In this paper, an analysis of the problems and tasks arising from the design of situational awareness tools has been carried out. As a result, it has been established that the approaches in this area do not satisfy the requirements for modern intelligent tools for operational decision support for the reasons for the lack of methods and tools reflecting the dynamics of information processes and a distributed information processing architecture with weakly structured properties. The methods of operating and extracting knowledge from semistructured dynamic information are proposed.

Keywords: Situational awareness, poorly structured data, temporal information, dynamic structures, intellectual analysis

The paper discusses the technological barriers arising from the transition to a digital economy, in particular in the housing sector. The technological barrier consists generally of three components. The first component is that the development of IT technologies requires the initial accumulation of a large amount of data. Metering devices for this task are not suitable due to their functional tasks. The second component is the lack of interest on the part of end users. The third component is information security. One approach to solving the problem is to apply and implement the BigData concept.

Keywords: Semenistaya E.S., Leonova A.V.

The problems of synthesis of a model of dynamic neuron with state memory (DNSM) are considered in the paper. The introduction of a special additional parameter into the model of a neuron, defined as a state parameter, is substantiated. It is indicated that the parameter of the state of the neuron has the ability to vary with time depending on the nature of the information processes that occur in neighboring neurons of the network. This parameter in a certain way accumulates information about the history of the behavior of the neuron in accordance with the entered formal descriptions. The concept of a "strained neuron" is introduced, taking into account the above. This concept characterizes the degree of influence of a given neuron on the neurons surrounding it. On the effects of time-varying parameters of the state of neurons, it is proposed to implement the process of self-evolution of the network directly during its operation. A variant of the analysis of the structure of the neural network, created on the basis of the proposed model DNSM. The topological representation of a neural network in the form of a graph model allows formalizing the interaction of neurons in a network with each other, both in time and in space. For this, the concept of k-space is introduced, which determines the degree of proximity of neurons to each other. The degree of proximity of neurons allows one to formalize, in the form of mathematical relationships, the procedure for the exchange of information between neighboring neurons in a network. Mathematical relationships that formalize these processes are given. A variant of the structure of the hardware design of DNSM, focused on implementation using FPGA technology, is proposed.

Keywords: dynamic neuron with state memory, connectionist model, self-evolutionary mechanism

A nonlinear boundary value problem on the propagation of surface waves in a layer of viscous incompressible fluid of infinite depth is considered. Equations of motion and boundary conditions are written. The solution of the problem is found by the small parameter method. An expression for the damping decrement of the wave oscillations is obtained. The program code in C++ for the numerical study of the propagation of nonlinear waves on the surface of a viscous liquid is developed.

Keywords: viscous liquid, slabowska fluid, nonlinear surface waves, the damping rate of waves, phase velocity, frequency wave

The paper considers the bioreactor for cultivation of Chlorella microalgae. The indicators of the process quality and the description of the bioreactor design are given. The computation of the transfer function of the system to maintain the temperature of water in the main tank by the method of Rotach is calculated

Keywords: automation, bioreactor, biotechnology, Chlorella, system of regulation, transfer function calculation, Rotach method

The outlines of the composition of intelligent models for the assessment of complex risks, consisting of a ways of extracting and formalizing knowledge based on an ontological model, intelligent models for evaluating the process, structural and system aspects of risks are determined. A method of forming a composition of models for the assessment of complex risks, based on the decomposition of the problem of risk assessment into separate requirements, is proposed. The boundaries of the participation of subject matter specialists and / or risk management specialists in setting up, training, adapting and assembling both individual intellectual models and their composition as a whole are determined.

Keywords: intelligent models, risk management, intelligent model composition, ontological model

The paper discusses the main trends in the development of information technologies in the housing and utilities sector. The main direction of development of energy and water accounting systems is energy efficiency, which is achieved either through the materials used or through constructive solutions. Automated systems for commercial accounting of energy resources (AMR) allow you to combine disparate data from metering devices and transfer them to information processing centers. The use of AMR allows you to keep records of consumed resources, monitor leaks and losses, accumulate data for further processing and forecasting, as well as generate data arrays for the application of BigData technology and neural networks. In Russia, the data collector is the GIS utilities system. In the future, ASCME will become part of the organizational and technical concept of Industry 4.0.

Keywords: measuring circuits, metering devices, Internet of Things, AMR, BigData, neural network

The system analysis of types of damage of logging machines and their damage during operation is carried out. It is found that a significant impact on the machines reliability has mechanical energy and thermal energy. Mechanical energy affects all components and parts in the form of static and dynamic loads, which leads to the wear of mates, the emergence and development of fatigue cracks, plastic deformation or quasi-brittle fracture. The main attention is paid to the consideration of the influence of low temperatures in the operation of forest machines in winter on the properties of metals and, consequently, on the level of their reliability. It is recommended to use more widely such characteristic of materials as fracture toughness to assess the reliability of the design.

