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Tytuł:
Application of the KUKA KUBE test-bed for the hardware-in-the-loop validation of the space manipulator control system
Autorzy:
Wojtunik, Mateusz
Łuczak, Piotr
Rybus, Tomasz
Granosik, Grzegorz
Powiązania:
https://bibliotekanauki.pl/articles/27314468.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Centrum Badań Kosmicznych PAN
Tematy:
space manipulator
hardware-in-the-loop
experimental validation
control systems
orbital robotics
KUKA industrial robot
Opis:
The on-ground validation of control systems designed for manipulators working in orbit is very difficult due to the necessity of simulating the microgravity environment on Earth. In this paper, we present the possibilities of utilising the KUKA KUBE test-bed with industrial robots to experimentally verify space systems using hardware-in-the-loop tests. The fixed-base KUKA industrial robot is operated in gravitational environment, while the space system model plant is solved in real time parallel to on-ground experiment. The test-bed measurements are the input of the model plant, and the output of the model is treated as an input for the industrial robot actuation. In the performed experiment, the control system based on the Dynamic Jacobian is validated. The desired point that is reached by the manipulator’s endeffector is constant in the simulated environment and moving with respect to the test-bed frame. The position of the space manipulator’s end-effector is calculated by evaluating dynamics of the satellite in real-time model. The results show that the control system applied to the KUKA robot works correctly. The measurements from the torque sensors mounted in KUKA robot’s joints are in accordance with the simulation results. This fact enhances the possibilities of gravity compensation, thus simulating microgravity environment on the test-bed.
Źródło:
Artificial Satellites. Journal of Planetary Geodesy; 2023, 58, Special Issue 1; 231--248
2083-6104
Pojawia się w:
Artificial Satellites. Journal of Planetary Geodesy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Homography augmented particle filter SLAM
Autorzy:
Słowak, Paweł Leszek
Kaniewski, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/27311746.pdf
Data publikacji:
2023
Wydawca:
Polska Akademia Nauk. Czasopisma i Monografie PAN
Tematy:
Simultaneous Localization and Mapping
SLAM
homography matrix
particle filter
robot navigation
visual-inertial systems
Opis:
The article presents a comprehensive study of a visual-inertial simultaneous localization and mapping (SLAM) algorithm designed for aerial vehicles. The goal of the research is to propose an improvement to the particle filter SLAM system that allows for more accurate and robust navigation of unknown environments. The authors introduce a modification that utilizes a homography matrix decomposition calculated from the camera frame-to-frame relationships. This procedure aims to refine the particle filter proposal distribution of the estimated robot state. In addition, the authors implement a mechanism of calculating a homography matrix from robot displacement, which is utilized to eliminate outliers in the frame-to-frame feature detection procedure. The algorithm is evaluated using simulation and real-world datasets, and the results show that the proposed improvements make the algorithm more accurate and robust. Specifically, the use of homography matrix decomposition allows the algorithm to be more efficient, with a smaller number of particles, without sacrificing accuracy. Furthermore, the incorporation of robot displacement information helps improve the accuracy of the feature detection procedure, leading to more reliable and consistent results. The article concludes with a discussion of the implemented and tested SLAM solution, highlighting its strengths and limitations. Overall, the proposed algorithm is a promising approach for achieving accurate and robust autonomous navigation of unknown environments.
Źródło:
Metrology and Measurement Systems; 2023, 30, 3; 423--439
0860-8229
Pojawia się w:
Metrology and Measurement Systems
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Neural control of a robotic manipulator in contact with a flexible and uncertain environment
Autorzy:
Gierlak, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/2233648.pdf
Data publikacji:
2023
Wydawca:
Politechnika Białostocka. Oficyna Wydawnicza Politechniki Białostockiej
Tematy:
robotics
robot control
nonlinear control systems
Opis:
This article presents the synthesis of a neural motion control system of a robot caused by disturbances of constraints limiting the movement, which are the result of flexibility and disturbances of the contact surface. A synthesis of the control law is presented, in which the knowledge of the robot's dynamics and the parameters of a susceptible environment is not required. Moreover, the stability of the system is guaranteed in the case of an inaccurately known surface of the environment. This was achieved by introducing an additional module to the control law in directions normal to the surface of the environment. This additional term can be interpreted as the virtual viscotic resistance and spring force acting on the robot. This approach ensured the self-regulation of the robot’s interaction force with the compliant environment, limiting the impact of the geometrical inaccuracy of the environment.
