The Process Functional Modeling of the SiO2 thin film layer creation has revealed problems as follows:
Based on the concept of moving wafers, let's describe the models of the failures of bottom zone wafers' thickness sigma (thickness standard deviation)
Model 1. The loading of the boat with wafers causes overheating at the bottom zone of the furnace
During loading the wafers into the furnace (that is at 300C), the cold wafers "cool" the bottom thermocouple (TC) that resulting in strong overheating of the bottom zone.
Model 2. The Loading of the boat with wafers causes the presence of air residue in the bottom zone of the wafer.
During the loading of the wafers, the N2 flow mainly removes the air from the furnace, but some residual amount may remain and it will be collected in the bottom zone of the furnace. As a result, the wafers in the bottom zone will start oxidation earlier and will receive more O2.
Model 3. The unloading of the wafers from the furnace will result in additional uncontrolled oxidation on the bottom zone wafers
During the unloading of the boat with wafers, the bottom wafers expose to the atmosphere first. They have a higher temperature when exposed to the air and they keep the temperature longer because they are placed close to the massive bottom flange.
Possible solutions:
This project applies Functional Modeling to analyze the single-wafer wet etch process in semiconductor manufacturing. The model shows that wet etch defects are not caused only by chemistry, but also by interactions between the wafer, liquid flow, air, rotation, rinsing, drying, drain, and chamber environment. Key challenges include incomplete wetting, trapped air or bubbles, residue and particle redeposition, evaporation-driven watermarks, and contamination during rinse or drying. The project identifies improvement directions such as better wafer pre-wetting, controlled airflow, reduced evaporation, optimized rinse and drying conditions, and alternative chamber concepts such as face-down processing in a shallow liquid bath.
Wet cleaning is widely used in microchip manufacturing. Single wafer equipment is working as follows. A wafer rotates, and chemistry is poured from a movable nozzle. Water rinsing is performed at the end of the process. Loading of a new batch of the chemistry resulted in excursion - a strongly increased amount of defects was observed on the wafer after the processing. The project is dedicated to the failure analysis and creation of innovative solutions.
This project investigates particle-defect formation during SiO₂ dry etch. Functional modeling revealed that defects can be generated by two coupled mechanisms: chemical formation of SiO₂/SiOFₓ particles from SiF₄ interaction with moisture, and mechanical generation of particles by excessive ion bombardment and sputtering. The proposed improvement direction is to balance chemical etching and ion-assisted etching by properly adjusting the source and bias generators, reducing moisture, improving by-product evacuation, minimizing sputtering, and using pulsed or multi-step process recipes. The goal is to reduce particles and micromasking while maintaining etch rate, profile control, and process stability.