This article provides a thorough exploration of diverse technologies utilized in the dehydration of natural gas. These include glycol absorption, desiccant adsorption, solvent salt adsorption, chemical cooling, and hydrate suppression processes. The content delves into the merits of each technology, outlines common challenges encountered, and presents optimal solutions. Notably, the article focuses on the specific challenges arising from glycol absorption, particularly in select gas fields and underground gas storage facilities in Uzbekistan. This comprehensive examination of dehydration technologies, coupled with the in-depth analysis of solutions for glycol absorption issues, enhances our collective understanding of gas processing methodologies. By addressing the intricacies of each technology and proposing effective solutions, the article stands as a valuable resource for professionals and researchers immersed in the realm of natural gas dehydration. The insights offered contribute to refining and advancing gas processing strategies, making it an essential reference for those navigating the complexities associated with this critical aspect of the energy industry.