An option is to manually disable all plugins and enable them one-by-one and see when trouble occurse again.
Another option is to use a WordPress profiler. I would highly recommend using InterconnectIT’s WordPress Performance Profiler. This plugin will profile all or a certain amount of requests and show you what plugins take a long time to load.