Is there a proper time to start motivating your team members? if yes, when?

There is no specifc time to motivate employees, From HR perspective you always show positive gestures, postures and perform routine activities in the form of positive attitude, policies, reward and proactive approach to motivate employees as whole organization.

Motivation is an on going activity through out the day.

Yes, yes there is.  It's yesterday.