Absolutely. Higher energy prices means production costs increase, higher fuel prices also mean transportation costs increase for goods. All of which gets passed onto the consumer. Which then causes prices to go up and inflation tags along.Personally I think the energy is driving the inflation and thus driving the Base Rate.
If we had a source of cheap energy, it would likely drive the shift to electric vehicles quicker and overall we'd be less impacted by increases to fuel costs.