The connection to adb is down, and a severe error has occurred

Some times Android project may  shutdown abnormally, and caused the “adb.exe” to function unfortunately.
Then it shows message in your eclipse like this

To resolve use this below manually process Go to Task Manager in your system and end (adb.exe) process in your system.