I was doing some nice building when I decided that I came to a substantial progress that I wanted to do a full save (non-autosave).
I ran into the following error upon attempting to save:

Saving scenario failed: ElectricNetworkSerialiser::getEnergySourceIndex, the energy source was not saved ...