macOS Sierra, kernel_task running taking more than 400% of CPU
Took apart the case and cleaning out the fans totally solved this for me. There was a lot of lint build-up in both of them so they were not cooling the system adequately.

The reason it causes high CPU load is that Mac creates fake CPU load to slow down the computer as a last-ditch effort to control temperature.