Transforming Semiconductor Manufacturing: How AI And ML Boost Productivity And Beat The Skill Shortage


In the fast-paced world of semiconductor manufacturing, where innovation and efficiency are essential, there is a serious challenge – the persistent skilled labor shortage. As evident by billboards looking for workers along major highways, this shortage is not just a concern but a pressing reality. Semiconductor manufacturers in the United States face a multifaceted problem—tightened... » read more

Damage Detection For Reliable Microelectronics


Over the past few years, the reliability and safety of electronic systems have become increasingly more important. Ongoing digitalization has made these systems an integral part of many items of daily use. This means that failures are becoming more and more critical as they can cause considerable disruption – even when they occur in consumer electronics. Today, electronics are also indispensa... » read more

Importance Of Certifications In Automotive IP


The automotive industry is renowned for its unwavering commitment to enforcing strict standards for enabling safety, quality, reliability, and security. However, upholding stringent measures to ensure vehicle safety and reliability has led to the need for predictive maintenance i.e., using advanced monitoring and analytical techniques as a part of Silicon Lifecycle Management (SLM) to anticipat... » read more

Predictive And Prescriptive Maintenance In The Context Of Automotive Functional Safety


The ever-changing landscape of advanced SOCs reshape traditional approaches of automotive functional safety (FuSa). Electrification (EV), connectivity, driver-assistance (ADAS), and software-defined vehicles (SDV) have ushered in the era of mega-functionality and scale. This paper discusses the paradigm shifts and required methodologies to navigate the surge of innovation and ensure the utmost ... » read more

Getting Smarter About Tool Maintenance


Chipmakers have begun to shift to predictive maintenance for process tools, but the hefty investment in analytics and engineering efforts means it will take some time for smart maintenance to become a widespread practice. Semiconductor manufacturers need to maintain a diverse set of equipment to process the flow of wafers, dies, packaged parts, and boards running through factories. OSAT and ... » read more

Maintaining Vehicles Of The Future


Driving a scalable, consumer-centric vision in the mobility industry, vehicles of thefuture will always be connected and differentiated by software. Advancements in software, hardware and their interaction are expanding the boundaries of performance, providing the foundation for next-generation cars. But the same technology that will make this vision a reality also presents new challenges. O... » read more

Ramping Up IC Predictive Maintenance


The chip industry is starting to add technology that can predict impending failures early enough to stave off serious problems, both in manufacturing and in the field. Engineers increasingly are employing in-circuit monitors embedded in SoC designs to catch device failures earlier in the production flow. But for ICs in the field, data tracing from design to application use only recently has ... » read more

Where And Why AI Makes Sense In Cars


Experts at the Table: Semiconductor Engineering sat down to talk about where AI makes sense in automotive and what are the main challenges, with Geoff Tate, CEO of Flex Logix; Veerbhan Kheterpal, CEO of Quadric; Steve Teig, CEO of Perceive; and Kurt Busch, CEO of Syntiant. What follows are excerpts of that conversation, which were held in front of a live audience at DesignCon. Part two of this... » read more

Highly Reliable Solutions Unleashing The Benefits Of Predictive Maintenance


Time and again, malfunctions in devices inside a building like HVAC, elevator, refrigeration, and other building systems can lead to severe operational disruption, resulting in increasing maintenance costs and discomfort for its occupants. Predictive maintenance can be an effective way to avoid unplanned downtime. It monitors the condition of equipment in real time and schedules maintenance bef... » read more

Adopting Predictive Maintenance On Fab Tools


Predictive maintenance, based on more and better sensor data from semiconductor manufacturing equipment, can reduce downtime in the fab and ultimately cut costs compared with regularly scheduled maintenance. But implementing this approach is non-trivial, and it can be disruptive to well-honed processes and flows. Not performing maintenance quickly enough can result in damage to wafers or the... » read more

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