Abstract: An all-in-one digital cantilever controller applicable to all SFM systems is disclosed that can perform many relevant experiments for cantilever control in scanned force microscopy. A compact optimized digital implementation replaces analog components associated with cantilever signal processing and control. It has minimal thermal drift, at least an order of magnitude less than analog components. It has a number of meaningful tuning parameters available, as well as a user-friendly graphical interface (GUI) for adjusting those tuning parameters and performing different types of experiments.

Abstract: The invention provides a model-based control approach to chemical-mechanical planarization (CMP) control. The preferred embodiment comprises mathematical models of the CMP process. These models play a critical role in obtaining superior control performance. Model-based Control Design involves the construction of a dynamic mathematical model of the system to be controlled, e.g. a removal rate model of a CMP system. The model can then be evaluated via computer simulations, and validated using data from the system. The invention provides a method and apparatus that processes in-situ data from a suite of real-time sensors and produces real-time commands to multiple actuators, such as applied pressures, slurry-flow rate, and wafer/pad velocity. A key aspect of the invention is an integrated model-based pressure-temperature-velocity-slurry flow control system that includes many innovations in real-time mode identification, real-time gain estimation, and real-time control.

Abstract: An All-in-one Digital Cantilever Controller applicable to all SFM systems is disclosed that can perform many relevant experiments for cantilever control in Scanned Force Microscopy. It is comparable in speed to analog components, especially when performing experiments that must resolve the smallest possible frequency shift. It is compact in the sense that one optimized digital implementation replaces analog components associated with cantilever signal processing and control. It has minimal thermal drift, at least an order of magnitude less than analog components. It has a number of meaningful tuning parameters available, as well as a user-friendly graphical interface (GUI) for adjusting those tuning parameters and performing different types of experiments. The disclosed invention also provides an optimal strategy for maximizing algorithm execution speed, while maintaining desired algorithm accuracy.

Abstract: The invention provides a model-based control approach to chemical-mechanical planarization (CMP) control. The preferred embodiment comprises mathematical models of the CMP process. These models play a critical role in obtaining superior control performance. Model-based Control Design involves the construction of a dynamic mathematical model of the system to be controlled, e.g. a removal rate model of a CMP system. The model can then be evaluated via computer simulations, and validated using data from the system. The invention provides a method and apparatus that processes in-situ data from a suite of real-time sensors and produces real-time commands to multiple actuators, such as applied pressures, slurry-flow rate, and wafer/pad velocity. A key aspect of the invention is an integrated model-based pressure-temperature-velocity-slurry flow control system that includes many innovations in real-time mode identification, real-time gain estimation, and real-time control.

Abstract: The invention provides a model-based control approach to chemical-mechanical planarization (CMP) control. The preferred embodiment comprises mathematical models of the CMP process. These models play a critical role in obtaining superior control performance. Model-based Control Design involves the construction of a dynamic mathematical model of the system to be controlled, e.g. a removal rate model of a CMP system. The model can then be evaluated via computer simulations, and validated using data from the system. The invention provides a method and apparatus that processes in-situ data from a suite of real-time sensors and produces real-time commands to multiple actuators, such as applied pressures, slurry-flow rate, and wafer/pad velocity. A key aspect of the invention is an integrated model-based pressure-temperature-velocity-slurry flow control system that includes many innovations in real-time mode identification, real-time gain estimation, and real-time control.

Abstract: A plurality of portions of a substrate are monitored during polishing at a first polishing station with an in-situ monitoring system. A plurality of thicknesses are determined based on measurements by the in-situ monitoring system, and the plurality of pressures to apply to the plurality of regions of the substrate are calculated in a closed-loop control system. However, if a representative thickness of the layer is less than a threshold thickness, calculation of the plurality of pressures by the closed-loop control system is halted and a plurality of predetermined pressures are applied to the plurality of regions of the substrate.