Remove the key pass phrase:
openssl rsa -in key.pem -out newkey.pem
If the certificate and the key are together:
openssl rsa -in mycert.pem -out newcert.pem
openssl x509 -in mycert.pem >>newcert.pem
Source: http://www.madboa.com/geek/openssl/#key-removepass