caa a22 4500 606226400 CHVBK 20210128101152.0 cr unu---uuuuu 210128e20151101xx s 000 0 eng 10.1007/s10553-015-0623-8 doi (NATIONALLICENCE)springer-10.1007/s10553-015-0623-8 Use of Multidimensional Data Analysis Method for Developing High-Quality Road Asphalt Production Technology [Elektronische Daten] [P. Tyukilina, V. Mel'nikov, V. Tyshchenko, V. Ermakov, A. Pimenov] The possibility of analyzing multidimensional data for predicting properties of petroleum road asphalts is examined. Construction of a prognostic model helped determine the optimal feedstock composition and technological parameters of the oxidation process for getting improved asphalts. The positive and negative correlating variables, viz., feedstock properties, oxidation process parameters, and properties of oxidized asphalts, are determined from the data set. The analysis results were used to develop a technology for producing improved asphalts under conditions of asphalt production by OAO Syzranskii NPZ (OJSC Syzran Refinery). Springer Science+Business Media New York, 2015 petroleum asphalt nationallicence multidimensional data analysis nationallicence prognostic model nationallicence group hydrocarbon composition nationallicence Tyukilina P. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut Mel'nikov V. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut Tyshchenko V. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut Ermakov V. Samara State Technical University, Samara, Russia aut Pimenov A. Samara State Technical University, Samara, Russia aut Chemistry and Technology of Fuels and Oils Springer US; http://www.springer-ny.com 51/5(2015-11-01), 444-453 0009-3092 51:5<444 2015 51 10553 https://doi.org/10.1007/s10553-015-0623-8 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s10553-015-0623-8 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Tyukilina P. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut NATIONALLICENCE 700 1- Mel'nikov V. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut NATIONALLICENCE 700 1- Tyshchenko V. OJSC Middle-Volga Region Scientific Research Institute for Petroleum Processing, Samara, Russia aut NATIONALLICENCE 700 1- Ermakov V. Samara State Technical University, Samara, Russia aut NATIONALLICENCE 700 1- Pimenov A. Samara State Technical University, Samara, Russia aut NATIONALLICENCE 773 0- Chemistry and Technology of Fuels and Oils Springer US; http://www.springer-ny.com 51/5(2015-11-01), 444-453 0009-3092 51:5<444 2015 51 10553