Leibniz rule for improper integral We know that the Leibniz integral formula
$$\frac{d}{dt}\int_{\phi(t)}^{\psi(t)} f(t,s) ds = \int_{\phi(t)}^{\psi(t)} \frac{d}{dt}f(t,s) ds+f(t,\psi(t))\frac{d}{dt}\psi(t) -f(t,\phi(t))\frac{d}{dt}\phi(t).$$
Can we apply this rule for 
$$\frac{d}{dt}\int_{\phi(t)}^{\infty} f(t,s) ds ?$$ 
 A: $$\frac{\partial}{\partial t}\int_{\phi(t)}^{\infty} f(t,s)\ \partial s= \int_{\phi(t)}^{\infty} \frac{\partial}{\partial t} f(t,s)\ \partial s $$ 
$$=\lim\limits_{z\to \infty} \int_{\phi(t)}^{z} \frac{\partial}{\partial t} f(t,s)\ \partial s$$
$$ =\lim\limits_{z\to \infty}\left[f(t, z) \frac{\partial}{\partial t}z\right] - f(t, \phi(t)) \frac{\partial}{\partial t}\phi(t)$$
At this point, convergence is dependent on the term(s) in the limit.
A: This form of Leibniz integral rule seems to require a interchange of limits. This is because, 
$$
\frac{d}{dt}\lim_{a\rightarrow\infty}\int_{\phi\left(t\right)}^{a}f\left(t,s\right)ds=\lim_{a\rightarrow\infty}\int_{\phi\left(t\right)}^{a}\frac{\partial}{\partial t}f\left(t,s\right)ds-f\left(t,\phi\left(t\right)\right)\phi'\left(t\right)
$$
would follow immediately from the usual Leibniz integral rule so long as
$$
\frac{d}{dt}\lim_{a\rightarrow\infty}\int_{\phi\left(t\right)}^{a}f\left(t,s\right)ds=\lim_{a\rightarrow\infty}\frac{d}{dt}\int_{\phi\left(t\right)}^{a}f\left(t,s\right)ds
$$
But letting 
$$
g\left(t,a\right)=\int_{\phi\left(t\right)}^{a}f\left(t,s\right)ds
$$
we can see that 
$$
\frac{d}{dt}\lim_{a\rightarrow\infty}g\left(t,a\right)=\lim_{a\rightarrow\infty}\frac{d}{dt}g\left(t,a\right)
$$
requires some extra conditions. Namely, that $\frac{d}{dt}g\left(t,a\right)$ converges uniformly as $a\rightarrow\infty$ and that $\lim_{a\rightarrow\infty}g\left(t,a\right)$ converges for some t. 
