1. Click Ctrl+H (quick replace)
2. Find Options : "Use Regular Expressions"
3. In Find specify "^$\n"
4. In Replace box delete everything.
5. Click "Replace All"
All Blank lines will be deleted.
^ Means Beginning of line
$ Means End of line