Degree Granting Department
Wilfrido Moreno, Ph.D.
Modeling, Signal processing, Compensation, Optical effects, Simulation
This dissertation describes an approach and a model for the analysis of critical parameters related to the optical and electronic components of spectroscopy systems. The model described herein enables a systematic study of the impact of these parameters on the total performance of the system; therefore, it is a tool for the design and optimization of spectrometers.Although the physics of the optical and electronic components in spectroscopy systems are known and well established, the systemic approach to the understanding of their interactions is recent and it is an area of active research. The results from this study are at several levels: from an engineering perspective, the method developed based on an integrated spectroscopy model enables not only the study of the interactions between the components of the spectrometer, but also the design and optimization of spectrometers for specific applications. From the signal analysis point of view, the understanding of the inter
actions between components enables a better identification and filtering of the noise. From the applications point of view, the resulting integrated model enables the translation of data between different spectrometer systems through appropriate compensation algorithms.The approach followed in this dissertation is based on the integration of the models of each one of the components of a spectro-photometer: slit, grating, collimating elements, photo-detectors and analog-to-digital converters. An important contribution of this research has been the simplification of the diffraction grating model. The simplification of the diffraction grating model enables the implementation of a general spectrometer model with two important characteristics: first, it facilitates the analysis of the effect of the parameters of the spectrometer on the spectra readings; second, it allows a computational efficient simulation of the complete model of the spectrometer.The simplified spectrometer model present
ed in this dissertation predicts the instrumental effects detected in observed spectra. The results obtained with the model are validated against measured spectra of polystyrene particles suspended in de-ionized water. It is demonstrated that the integrated spectrometer model is capable of representing all the instrumental effects identified.
Scholar Commons Citation
Zurek, Eduardo, "System optimization for micron and sub-micron particle identification using spectroscopy-based techniques" (2006). Graduate Theses and Dissertations.