Det Radikale Venstre
In September 2013, the Danish Social Liberal Party nominated him as their top candidate in the 2014 European Parliament election. Petersen won a seat in the parliament after the party received 6,7% of the votes in election; thus returning to the parliament with one mandate. He was re-elected in 2019.