If you do a Google search you'll find that TP-Link PL adaptors have long had issues with disconnections and even now the issues haven't been resolved.
I suspect a lot of the reliability issues are down to people using TP-Link adaptors.
I'd assume all power line adapters (regardless of brand) are only as good as the wiring they are running across. Its a limitation of the technology.