I used the MSI installer, which has the option to install it as a service:
https://www.elastic.co/guide/en/elas...t/windows.html
In the Configuration section I also suggest lowering the amount of memory the JVM uses. It's set to 2GB by default which is quite a bit more than Power Search needs. I set it to 500 MB myself.