Can we create a feature for the changes in webform by using feature module? I am unable to create a feature for the changes in webform on development site to be used on production site by using feature module.Is it possible ?
Features does not give you the power to import/export the webform created.

You could use the Webform Share module.

For more details you could read the README.txt file of this module.