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Buildings, including public sector buildings, are the largest consumers of energy re-sources. The aim of the work was to assess the energy saving potential of state consum-ers of the municipal territory in order to determine the efficiency of energy consumption in individual buildings and to determine the directions of the most profitable investment to improve energy efficiency. An analysis of the specific consumption of 23 buildings managed by the municipality of Yakovlevsky district of the Belgorod region (Russi...

Study presents the current state and assessment of prospective ways of college campuses development in the Russian Federation based on environmental reconstruction. There is identified the main complex of problematic aspects of sustainable architectural development of campus territories. The paper proposes a concept of integrated modernization of buildings and territories of Russian universities. The presented priority directions for the college campuses reconstruction is based on the green building system. The re...

Ensuring the transition to advanced digital, intelligent manufacturing technologies, robotic systems, new materials and design methods, the creation of large data processing systems, machine learning and artificial intelligence are directly related to the widespread implementation and use of cyber-physical systems. One of the key technological trends that underlie cyber-physical systems is big data processing, process analytics, the introduction of the Internet of things, and improving information security. Most o...

The article provides a comparative analysis of routing protocols in the context of use in wireless sensor networks with a MANET structure using for communication interaction of distributed facilities and engineering systems of buildings (such as automated dispatch control systems of distributed energy consumption objects, heating systems, cooling systems, building sensors and energy resources meters, etc.). As the most promising for further development, the protocols AODV, DSR, DSDV, OLSR with a description of the...

The paper analyzes the existing data mining methods to predict heat consumption in buildings of public sector facilities. The highest accuracy in solving the regression problem was obtained using the ensembles of artificial neural network models of the MLP architecture, gradient boosting models on decision-making trees and linear regression models. The ensembles of the studied methods were used in the development of the analytical subsystem in the energy resource management system of the Belgorod Region. Approbati...

The article is devoted to the implementation of predictive data analysis in energy resource management systems. An analytical review of modern methods used to verify information about the energy and resource consumption of distributed objects and the construction of mathematical models for its forecasting has been performed. It is reflected the positive and negative aspects of the use of predictive analytics as a source of data for planning the activities of organizations. The need for implementation is justified ...

The transition to advanced digital, intelligent production technologies, the creation of systems for processing big amounts of data, machine learning and artificial intelligence is caused, among other things, by the need to move to a new level of digital energetics, which ensures the interrelationship between the generation, distribution and consumption of energy resources and their effective management. The efficiency of the use of energy resources is one of the urgent problems in the energy sector. One of the pr...

The paper mentions performance evaluation of thermal solar power plants in conditions of Belgorod region of Russian Federation. The main task is thermal energy production determination of vacuum solar collector in environmental conditions of Belgorod region of Russia. For quantity of heat calculation of thermal solar power plant it is taking into account solar radiation (insolation) changing in different seasons, collector angulation and sun ray angle change in different time, amount of clouds, coefficient of effi...

The article presents the analysis results of the physical environment of the data transmission between the technological equipment of automated dispatch control systems via interface RS-485. One of the ways of energy supply and life support systems improving in the part of energy efficiency increasing is distributed facilities automated dispatch control systems (ADCS) application. Because of control centralization of distributed heterogeneous engineering systems of buildings with multivendor devices and different ...

The paper considers the problems that arise in the process of seeding in the production of sapphire single crystals by the method of Kyropoulos. This stage is the most important in the entire technological process, but at the same time the least automated. An approach is proposed for visualization of this stage, using technical vision. It is based on the processing of images received from the ip-camera. To observe the dynamics of growth and the crystallization front at the stage of seeding, we reviewed different a...

The basic tasks of building and production sphere, housing and communal services are connected with life protection and comfortable conditions creations for people. In this way the automated control systems of distributed energy supply and life support facilities play an important part. The main scientific direction in this area is increasing their energy efficiency. Paper represents results of implementation of automated dispatch control systems of distributed energy supply and life support facilities that includ...