It’s clear from the AEMO market makeup etc. that almost all the cost increase was attributable to the cost of gas (due to Santos having contracts to export more gas than they had supply for to Japan etc., while the international gas price has fallen. So they are sucking up gas on the domestic market pushing up domestic prices and their liquefication operation is unprofitable anyway). But the Coalition instead chose to use the cost of electricity as a political tool in a bizarre anti-renewables push.
Economists have suggested that a large enough gas reservation policy (like WA has) would rectify that. The LNP could legislate it in a few weeks at worst. This would also benefit industrial gas users that have been struggling with big increases.
A more minor part (like what this battery is helping to stop) is the privatised generators gaming the market by constraining supply artificially to push up prices at certain high-demand times. Some of this also naturally happens with some of the older coal stations tripping out and falling off for a few hours (I think Liddel is only achieving something like 46% capacity on average or something?).