Abstract: Various embodiments herein relate to systems and methods for predictive maintenance for semiconductor manufacturing equipment.

Abstract: A preparation of nano silver/dual modified chitosan antibacterial hydrogel dressing with discoloration effect for wound infection judgement and hydrogel dressing prepared by the same provided. The preparation includes the following: carrying out quaternization water-soluble modification on high molecular weight chitosan, and carrying out catecholamination water-soluble modification to prepare dual water-soluble modified chitosan; reducing silver nitrate by using the dual water-soluble modified chitosan to prepare a nano silver/dual water-soluble modified chitosan solution; adding the dual water-soluble modified chitosan, the nano silver/dual water-soluble modified chitosan, curcumin, zwitterion, acrylamide, a cross-linking agent and an initiator into deionized water in sequence, mixing and stirring uniformly, centrifugal de-foaming and casting, to prepare a nano silver/dual modified chitosan antibacterial color-changing hydrogel dressing by one-pot in-situ radical polymerization.