Time dependence of Lagrangian and Hamiltonian? I am reading a online tutorial about Lagrangian mechanics. In one section, it states that if the kinetic term in Lagrangian has no explicit time dependence, the Hamiltonian does not explicitly depends on time, so $H=T+V$. I just wonder if it is always true that $H=T+V$, why require it has no explicit time dependence?
 A: I think I cannot completely agree with Torsten Hĕrculĕ Cärlemän's answer (or maybe I did not understand it). However the situation is more complicated. I try to present a more general picture below.
A Lagrangian function is a sufficiently regular function $L(t,q, \dot{q})$ (where henceforth $q$ means the $R^n$ column vector  $(q^1,\ldots,q^n)^t$ and so on for other similar vaiables). 
In particular I will focus on Lagrangians with the form:
$$L(t,q,\dot{q}) = \frac{1}{2}\dot{q}^t A(t,q) \dot{q} + F(t,q) \cdot \dot{q} - U(t,q) \qquad (1)$$ 
where $A$ is a non-singular real $n\times n$ symmetric matrix, $F$ is a vector-valued function, and $G$ is a scalar field.  The dot in the RHS after $F$ $\cdot$ indicates the $R^n$ scalar product. 
The form (1), essentially, is the most general case considered in mechanics, where $A$ is also positively defined. That expression even includes the case of non static constraints, or interactions with non-conservative forces (e.g., a given electromagnetic field  or inertial forces).  
In the simplest case: a physical system such that
(a) *the  system is the statically constrained $^1$ in the inertial reference frame $K$, and
(b) it subjected  to conservative interactions in $K$,
one has: $F=0$ and $A=A(q)$, $U=U(q)$ (absence of $t$), so that:
$$L(t,q,\dot{q}) = \frac{1}{2}\dot{q}^t A(t) \dot{q}  - U(q) \qquad (1)'$$ 
In this case the Kinetic energy computed in $K$ is completely defined by $A$, while $U$ describes the potential energy. In the more general case (1), the Kinetic energy may get contributions also from $F$ and $U$, depending on the nature of the chosen coordinates and the chos
The Hamiltonian associated with a generic Lagrangian, $L$ is, by definition, the Legendre transform of $L$: 
$$H(r,q, \dot{q}):= \dot{q} \cdot \nabla_{\dot{q}} L - L(t,q,\dot{q}) \quad (2)$$
(I stick to the Lagrangian formulation without introducing Hamiltonian variables since it is not relevant for this reasoning.)
For a Lagrangian of the form (1), $H$ results to be (even if $F\neq 0$!):
$$H(t,q, \dot{q}) := \frac{1}{2}\dot{q}^t A(t,q) \dot{q} + U(t,q) \qquad (3)\:.$$ 
When the Lagrangian has the  particular form as in  (1)' (and is computed in the reference frame $K$), $H$ coincides to the total mechanical energy of the physical system in K, otherwise its physical meaning has to be investigated case by case.
Jacobi's theorem states that, for a generic Lagrangian function (so as in (1) but even more complicated): 
$$\frac{d }{dt}\left( \left. H\right|_{solutions\: eq. \:of \:motion} \right)= - \frac{\partial L}{\partial t}\:.$$
You see that, computing $H$ along a solution of Eulero-Lagrange's equations, one finds a constant whenever $L$ does not depend explicitly on time. In this case $H$ is called Jacobi's constant of motion.
However it does not coincide, in general, with the total mechanical energy of the system. It happens when all forces are conservative and the coordinates hare suitably chosen so that (1)' holds true. 
Here is an instructive example. Consider a reference frame $K$ rotating with uniform angular velocity directed  along $z$ with respect to an inertial frame $K_0$. Let $\Omega$ be the magnitude of that angular velocity. 
Suppose that a point $p$ with mass $m>0$ is constrained to stay on a smooth vertical  ring, with radius $R$, at rest with $K$ in the plane $xz$ and centred on the origin of $K$.   There are no forces acting  on $p$, barring the irrelevant reaction due to the smooth constraint. We exploit the angle $q:= \theta$ ($\theta =0$ is the $x$ axis in $K$) to describe the position of $p$.
Moreover we use the Lagrangian  evaluated with respect to $K_0$ (in order to disregard the inertial forces that instead appear in $K$). With some elementary trigonometry, we have:
$$L(t, q, \dot{q}) = (Kin.\: Energy \: in\:  K) = \frac{mR^2}{2}\dot{q}^2 + \frac{mR^2\Omega^2}{2}\cos^2 q\:.$$
This Lagrangian verifies the hypotheses of Jacobi's theorem, so the Hamiltonian function:
$$H(t,q, \dot{q}) = \frac{mR^2}{2}\dot{q}^2 - \frac{mR^2\Omega^2}{2}\cos^2 q\qquad (4)$$
is conserved in time along any dynamical evolution of the point $p$. 
What is the meaning of $H$?
It is not the mechanical energy in $K_0$, that is $L$ itself and $L\neq K$. Moreover that energy cannot be conserved for physical reasons: Because one has to supply energy to the system to maintain the uniform rotation in $K_0$ independently on the motion of $p$ along the ring.
The meaning of that $H$ constructed out of the Lagrangian evaluated in $K_0$, but using coordinates at rest with $K$, is the mechanical energy in $K$. 
Indeed: The second term in the RHS of (4) is nothing but the potential energy of the centrifugal force. in $K$, Coriolis' force can be neglected as it is normal the the ring so its work vanishes. There are no further inertial forces in $K$ and, as already noticed, the reaction due to the ring dissipates no energy as it is normal to the ring itself like Coriolis' force. The first term in (4) is just the kinetic energy of $p$ in $K$.
Footnotes:
(1) for "statically constrained in the reference frame $K$" I mean that the Lagrangian coordinates $q^1,\ldots, q^n$ are chosen  as follows.  The position vector $\vec{x}_i$,in the rest space of the reference frame $K$,  of the generic $i$th point of mass of the system, can be written as $\vec{x}_i= \vec{x}_i(q^1,\ldots,q^n)$ without any explicit dependence on time. In general, in fact one could have a time dependence $\vec{x}_i= \vec{x}_i(q^1,\ldots,q^n)$, if in $K$ the constraints depend on time. For instance a point $p$ requested to belong to a smooth curve with an assigned motion in $K$.
A: The Hamiltonian has the very legal definition that it is the Legendre transform of the Lagrangian function. So, in any physical case to find the Hamiltonian of a system, you have to take $L = T - V$ and then perform the ritualistic Legendre transform process shifting coordinates from $q,q'$ to $q,p$. The time symmetry of the system leads to the conservation of the so called Jacobian function and NOT the Hamiltonian . the Hamiltonian will however be the total mechanical energy if thesystem is conservative and in this case the Jacobian function also equals the total mechanical energy.
The Jacobian is the mechanical one and not the mathematical one. Ref Goldstein.
