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Developing a Procedure for Segmenting Meshed Heat Networks of Heat Supply Systems without Outflows

Tokarev V.V. Developing a Procedure for Segmenting Meshed Heat Networks of Heat Supply Systems without Outflows // Thermal Engineering . Vol.65. No.6. 2018. P.400-409. DOI: 10.1134/S0040601518060101 The heat supply systems of cities have, as a rule, a ring structure with the possibility of redistributing the flows. Despite the fact that a ring structure is more reliable than a radial one, the operators of heat networks prefer to use them in normal modes according to the scheme without overflows...

Теги: flow distribution , heat network , heat supply , hydraulic power , segmentation , thermal–hydraulic operating mode , image segmentation , iterative methods , hydraulic operating modes , iterative calculation , multi-level structures , optimization criteria , segmenta
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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