I have plum tree (4 years old) with flowers on it but no plums. It's planted near two pear trees. We have loads of pears. We feed it, but still nothing.
Your tree may need another plum for pollination. Even the self polinating varieties do better with a second tree. Other than that, plums need extra water in winter to encourage blossoming in the spring.