for Semiconductor Manufacturing
BISTel has announced semiconductor industry’s first cloud capable, A.I. powered, fault detection and classification system (FDC). The new FDC solution, called Dynamic Fault Detection (DFD) in the cloud, offers chipmakers a more comprehensive method for detecting faults. It enables them to improve yield and reduces system deployment time to allow quicker product time-to-market. DFD in the Cloud also greatly reduces total cost of system ownership while maintaining the highest level of security, system performance and is easily scalable to meet changing production demands.
To achieve the goal of smart manufacturing, semiconductor manufacturers need to leverage A.I., Cloud, and Internet of Things (IoT) technologies to advanced engineering productivity, and to more efficiently guard against events that harm yield. The new cloud FDC application leverages machine learning to perform trace data analysis to detect faults and it eliminates the need for modeling while still utilizing the power of big data. Today, legacy FDC systems for fault detection offer only summary data analysis from sensors for fault detection. Consequently, small changes in sensor behavior go undetected, resulting in a negative impact on yield. BISTel’s DFD system achieves greater accuracy by establishing trace references dynamically and does not rely solely on the traditional control limiting methods. DFD also uses A.I. to develop smarter algorithms to better distinguish between real alarms and false alarms, resulting in significantly fewer alarms.
First Cloud Capable FDC Solution with Big Data Infrastructure Reduces Investment Costs
Deploying the new DFD system in the cloud enables many more semiconductor manufacturers to take advantage of its immense benefits by providing access to a full-scale big data infrastructure. This helps customers reduce the considerable capital investments, which often challenge the budgets of many small and mid-size chip manufacturing organizations. Other benefits include:
Cost and Time Savings
In an on-premise installation, a variety of hardware and software are required to run a new application such as an FDC solution like DFD. In the cloud, the infrastructure required for execution and data storage are provided virtually by the cloud vendors. While there is a subscription cost to cloud services, the total cost of ownership for an application is typically much lower for a cloud-based system, regardless of system size. This model affords semiconductor companies the flexibility to assign the costs of a new system as operating expenses (OpEx) instead of capital expenses (Capex). One of the biggest challenges facing device makers today is the lack of technical expertise within their existing team to support a big data system required for the new application. However, by deploying the DFD system on cloud, the responsibility of supporting a big data system moves to the cloud vendor, cutting costs and reducing system rollout time.
FDC Cloud Option Offers Major Systems Performance and Security Benefits
BISTel’s cloud based FDC system offers the same high level of security as any on-premise system. Also, Time critical applications such as FDC systems are deployed on-premise to minimize risk and latency so best performance can be achieved. However, with the advent of advanced networking technologies, along with a global infrastructure of high-bandwidth networks, cloud-based systems now offer the same level of high performance as an on-premise system.
BISTel is a provider of equipment engineering systems (EES) and manufacturing A.I. and edge computing applications for smart manufacturing. BISTel’s intelligent manufacturing solutions collect and manage data, monitor the health of equipment, optimize process flows, analyze large data, quickly identify root cause failures to mitigate risk, predict issues before they occur and extend the life of equipment through industry leading predictive analytics. BISTel solutions reduce downtime, improve yield, increase equipment utilization and achieve significant production and engineering efficiencies across the factory. Founded in 2000, BISTel has 395 employees worldwide. The company was founded in Seoul, South Korea, with US headquarters in California and operations in China, France, Singapore and Texas. BISTel’s domain expertise in global manufacturing includes auto, flat panel display, industrial, oil & Gas, PCB/SMT, and semiconductor manufacturing as well as automotive, and pharmaceutical manufacturing.
For more information, visit bistel.com.