda x: lognorm_pdf(x,mean,std)*x, 0, Q) EV_2 = (1 - lognorm_cdf(Q,mean,std))*Q EV_total = EV[0] + EV_2 return EV_total