Źródło:
Acta Mechanica et Automatica; 2023, 17, 3; 435--444
1898-4088
2300-5319
Pojawia się w:
Acta Mechanica et Automatica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Backward motion planning and control of multiple mobile robots moving in tightly coupled formations
Autorzy:
Ramanathan, Kuppan Chetty
Mohan, Manju
Dhanraj, Joshuva Arockia
Powiązania:
https://bibliotekanauki.pl/articles/1956065.pdf
Data publikacji:
2021
Wydawca:
Polskie Towarzystwo Promocji Wiedzy
Tematy:
multi-robot systems
formation control
behavior-based control
switching strategy
Stateflow
systemy wielorobotowe
kontrola formacji
kontrola behawioralna
strategia przełączania
Opis:
This work addresses the development of a distributed switching control strategy to drive the group of mobile robots in both backward and forward motion in a tightly coupled geometric pattern, as a solution for the deadlock situation that arises while navigating the unknown environment. A generalized closed-loop tracking controller considering the leader referenced model is used for the robots to remain in the formation while navigating the environment. A tracking controller using the simple geometric approach and the Instantaneous Centre of Radius (ICR), to drive the robot in the backward motion during deadlock situation is developed and presented. State-Based Modelling is used to model the behaviors/motion states of the proposed approach in MATLAB/STATEFLOW environment. Simulation studies are carried out to test the performance and error dynamics of the proposed approach combining the formation, navigation, and backward motion of the robots in all geometric patterns of formation, and the results are discussed.
Źródło:
Applied Computer Science; 2021, 17, 3; 60-72
1895-3735
Pojawia się w:
Applied Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Human integration in an ontology-based IoT system
Autorzy:
Skarżyński, Kamil
Bartyna, Waldemar
Stępniak, Marcin
Powiązania:
https://bibliotekanauki.pl/articles/2052440.pdf
Data publikacji:
2021
Wydawca:
Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach
Tematy:
IoT
ontology
multi-robot systems
smart environment
Opis:
The IoT systems are growing field of automation. In contrast to industrial applications, where the system is custom made for each customer or use case, the home IoT systems can be composed and used in many, sometimes dangerous and unpredictable, ways. This paper presents a system that is based on a common ontology as a unified and universal method of representing the environment including humans. Such approach allows for easy integration of heterogenous devices and declarative definition of services, tasks, and rules ensuring human safety and/or comfort.
Źródło:
Studia Informatica : systems and information technology; 2020, 1-2(24); 53-69
1731-2264
Pojawia się w:
Studia Informatica : systems and information technology
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Constrained Output Iterative Learning Control
Autorzy:
Yovchev, Kaloyan
Delchev, Kamen
Krastev, Evgeniy
Powiązania:
https://bibliotekanauki.pl/articles/229181.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
constrained output systems
convergence analysis
iterative learning control
robot manipulators
Opis:
Iterative Learning Control (ILC) is a well-known method for control of systems performing repetitive jobs with high precision. This paper presents Constrained Output ILC (COILC) for non-linear state space constrained systems. In the existing literature there is no general solution for applying ILC to such systems. This novel method is based on the Bounded Error Algorithm (BEA) and resolves the transient growth error problem, which is a major obstacle in applying ILC to non-linear systems. Another advantage of COILC is that this method can be applied to constrained output systems. Unlike other ILC methods the COILC method employs an algorithm that stops the iteration before the occurrence of a violation in any of the state space constraints. This way COILC resolves both the hard constraints in the non-linear state space and the transient growth problem. The convergence of the proposed numerical procedure is proved in this paper. The performance of the method is evaluated through a computer simulation and the obtained results are compared to the BEA method for controlling non-linear systems. The numerical experiments demonstrate that COILC is more computationally effective and provides better overall performance. The robustness and convergence of the method make it suitable for solving constrained state space problems of non-linear systems in robotics.
