What inspired TomJ Marshal to invent the fire extinguisher?

Thomas J Martin had an 1872 patent for a "Fire Extinguisher." He didn't invent the portable fire extinguisher; it had been around for over 100 years before he made his contribution to fire sprinklers. His motivation is not known.