CFX Performance Mapping – Methods to Qualify, Validate and Control Acceptable Levels of Flux and Other Residues
The Connected Factory Exchange initiative enables the use of tools, machines, and computer software to monitor, improve, and produce reliable hardware. The concept of the Digital Twin is to connect and communicate with assembly machines to analyze data, and from the data analytics, adjust and control the process.
There are four basic types of digital twin applications. The first type is visual inspection where software takes the data to create, see, edit, and make changes to better optimize the process. The second type is computational by processing the data to find a solution. The third type is operational by using software to make real-time decisions as to how to control an operation. The fourth type is analytical by finding patterns in the data, which are associated to a particular outcome.
The Electrochemical Reliability of an electronic device can be impacted by flux and process residues that are accumulated during the assembly operation. The idea behind this research is the use of SMART test instruments that qualify and control process contamination to ensure that these devices will function when called upon in their end-use environment.
The purpose of the research is to perform Thermal-Humidity-Bias (SIR) and Specific Area Extraction Testing (SAET) process control testing. The idea is to pattern an Electrical Twin test coupon into the panel of production circuit boards. The Electrical Twin will be populated with components that are representative of the process that can leave behind flux or process residues that can cause a failure. SMART test instruments that are Digital Twin capable will be used to test the Electrical Twin test boards.