Źródło:
Archives of Control Sciences; 2020, 30, 1; 157-176
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Towards a distributed solution to multi-robot task allocation problem with energetic and spatiotemporal constraints
Autorzy:
Zitouni, Farouq
Harous, Saad
Maamri, Ramdane
Powiązania:
https://bibliotekanauki.pl/articles/305365.pdf
Data publikacji:
2020
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
multi-robot systems
multi-robot task allocation
energetic constraints
spatial constraints
temporal constraints
objective function
parallel distributed guided genetic algorithms
Opis:
This paper tackles the Multi-Robot Task Allocation problem. It consists of two distinct sets: a set of tasks (requiring resources), and a set of robots (offering resources). Then, the tasks are allocated to robots while optimizing a certain objective function subject to some constraints; e.g., allocating the maximum number of tasks, minimizing the distances traveled by the robots, etc. Previous works mainly optimized the temporal and spatial constraints, but no work focused on energetic constraints. Our main contribution is the introduction of energetic constraints on multi-robot task allocation problems. In addition, we propose an allocation method based on parallel distributed guided genetic algorithms and compare it to two state-of-the-art algorithms. The performed simulations and obtained results show the effectiveness and scalability of our solution, even in the case of a large number of robots and tasks. We believe that our contribution is applicable in many contemporary areas of research such as smart cities and related topics.
Źródło:
Computer Science; 2020, 21 (1); 3-24
1508-2806
2300-7036
Pojawia się w:
Computer Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Avoiding the Obstacles in the Robot Working Zone by using the Lee Algorithm
Autorzy:
Daneshjo, Naqib
Kralík, Marián
Petrovčiková, Katka
Dudáš Pajerská, Erika
Paštéka, Michael
Powiązania:
https://bibliotekanauki.pl/articles/103025.pdf
Data publikacji:
2019
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
robot working zone
Lee algorithm
local coordinate systems
general coordinates system
strefa pracy robota
algorytm Lee
lokalne układy współrzędnych
ogólny układ współrzędnych
Opis:
Non-collision trajectories of an industrial robot are the key objective when planning its handling cycles. When the robot should move optimally, precisely and safely in each situation, it is necessary that every obstacle placed in its transition trajectory should be programmed and avoided. The optimal trajectory corresponds to choosing, if possible, the shortest and most appropriate way for the specific movement to be finished. The task of avoiding obstacles by the industrial robot in its working zone can be solved by various methods and algorithms. The paper shows the use of the kinematics SCARA as a way of avoiding obstacles by a robot in the working zone using the Lee algorithm. The configuration fields and networks are being modelled for the avoidance of obstacles together with their evaluation and the search for the shortest trajectory reflected in the robot programming.
Źródło:
Advances in Science and Technology. Research Journal; 2019, 13, 2; 72-83
2299-8624
Pojawia się w:
Advances in Science and Technology. Research Journal
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Position/force control of manipulator in contact with flexible environment
Autorzy:
Gierlak, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/386967.pdf
Data publikacji:
2019
Wydawca:
Politechnika Białostocka. Oficyna Wydawnicza Politechniki Białostockiej
Tematy:
robotics
robot control
nonlinear control systems
Opis:
The paper presents the issue position/force control of a manipulator in contact with the flexible environment. It consists of the realisation of manipulator end-effector motion on the environment surface with the simultaneous appliance of desired pressure on the surface. The paper considers the case of a flexible environment when its deformation occurs under the pressure, which has a significant influence on the control purpose realisation. The article presents the model of the controlled system and the problem of tracking control with the use of neural networks. The control algorithm includes contact surface flexibility in order to improve control quality. The article presents the results of numerical simulations, which indicate the correctness of the applied control law.
