Finally, this morning I fixed all the leaks and it works. But, unfortunately, there is a defected valve which needs to be replaced. Right now, it has a small leak. But, it will not affect the system as a whole generally.
Luckily, the valve is on a vertical run and, therefore, it is easy to be replaced due to its easy drainage.