Dan James scored the winning kick for United to avoid an embarrassing Carabao Cup loss to Rochdale at Old Trafford.
"We handled it [the shoot out] really well," said Solskjaer.
"Everyone wanted to take penalties as they did against AC Milan in Cardiff [during pre-season]. I'm very pleased with the confidence. You know we're better in penalty shootouts than in proper games."