The experimental observation of charged Higgs bosons, , which are predicted by many models with an extended Higgs sector, would indicate physics beyond the Standard Model. This note presents the results of a search for charged Higgs bosons in 19.5 fb of proton-proton collision data recorded at TeV with the ATLAS experiment, using the + jets channel with a hadronically decaying lepton in the final state. For light charged Higgs bosons ( ), the production mode is dominant, while for heavy charged Higgs bosons, associated production of is dominant. No evidence for a charged Higgs boson is found. For the mass range 90 GeV GeV, 95 confidence level upper limits on are set in the range , and for the mass range 180 GeV GeV, 95 confidence level upper limits are set on the production cross section of a charged Higgs boson in the range pb, both with the assumption that .