Solarpunk technology

You don't use Helium. You use Hydrogen. Hydrogen cannot burn without oxygen. Hydrogen is too tightly packed in an airship to get sufficient exposure to oxygen. Therefore, even in case of a fire, much of the hydrogen just escapes without burning. Airplanes too fell from the sky when the industry was not mature. We didn't just ban airplanes outright.