Below tested on Linux, GNU bash, version 4.3.30(1)
$ export abc="logs logs_andev logs_anqa logs_anuat logs_csdQA logs_svn logs_TRAINING logs"
$ echo $abc |sed "s/\blogs\b//g"
It doesn't work on Solaris 11, GNU bash, version 4.1.11(1)