Źródło:
Acta Mechanica et Automatica; 2019, 13, 1; 16-22
1898-4088
2300-5319
Pojawia się w:
Acta Mechanica et Automatica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Robotyzacja procesów produkcyjnych z wykorzystaniem graficznych czujników wizyjnych w zadaniach edukacyjnych
Robotization of Production Processes Using Graphic Vision Sensors in Educational Exercise
Autorzy:
ŁABA, GRZEGORZ
TWARÓG, BOGUSŁAW
Powiązania:
https://bibliotekanauki.pl/articles/456444.pdf
Data publikacji:
2019
Wydawca:
Uniwersytet Rzeszowski
Tematy:
systemy sterowania
robotyzacja
czujniki wizyjne
programowanie robotów nowoczesna edukacja
control systems
robotization
vision sensors
robot programming
modern education
Opis:
W artykule przedstawiona została praktyczna realizacja i analiza funkcjonowania zrobotyzowanego zestawu paletyzującego opartego na bazie czujnika wizyjnego SensoPartVisor V10-OB- -A1-W6, wspomagającego pracę ramienia robota przemysłowego Kawasaki RS03N. Zaprojektowano i zaimplementowano dedykowane oprogramowanie sterujące robotem przemysłowym z uwzględnieniem konfiguracji i graficznej optymalizacji parametrów wizyjnych sensora obrazowego. Zestrojony układ sterowania pozwala na automatyczne znajdowanie określonych obiektów 3D i kompletowanie ich według określonego algorytmu magazynowania. Ćwiczący studenci w laboratorium mogą zapoznać się z najnowszymi metodami projektowania systemów sterowania robotami przemysłowymi dla celów automatyzacji procesów produkcyjnych.
The article presents the practical implementation and analysis of the functioning of a robotic palletizing set based on the SensoPart Visor V10-OB-A1-W6 vision sensor supporting the work of the Kawasaki RS03N industrial robot arm. Dedicated software for controlling an industrial robot has been designed and implemented taking into account the configuration and graphical optimization of vision parameters of the image sensor. The tuned control system allows you to automatically find specific 3D objects and complete them according to a specific storage algorithm. The practicing students in the laboratory can learn about the latest methods of designing industrial robots control systems for the purpose of automation of production processes. Keywords
Źródło:
Edukacja-Technika-Informatyka; 2019, 10, 2; 183-189
2080-9069
Pojawia się w:
Edukacja-Technika-Informatyka
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Engineering example of the constraint forces in non-holonomic mechanical: forklift-truck robot motion. Part I
Autorzy:
Haddout, S.
Guennoun, M. A.
Chen, Z.
Powiązania:
https://bibliotekanauki.pl/articles/230034.pdf
Data publikacji:
2018
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
forklift-truck robot
Lagrangian systems
nonholonomic constraints
reduced equations of motion
numerical solution
Opis:
In the presented paper, a problem of nonholonomic constrained mechanical systems is treated. New methods in nonholonomic mechanics are applied to a problem of a Forklift-truck robot motion. This method of the geometrical theory of general nonholonomic constrained systems on fibered manifolds and their jet prolongations, based on so-called Chetaev-type constraint forces. The relevance of this theory for general types of nonholonomic constraints, not only linear or affine ones, was then verified on appropriate models. On the other hand, the equations of motion of a Forklift-truck robot are highly nonlinear and rolling without slipping condition can only be expressed by nonholonomic constraint equations. In this paper, the geometrical theory is applied to the above mentioned mechanical problem. The results of numerical solutions of constrained equations of motion, derived within the theory, are presented.
