The suspect was identified as Wattana Pummares, 61, who previously worked for the Electricity Generating Authority of Thailand as an engineer.
He was arrested on Wednesday and detained by the military.
Wattana admitted that he was responsible for three bomb explosions in Bangkok earlier this year and three more in 2007 “because he disliked the military”, authorities said.