Kellogg piping engineering handbook is a strong basis and explains some of the history of how and why we do things the way we do.

I will also second L.C. Peng's work, which goes into greater detail.

Of course, your studies aren't complete if you haven't cracked open the piping code(s) you will be doing work in.