@Andrewpech Another thread on this kind of issue below. Things to try. Check the execution plan in SSMS. I had to add an index for a baq and it made a huge difference. Also, option recompile could help.
If it runs well with PartDtl out then you could try to get the next PO in code post processing on getdtl instead.