Journal of Siberian Federal University. Engineering & Technologies: The Numerical Probabilistic Approach to the Processing and Presentation of Remote Monitoring Data

Journal of Siberian Federal University. Engineering & Technologies / The Numerical Probabilistic Approach to the Processing and Presentation of Remote Monitoring Data

Issue: Journal of Siberian Federal University. Engineering & Technologies. 2016 9 (7)
Authors: Dobronets, Boris S.; Popova, Olga A.
Contact information: Dobronets, Boris S.: Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia; Popova, Olga A.: Siberian Federal University 79 Svobodny, Krasnoyarsk, 660041, Russia; E-mail: BDobronets@yandex.ru
Keywords: numerical probabilistic analysis; remote monitoring; data processing; histogram aggregation; frequency polygon; spline; regression
Abstract: The paper deals with a numerical probabilistic analysis as a method of processing and presentation of remote monitoring for the aggregation large amounts of data. For the aggregation we used histograms, polygons and splines. On the basis of aggregated data to identify relationships between the input and output characteristics are studied the theoretical and the practical aspects of regression modeling. On the basis of numerical examples we demonstrated the efficiency and reliability of the proposed methods
Pages: 960-971
Paper at repository of SibFU: https://elib.sfu-kras.ru/handle/2311/28074