The story
Believed to come from the observation that greased machinery tends to run faster, and the notion that if a lightning strike (the fastest normally observed movement) could be greased, it might move even faster. Originally US usage, but soon well known in UK due to Thackeray's use in 1848 (see cite).
Etymology from Wiktionary, CC BY-SA 4.0.