PHMSA Views 2 meanings found PHMSA refers to the U.S. Pipeline and Hazardous Materials Safety Administration, the federal body that oversees the safe transport of pipelines and hazardous substances. Governmental Pipeline and Hazardous Materials Safety Administration Pipeline and Hazardous Materials Safety Administration (U.S.