Źródło:
Archives of Control Sciences; 2018, 28, 3; 483-506
1230-2384
Pojawia się w:
Archives of Control Sciences
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Sterowanie robotem chirurgicznym z siłowym sprzężeniem zwrotnym - wstępne testy funkcjonalne robota Robin Heart
The surgical robot control with force feedback - preliminary functional tests of Robin Heart robot
Autorzy:
Krawczyk, D.
Mucha, Ł.
Lis, K.
Nawrat, Z.
Powiązania:
https://bibliotekanauki.pl/articles/2063781.pdf
Data publikacji:
2018
Wydawca:
Międzynarodowe Stowarzyszenie na rzecz Robotyki Medycznej
Tematy:
robot
robot chirurgiczny
sprzężenie siłowe
układy haptyczne
surgical robot
force-feedback
haptic systems
Opis:
Testy robota chirurgicznego typu Robin Heart obejmują badania układów mechatronicznych, układów sterowania, badania symulacyjne i laboratoryjne wykonywania zadań chirurgicznych oraz badania na zwierzętach i planowane badania kliniczne. Cechy funkcjonalne robota, które pozwalają na osiągnięcie wysokiej precyzji zdalnego sterowania wymagają testów z udziałem człowieka. Celem publikacji jest przedstawienie wstępnych badań sprzężenia siłowego. Opisano system badawczy i metodykę badań na przykładzie pomiaru subiektywnej oceny sztywności materiałów.
Robin Heart surgical tests include mechatronic systems, control systems, simulation and laboratory tests for performing surgical tasks, as well as animal studies and planned clinical trials. The functional features of the robot, which allow for high precision of remote control, require tests involving humans. The aim of the publication is to present preliminary force feedback tests. The research system and research methodology are described on the example of measuring the subjective stiffness assessment of materials.
Źródło:
Medical Robotics Reports; 2018, 7; 43--50
2299-7407
Pojawia się w:
Medical Robotics Reports
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Robot do diagnostyki stanu technicznego przewodów linii napowietrznych
A robot for diagnostics of overhead power lines
Autorzy:
Dąbkowski, M.
Olesz, M.
Giełdziński, K.
Przystalski, R.
Powiązania:
https://bibliotekanauki.pl/articles/268819.pdf
Data publikacji:
2016
Wydawca:
Politechnika Gdańska. Wydział Elektrotechniki i Automatyki
Tematy:
linie napowietrzne
robot mobilny
sterowanie robotem
overhead lines
mobile robots
control systems
Opis:
W artykule przedstawiono strukturę sprzętu i programu komputerowego do sterowania i wizualizacji prototypu robota mobilnego poruszającego się wzdłuż linii napowietrznych średniego i wysokiego napięcia. Komunikacja z robotem poprzez protokół TCP / IP umożliwia sterowanie ruchem robota oraz oględziny przewodów linii na podstawie obrazu z kamery zamontowanej na robocie. Wykonane próby na poligonie doświadczalnym na odcinku linii 110 kV potwierdziły poprawną pracę robota w warunkach silnego pola elektrycznego. Konstrukcja robota ma charakter otwarty. Robot może być wyposażony w dodatkowe czujniki umożliwiające pomiar interesujących użytkownika parametrów np. zakłóceń radioelektrycznych lub temperatury przewodu.
