Yes, you can run Aircrack-ng on Windows, but with serious limitations.
Aircrack-ng on Windows: Is It Really That Simple? aircrack windows
Most tutorials run it on Linux (usually Kali). But what about Windows? Yes, you can run Aircrack-ng on Windows, but