Enhancing　the　damping　performance　of　traditional　dynamic　vibration　absorbers　(DVAs),　it　is　an　effective　solution　to　incorporate　particle　damping　systems　into　the　design.　By　integrating　particle　damping　technology　with　DVAs,　the　resulting　tuned　particle　damper　(TPD)　has　multiple　energy　dissipation　mechanisms　to　broaden　the　vibration　suppression　bandwidth　and　improve　damping　performance.　However,　due　to　the　complex　and　highly　nonlinear　nature　of　particle　system　dynamics,　as　well　as　the　sensitivity　of　these　systems　to　various　parameters,　the　energy　dissipation　mechanisms　are　not　yet　fully　understood.　Although　there　are　some　applications　in　engineering　fields,　experimental　methods　and　techniques　still　needed　further　improvement.　Thus,　conducting　systematic　and　in-depth　research　on　this　technology　is　crucial　for　promoting　the　development　of　TPDs　and　guiding　future　research　in　related　fields.　This　review　provides　a　comprehensive　overview　of　TPD　development,　focusing　on　their　damping　mechanisms　and　modeling　methods.　Additionally,　it　summarizes　the　energy　dissipation　mechanisms,　structural　design　optimization　strategies,　experimental　progress,　and　practical　applications　of　TPDs.　Finally,　it　highlights　emerging　trends　in　TPD　development　and　proposes　future　research　directions　to　address　current　gaps,　aiming　to　provide　valuable　references　and　insights　for　vibration　control　in　engineering　structures.　©　2025　Elsevier　Masson　SAS