Review based on Semiconductor Manufacturing Process and Operations Optimization by Integrating AI Ready Hardware

Abstract

The management of production bottlenecks, manufacturing equipment efficiency, and product quality management is growing more challenging for the semiconductor manufacturing business. Manufacturing businesses are recognizing that there are significant opportunities to apply Artificial Intelligence (AI) as a competitive advantage in order to maintain competitiveness in both productivity and sustainable growth. This review study elucidates AI readiness by enhancing productivity and streamlining the semiconductor manufacturing industry's process, and it is contrasted with prior research. The concepts put forward demonstrate how artificial intelligence might be applied to address issues in the processes involved in producing semiconductors. Nearly 25 to 70 research papers that are gathered from different standard publications. In the existing papers, automatic detection and AI methods are given with less results and it is overcome by our new AI ready hardware.