Thank you, I ended finding the solution to my problem after digging through reddit about Kopericus. Apparently sometimes solar panels don't work if you don't have Modular Flight Integrator installed, which I guess I didn't.
Sorry if I wasted any of your time, I'm now on my way to Minmus