The Ultimate Guide to Semiconductor SPC Software: Features, Benefits, and Implementation
Statistical Process Control (SPC) is a technique used to control the quality of semiconductors in manufacturing. It involves statistical methods to monitor and control a process, guaranteeing it operates at…
Top 10 Techniques for Accurate Outlier Detection in Statistical Analysis
When it comes to semiconductor data analytics, pinpointing the unusual is not just about finding a needle in a haystack; it’s about understanding how that needle can skew the entire…
How to Choose Your Analytics Path in Semiconductors: Cloud vs. On-Premises
Choosing the right data analytics path in the semiconductor industry is critical in terms of on-premises data centers and cloud computing. On the one hand, “on-prem” setups housed within an…
How to Implement STDF Data Analysis for Improved Results in Semiconductor Manufacturing
The Standard Test Data Format (STDF), a file format developed for semiconductor testing, is a key player in semiconductor manufacturing. It plays a vital role in recording and storing test…
Understanding and Applying Statistical Yield Limits in Semiconductor Production
Statistical Yield Limits are essential in semiconductor manufacturing. They set statistical benchmarks that help maintain product quality and assess efficiency. This strategic method optimizes manufacturing, cuts costs, and keeps companies…
How to Calculate and Improve First Pass Yield in Semiconductor Manufacturing
In semiconductor manufacturing, the First Pass Yield (FPY) concept emerges as a critical indicator, mirroring the precision and operational prowess intrinsic to this field. This metric does more than just…
Zero Defect Tools in the Semiconductor Industry
The semiconductor industry is highly advanced and constantly evolving, with manufacturers always seeking new ways to improve their processes and reduce defects. There are several tools and techniques that are…
Components of a Semiconductor Yield Management System
In the semiconductor manufacturing industry, yield management systems play a crucial role in maximizing productivity and profitability. By tracking and analyzing the data generated during the manufacturing process, these systems…
Trends Fueling the Need for Automated Test and YMS in Semiconductors
The demand for semiconductors has grown exponentially in recent years, with the widespread adoption of new technologies across various industries. From consumer electronics to healthcare and aerospace, the need for…
Wafer Yield Management in Semiconductor Manufacturing
Wafer yield management is a critical process in semiconductor manufacturing that involves identifying and addressing factors that can impact the quality and efficiency of the wafer manufacturing process. Yield management…
Outlier Detection for Quality Improvement in Semiconductor Testing
In the highly competitive semiconductor industry, ensuring high-quality products is crucial to maintaining customer satisfaction and gaining a competitive edge. Outlier detection is a powerful tool that can be used…
Big Data in Semiconductor Industry
The usage of big data is a key factor for better productivity in semiconductor industry. Throughout the past two centuries, the industry has witnessed an unprecedented evolution. From the industrial…