IS that any configuration file that can let me enable the log rotation of supervisor in Storm?
You mean the supervisor.log file right?
for 0.9.x version of storm, you can edit logback/cluster.xml, and for 0.10.x version, log4j2/cluster.xml files as you wish your logger to behave, including log rotation.