Keywords: Logging machine, reliability, damage, operating conditions, low temperature, fracture toughness

The scientific interest, which is represented by research for concretes differing in strength characteristics, is substantiated. A series of large-scale experimental studies has been carried out to establish the nature of the change in the properties of heavy concrete manufactured by various methods, depending on the reinforcement by different types of dispersed fibers. At this stage of the study, in order to systematize the accumulated experimental data, the authors molded and examined products made of concrete of class B35, manufactured by vibration and centrifugation, with subsequent reduction to uniformity for the convenience of an analytical comparison of the results obtained. The compressive strength and tensile strength, as well as their increments, depending on the type of reinforcing fiber-polypropylene, basalt or steel fiber, were studied. The influence on the properties of the investigated concrete of class B35 on the combination of various prescription and technological factors has been established.

Keywords: centrifuged concrete, vibrated concrete, thin-walled reinforced concrete products, fiber reinforcement, polypropylene fiber, basalt fiber, steel fiber, compressive strength, tensile strength

The dependence of the values characterizing the propagation of nonlinear waves on the surface of a liquid conductor on the electric field strength and on the wavelength is described. Electrohydrodynamic waves are investigated, namely, the motion of drops, convective motion of liquid, deformation of drops and bubbles in the applied electric field, propagation of surface waves in a linear approximation are considered. A mathematical model of nonlinear wave propagation on the charged surface of a liquid conductor is constructed. The graphs of the dependence of the wave oscillation frequency on the electric field strength and phase velocity on the wavelength are plotted.

Keywords: nonlinear surface waves, liquid conductor, dielectric constant, phase velocity, magnetic field strength, surface charge

The differential thermal analysis (DTA) necessary for the study of structural changes in dispersed silica – flask occurring at elevated temperatures is carried out. A comparative analysis of the results of electromicroscopic studies, showing the dependence of the structure of the surface of the flask on the temperature treatment. It is considered that the defining characteristic of the natural sorbent-flask in the process of wastewater treatment is its specific surface area and porous structure. The influence of calcination temperatures on the adsorption properties of the natural mineral – flask is considered.

Keywords: adsorbent, dispersed silica, differential thermal analysis, flask, adsorption properties, waste water, calcination, purification, temperature, adsorption

The article presents the concept of creating automation systems for three types of low-power power plants with a fluidized bed. A review of coal combustion technologies in the high-temperature and low-temperature fluidized bed was made. The characteristic of functional and technological features of the working processes of low-power boilers with furnaces of high-temperature fluidized bed is given, with the formulation of the main conceptual provisions defining the basic principles of building automation systems

Keywords: high-temperature fluidized bed, low-temperature fluidized bed, active boiler utilizer, conceptual position, automation

This article presents the results of an experimental study and evaluation of the application of a method for optimizing fuel use by the ratio of the power of a boiler unit in a block-modular boiler house and setting the power of a burner on the combustion steps. As a result of the study, the criteria for the application of this method to the existing block-modular boiler house, the factors having the greatest influence on the efficiency of the boiler units are determined.

Keywords: heat transfer intensification, optimization of fuel use, cogeneration mode, energy production, combustion mode, boiler, condensation, gas flow turbulization, waste heat boiler

An overview of the current state of the design of building objects is presented, and the possibilities for improving its quality are described based on the AutoCAD computer-aided design system, the development of which begins at the university level. Describes the sequence of building a plan for a one-story building using AutoCAD.

Keywords: Construction, design, project documentation, drawings, AutoCAD, engineering and computer graphics

The article considers a number of proposals aimed at improving the efficiency of the design, training and operation of neural network models within the framework of control systems for complex objects. This includes: organization of processing of networks of large dimenstionality; development of neuroevolutionary procedures; providing opportunities for the formation of neural network models in a single cycle of designing automated systems. The hierarchical construction of network structures is considered as an apparatus that provids work with network models of high dimensionality. At the same time, unlike the traditional approach associated with cutting the graph of an already synthesized model, the article proposes procedures for synthesizing a generalized model from structural elements. The formal descriptions of structural synthesis introduced in the article can serve as a basis for organizing software and hardware interfaces of the forming models. The formation of such neural network structures within control systems is associated with the proposed and described concept of neural network regulators as the basic elements of building intelligent automated systems. The article also examines and describes as a neuroelement a model of a dynamic neuron with a state memory, allowing to implement the mechanism of self-evolutionary development of the network directly in the course of its operation.

Keywords: control / management system, dynamic neuron, neural network model, hierarchical structure, self-evolution mechanism