The widespread use of Liquified Petroleum Gas (LPG) can significantly reduce PM2.5 pollution, improving both environmental and public health. Despite government schemes like the Pradhan Mantri Ujjwala Yojana (PMUY) enhancing access to clean energy, many households continue to rely on solid fuels, exposing themselves to severe health risks.