A PON module, or Passive Optical Network module, serves as a pivotal device in telecommunications networks, facilitating the transmission of data, voice, and video signals over fiber optic cables. In practice, PONs are typically used for the last mile between Internet service providers (ISP) and their customers. Unlike active optical components requiring power, PON leverages passive splitters, making the modules in the Optical Line Terminal (OLT) at the provider's end and the Optical Network Unit (ONU) or. Passive Optical Network (PON) stands as a foundational technology in the evolution of modern telecommunications, serving as the cornerstone for high-speed fiber-optic networks. It has been deployed on a large scale in China since 2006, expanding from initial residential and commercial user access to large.