Retrieve Hardware Monitorring Values

I would like to retrieve the hardware monitoring values without having to use admin rights IE "Run as Administrator.

Using WMI requires admin rights.

I am most interested in CPU temperature, CPU fan speed and case fan speed (if present). Hard drive / SSD temperature would be nice.

Is this possible?

Probably not. While some values may be accessible without administrative others are not.
You may try