Digital Twins and Smart Manufacturing for Wire Bonding

Abstract

Low cost, excellent flexibility, and high yield rate have long been the drivers of wire bonding technology. In the past decade, advancements in wire bonding technology have significantly improved wire bond reliability and strengthened the adoption of the technology while maintaining its competitive advantage. Digital twins of wire bonding can now simulate and optimize 3D wire loop shapes to facilitate design-for-manufacturing (DFM), increase design flexibility, reduce product development time, and improve overall package yields. In particular, the benefits of digital twins have been realized in system-in-package (SiPs), large stack-die memory applications, and complex high pin count packages with multiple looping tiers. With increasing package complexity and modular package configurations, the need for smarter functionalities is imperative. More recently, technological developments in wire bonding have been targeted toward furthering design, quality, and time-to-market (TTM) from an Industry 4.0 smart manufacturing perspective. In this paper, we will introduce new digital twin simulation techniques to detect potential interference between wire bond capillaries and wire loops, various dies, passive components, and other structures within the package. These advanced capabilities are demonstrated on a real application and shown to help in the detection of design issues early in the product cycle and aid in the selection of capillary, wire, as well as optimization of the package layout. All these factors significantly improve the overall TTM of semiconductor packages. Technologies that provide improvements via autonomous monitoring and optimization are also strongly desired. We will also explore new on-bonder process monitoring capabilities to detect wire sway such that wire shorts and resultant yield losses can be minimized. Additionally, vision-guided enhancements to on-bonder loop height monitoring capabilities will also be discussed. These new advancements significantly improve production quality and yield, paving the way for smarter factories