Experiment Design in Guaranteed Identification

M. I. Gusev

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Experiment Design in Guaranteed Identification

机译：保证识别的实验设计

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Consideration was given to the optimal choice of inputs at identification of the control system parameters from the results of measurements under the assumption that the a priori information about the uncertain parameters and measurement errors is confined to the admissible limits of their variations. The problem of identification is considered within the framework of the minimax (guaranteed) approach; optimization of input is oriented to improving the accuracy of estimation of the uncertain system parameters. The integral of the system information (function) is used as a criterion characterizing the quality of estimation.

机译：在假定关于不确定参数和测量误差的先验信息被限制在其变化的容许范围内的假设下，考虑了从测量结果中识别控制系统参数时最佳选择输入。识别问题是在minimax（保证的）方法框架内考虑的;输入的优化旨在提高不确定系统参数估计的准确性。系统信息（功能）的积分用作表征估计质量的标准。

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《Automation and Remote Control》 |2007年第11期|共14页
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M. I. Gusev;
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1. Experiment Design in Guaranteed Identification [J] . M. I. Gusev Automation and Remote Control . 2007,第11期

机译：保证识别的实验设计
2. Identification of the Characteristic Matrices of Vibration Model by Experiment (1st Report, An Identification Method Using the Components of Characteristic Matrices as the Design Variables) [J] . Shemin ZHANG, Nobuyoshi MORITA, Takao TORII 日本機械学会論文集. C編 . 1999,第632期

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3. Implementation of quality by design principles in the development of microsponges as drug delivery carriers: Identification and optimization of critical factors using multivariate statistical analyses and design of experiments studies [J] . Crcarevska Maja Simonoska, Dimitrovska Aneta, Sibinovska Nadica, International Journal of Pharmaceutics . 2015,第1a2期

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4. CHEAPEST IDENTIFICATION EXPERIMENT WITH GUARANTEED ACCURACY IN THE PRESENCE OF UNDERMODELING [C] . Xavier Bombois, Marion Gilson IFAC Symposium on System Identification . 2009

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5. Optimal experiment design and system identification: Human testing applications. [D] . Priess, Martin Cody. 2015

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6. Quality by Design I: Application of Failure Mode Effect Analysis (FMEA) and Plackett–Burman Design of Experiments in the Identification of Main Factors in the Formulation and Process Design Space for Roller-Compacted Ciprofloxacin Hydrochloride Immediate-Release Tablets [O] . Raafat Fahmy, Ravikanth Kona, Ramesh Dandu, 2012

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7. Cheapest identification experiment with guaranteed accuracy in the presence of undermodeling [O] . Xavier Bombois 2004

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Experiment Design in Guaranteed Identification

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