According to my short knowledge,this problem is not related to electric components except injectors and fuel pump otherwise it should be missing on cng too.
Have you checked fuel filter?
What is your routine of cng usage,how much do you drive on cng and petrol,using mostly cng and not petrole or keeping less petrol in fuel tank may affect fuel pump.