RF Generator Pulse Shaping With Sub-Region Feedforward Control
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Solution Overview
Problem
In RF generator systems for plasma processing, achieving precise control of power signals to effectively execute plasma etching is challenging due to the nonlinear and time-varying nature of the load, leading to issues with ion energy distribution and etch rate control.
Innovation Solution
A controller system that incorporates a feedforward control module with tuners, memory for storing prior actuator and output profiles, and a learning module to generate adjustment profiles, allowing for dynamic allocation of samples to sub-regions of the output signal, combining feedback and feedforward control to optimize generator parameters.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If feedforward control is applied to the entire output signal, then pulse shape tracking accuracy is improved, but computational complexity and memory requirements increase significantly
Solution Approach 1:
The output signal is divided into multiple subregions, with dedicated tuners processing each subregion independently. This segmentation reduces the computational burden on each tuner while maintaining overall pulse shape tracking accuracy across the complete signal waveform
2Manufacturing precision
If more tuners are used to process subregions, then control precision is improved, but device complexity increases
Solution Approach 1:
The system applies feedforward control selectively to specific subregions where it provides the most benefit, rather than uniformly across the entire signal. This partial application optimizes control precision in critical areas while limiting the number of tuners required
3Stability of the object's composition
If feedback control is used alone, then system stability is maintained, but response speed and accuracy to dynamic changes decrease
Solution Approach 1:
The feedforward control component predicts required adjustments based on the desired output waveform before errors occur, enabling proactive compensation for dynamic changes. This preliminary action works in conjunction with feedback control to maintain stability while significantly improving response speed to transient conditions
Data Source
AI summary
A controller for a generator includes a feedforward control module. The feedforward control module is configured to generate an adjustment profile to control a parameter of a generator in accordance with a desired output signal. The feedforward control module generates a plurality of adjustment values in accordance with sub-regions of the output signal. Each sub-region includes a portion of the desired output signal.


