{"title":"Advanced FOPoP technology in heterogeneous integration: Finite element analysis with element birth and death technique","authors":"Mei-Ling Wu, Jin-Yu Wu","doi":"10.1016/j.simpat.2024.103041","DOIUrl":null,"url":null,"abstract":"<div><div>This research investigates the advanced applications of Fan-Out Package-on-Package (FOPoP) technology within heterogeneous integration, highlighting its critical role in artificial intelligence (AI), big data analytics, and 5 G communication systems. Heterogeneous integration technology, which merges diverse components and technologies into a single package, is essential for addressing the increasing demands of modern electronic systems. However, wafer warpage during the FOPoP manufacturing process poses a significant challenge, impacting yield, chip alignment, and handling. We employ Finite Element Analysis (FEA) to tackle this issue using the element birth and death technique for process-oriented simulations. Our method innovatively utilizes both the backside and frontside Redistribution Layer (RDL) to create vertical interconnections within the FOPoP structure. The simulation process includes 11 stages: backside RDL electroplating, Polyimide (PI) curing, Molding Compound (MC) curing, frontside RDL electroplating, and PI curing. Comparing the simulated FOPoP wafer warpage values at each stage with experimental data, we consistently found discrepancies under 10 %, validating the accuracy of our simulations. Additionally, we identify effective strategies to reduce FOPoP wafer warpage through parameter analysis, such as lowering copper trace density in the RDL and increasing the die area ratio, thereby improving manufacturing yield. This research advances the understanding of FOPoP technology in heterogeneous integration and provides a robust framework for its application in next-generation electronic systems.</div></div>","PeriodicalId":49518,"journal":{"name":"Simulation Modelling Practice and Theory","volume":"138 ","pages":"Article 103041"},"PeriodicalIF":3.5000,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Simulation Modelling Practice and Theory","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1569190X24001552","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0
Abstract
This research investigates the advanced applications of Fan-Out Package-on-Package (FOPoP) technology within heterogeneous integration, highlighting its critical role in artificial intelligence (AI), big data analytics, and 5 G communication systems. Heterogeneous integration technology, which merges diverse components and technologies into a single package, is essential for addressing the increasing demands of modern electronic systems. However, wafer warpage during the FOPoP manufacturing process poses a significant challenge, impacting yield, chip alignment, and handling. We employ Finite Element Analysis (FEA) to tackle this issue using the element birth and death technique for process-oriented simulations. Our method innovatively utilizes both the backside and frontside Redistribution Layer (RDL) to create vertical interconnections within the FOPoP structure. The simulation process includes 11 stages: backside RDL electroplating, Polyimide (PI) curing, Molding Compound (MC) curing, frontside RDL electroplating, and PI curing. Comparing the simulated FOPoP wafer warpage values at each stage with experimental data, we consistently found discrepancies under 10 %, validating the accuracy of our simulations. Additionally, we identify effective strategies to reduce FOPoP wafer warpage through parameter analysis, such as lowering copper trace density in the RDL and increasing the die area ratio, thereby improving manufacturing yield. This research advances the understanding of FOPoP technology in heterogeneous integration and provides a robust framework for its application in next-generation electronic systems.
期刊介绍:
The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling.
The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation. Submitted papers will be peer reviewed and must significantly contribute to modelling and simulation in general or use modelling and simulation in application areas.
Paper submission is solicited on:
• theoretical aspects of modelling and simulation including formal modelling, model-checking, random number generators, sensitivity analysis, variance reduction techniques, experimental design, meta-modelling, methods and algorithms for validation and verification, selection and comparison procedures etc.;
• methodology and application of modelling and simulation in any area, including computer systems, networks, real-time and embedded systems, mobile and intelligent agents, manufacturing and transportation systems, management, engineering, biomedical engineering, economics, ecology and environment, education, transaction handling, etc.;
• simulation languages and environments including those, specific to distributed computing, grid computing, high performance computers or computer networks, etc.;
• distributed and real-time simulation, simulation interoperability;
• tools for high performance computing simulation, including dedicated architectures and parallel computing.