The proceedings contain 29 papers. The topics discussed include: semi-industrial laboratory setup for measuring and control of humidity of moving cotton band dried by induction-heated rotating steel cylinder;the use o...
ISBN:
(纸本)9781538682555
The proceedings contain 29 papers. The topics discussed include: semi-industrial laboratory setup for measuring and control of humidity of moving cotton band dried by induction-heated rotating steel cylinder;the use of IoT technologies for the monitoring of electrotechnological systems;identification of parameters of inertial models using the Levenberg-Marquardt method;human emotions recognition with the use of speech signal of polish language;modeling of the power losses and the efficiency of a 21 MVA superconducting transformer;design for self-adaptivity of real-time embedded systems using developmental genetic programming;and short circuits in the power system and the location of the faults on the example of the seismic – acoustic method.
The paper deals with a power measurement methods and higher harmonics in circuit with LED light sources. The laws on the electric power quality in Poland has been presented. Current and voltage waveforms are analysed....
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The paper analyses the cooperation of the GlidArc plasma reactor powered directly from the AC/DC/AC power converter in a special version, and the cooperation of the converter with intermediary transformers between the...
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The comparative analysis of different types of structures of algorithms for a robot-manipulator control has been performed for the open-loop and closed-loop semi-automatic control by the gripper velocity and position ...
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ISBN:
(纸本)9783319995823;9783319995816
The comparative analysis of different types of structures of algorithms for a robot-manipulator control has been performed for the open-loop and closed-loop semi-automatic control by the gripper velocity and position vectors. computer models have been developed for a position-velocity control system with reconfigurable structure of algorithms for a robot performing standard operations set by a human operator with a 3-degree-of-freedom handle. In the developed models an operator is represented by a vector dynamic element with dead time. Animated simulation of dynamic processes in systems with different structures of control algorithms has been performed and their precision characteristics have been evaluated. Some practical recommendations are given on the application of the achieved results for the development of training simulators for operators of robot control systems.
Multilevel system architecture of energy efficiency management in the region is developed in this work. The architecture model consists of three levels, namely, level of data collection and management of executive mec...
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Recent technologies in the deep learning area enable many industries and practitioners fastening the development processes of their products. However, deep learning still encounters some potential issues like overfitt...
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ISBN:
(纸本)9781538662861
Recent technologies in the deep learning area enable many industries and practitioners fastening the development processes of their products. However, deep learning still encounters some potential issues like overfitting and huge size. The huge size greatly constrains performance and portability of the deep learning model in embedded devices with limited environments. Due to the paradigm of it mixed with the meaning of "deep" layers, many researchers tend to derive the pre-trained model into building deeper layers to solve their problems without knowing whether they are actually needed or not. To address these issues, we exploit the activation and gradient output and weight in each layer of the pre-trained models to measure its efficiencies. By exploiting them, we estimate the efficiencies using our measurements and compare it with the manual layer reduction to validate the most relevant method. We also use the method for continuous layer reductions for validation. With this approach, we save up to 12x and 26x of the time of one manual layer reduction and re-training on VGG-16 and custom AlexNet respectively.
The transition to a smart industry involves improving the control systems of intelligent devices and processes. Intelligent control systems like the human brain use knowledge to achieve the goals of their functioning....
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Fast-converging routing protocols are necessary in order to keep up with the interconnected world we are living in and one of the quickest ones is EIGRP. In this paper, we are going to design two models for network de...
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Business process intelligence enables us to discover a variety of deep insights about business process execution, and it provides a set of useful methods for related decision-making activities. The hierarchical inform...
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In this paper, a method for multivariable discrete linear time-variant system identification is presented. This work is focused on slowly multivariable time-variant systems, so that it is possible to define time inter...
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