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An effective method for optimization of the flow chart of thermal power plant

Kler A.M., Potanina Yu.M., Marinchenko A.Yu. An effective method for optimization of the flow chart of thermal power plant // Journal of Physics: Conference Series. Vol.1111. No.1. ID: 012005. 2018. DOI: 10.1088/1742-6596/1111/1/012005 In this work, a methodical approach to the optimization of schemes and parameters of power plants based on the development of the optimization method of the most complex scheme using discretely varying parameters is proposed. To solve the problem, the branch and bound...

Теги: combined cycle power plants , decision making , decision theory , flowcharting , graphic methods , problem solving , thermoelectric power plants , electricity prices , integrated coal gasification combined cy
Раздел: ИСЭМ СО РАН
Machine learning algorithms application to road defects classification

Nguyen T.H., Nguyen T.L., Sidorov D.N., Dreglea A.I. Machine learning algorithms application to road defects classification // Intelligent Decision Technologies. Vol.12. №1. 2018. P.59-66. DOI: 10.3233/IDT-170323 The novel approach for automatic detection and classification of road defects is proposed based on shape and texture features analysis. The system includes three main steps: defects position detection, feature contour extraction followed by classification of defects. The proposed approach...

Теги: a random forest algorithm , boosting algorithm , graph-cuts method , markov random fields , pavement condition , road defects , adaptive boosting , artificial intelligence , decision trees , defects , feature extraction , graphic methods , image segmentation , learnin
Раздел: ИСЭМ СО РАН


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