The article presents the structure of hardware and computer application to control and visualization of the prototype of a mobile robot moving along overhead lines of medium and high voltage. Before building, the robot was designed in the Autodesk Inventor Professional 2012 environment to eliminate potential errors in structure. The mechanical construction is divided into three parts: the base contained electrical parts, trolley drive and robot arms. All the main components are made of aluminum sheet with a thickness of 4 mm, so that the weight of the robot does not exceed 20 kg. Small size and low weight of the robot allows for handling by a single person. Robot contains over 300 parts including construction elements, screws, washers and nuts. The motor driving the robot is positioned above the wire, so dirt doesn’t pollute it. Belt transmit drive to the rollers. Robot arms are moved by helical gear. The electronic parts are placed in the base box (IP65). Microcontroller STM32F4 is a central control unit of the robot. Motors are powered by PWM signal. The robot has two sonar preventing collisions with any obstacle, and a camera that can be used for wire inspection or control of the robot work. The robot communicates with a host computer wirelessly via Ethernet. The control application allows connecting with the robot using TCP/IP protocol and: control device (starting and stopping robot, changing the speed of movement smoothly, changing direction of movement, raising and lowering arms of robot); viewing the status of the robot (battery status, travelled distance, the state of ultrasonic sensors). Operator can also view the video from the camera mounted on the robot. Robot presented in this article is a prototype that has been tested on the experimental field of Energa SA company in Straszyn near Gdansk. Unit placed on the air line moved properly. Communication and wireless control worked also fully properly. All tests were successful. In this regard it should be noted that the presented device can be a powerful tool for remote inspection of medium and high voltage power transmission lines (when will be equipped with a suitable set of sensors).
Źródło:
Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej; 2016, 50; 19-22
1425-5766
2353-1290
Pojawia się w:
Zeszyty Naukowe Wydziału Elektrotechniki i Automatyki Politechniki Gdańskiej
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Systemic Evolutionary Algorithm inspired by methods of Quantum computer sciences for the improvement of the accuracy of neural models in electrical engineering and electrical power engineering
Autorzy:
Tchórzewski, J.
Powiązania:
https://bibliotekanauki.pl/articles/97692.pdf
Data publikacji:
2016
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
Evolutionary Algorithms
Quantum computer science
Quantum mixed number
Systems modelling
Robot PR–02
Artificial Neural Networks
MATLAB and Simulink environment
Electric Power Exchange
Opis:
The work contains selected results of research on the application of quantum computer science to a systemic evolutionary algorithm for the purpose of improving accuracy of neural models in electrical engineering and electrical power engineering. Artificial neural networks are used in neural modeling, which networks are designed and taught models of systems using available numerical data. Parameters of neural networks, and especially, elements of weight matrices, biases as well as parameters of activation functions may be improved using evolutionary algorithms. It seems that applying solutions offered by quantum computer science to systemic evolutionary algorithm, and especially, as regards creation of quantum initial population, quantum crossover and mutation operators as well as selection, considerably improves the accuracy of modelling, which was verified in MATLAB and Simulink environment using selected examples such as RP–02 robot’s arm movement, the development of the Polish Electrical Power Exchange (polish: TGEE) system, etc.
Źródło:
Computer Applications in Electrical Engineering; 2016, 14; 280-296
1508-4248
Pojawia się w:
Computer Applications in Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Systemic Evolutionary Algorithm inspired by the methods of quantum computing to improve the accuracy of the model on the neuronal motion the end of the robot arm PR–02
Autorzy:
Wołynka, Ł.
Tchórzewski, J.
Powiązania:
https://bibliotekanauki.pl/articles/97323.pdf
Data publikacji:
2016
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
Evolution algorithms
Quantum computing
Modeling systems
Robot PR–02
Artificial Neural Networks
Environment MATLAB and Simulink
Opis:
The article contains selected results of research on the design Systemic Evolutionary Algorithm inspired by quantum informatics methods and description how to implement it in Matlab language in order to use for improve parameters neural model on example robot robot PR–02 arm motion. Initial population was based on weights matrix of artificial neural network. Randomly selected population of individual chromosomes in both the initial and in the following parent population have been converted to binary values, and these to quantum values by using created for this purpose quatization() function. Quantum gene value was determined on the basis of stonger pure state represented by different chromosomes, to which dequantization() function was used. Selection of individuals was conducted based on the model of neural robot PR–02 motion implemented in Matlab language using calculationsNeuralNetworks() function.
Źródło:
Computer Applications in Electrical Engineering; 2016, 14; 297-312
1508-4248
Pojawia się w:
Computer Applications in Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
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