24 results on '"Alexey M. Romanov"'
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2. An Algorithm for FPGA-based Segmentation of Binary Images
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Alexey M. Romanov, Anton V. Vasiliev, and Alexandra I. Khalyasmaa
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- 2022
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3. A Precise Synchronization Method for Future Wireless TSN Networks
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Alexey M. Romanov, Francesco Gringoli, and Axel Sikora
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Synchronization ,Wireless communication ,Hardware ,Wireless sensor networks ,Protocols ,Field programmable gate arrays ,IEEE 80211 Standard ,Communication ,field bus ,firmware ,field-programmable gate array (FPGA) ,jitter ,real-time systems ,synchronization ,Wi-Fi ,wireless ,Computer science ,02 engineering and technology ,Domain (software engineering) ,Scheduling (computing) ,Synchronization (computer science) ,0202 electrical engineering, electronic engineering, information engineering ,Wireless ,Electrical and Electronic Engineering ,Wired communication ,Protocol (object-oriented programming) ,business.industry ,Wireless network ,020208 electrical & electronic engineering ,Computer Science Applications ,Control and Systems Engineering ,business ,Information Systems ,Computer network - Abstract
Time-sensitive networking (TSN) is the most promising time-deterministic wired communication approach for industrial applications. To extend TSN to “IEEE 802.11” wireless networks, two challenging problems must be solved: synchronization and scheduling. This article is focused on the first one. Even though a few solutions already meet the required synchronization accuracies, they are built on expensive hardware that is not suited for mass market products. While next Wi-Fi generation might support the required functionalities, this article proposes a novel method that makes high-precision wireless synchronization using commercial low-cost components possible. With the proposed solution, a standard deviation of synchronization error of less than 500 ns can be achieved for many use cases and system loads on both CPU and network. This performance is comparable to modern wired real-time field buses, which makes the developed method a significant contribution for the extension of the TSN protocol to the wireless domain.
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- 2021
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4. Modular Reconfigurable Robot Distributed Computing System for Tracking Multiple Objects
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Sergey V. Manko, Hsi-Pin Ma, Mikhail Romanov, Alexey M. Romanov, Wei-Yu Chiu, Kun-Yen Chiu, and Maria A. Volkova
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System of systems ,021103 operations research ,Computer Networks and Communications ,Computer science ,business.industry ,Distributed computing ,0211 other engineering and technologies ,Cloud computing ,02 engineering and technology ,Modular design ,Computer Science Applications ,Microcontroller ,Control and Systems Engineering ,Control system ,Heat generation ,Robot ,Electrical and Electronic Engineering ,business ,Field-programmable gate array ,Information Systems - Abstract
A modular reconfigurable robot (MRR) is considered as a system of systems; that is, a robot control system consists of modular systems. For an MRR, onboard tracking of multiple objects is one of the most challenging tasks. This is because the task requires lots of computation resources, but an MRR system is constrained by several physical limitations. To enhance the computing performance of an MRR control system, a novel approach to organizing a distributed computing system is proposed. The key components of the proposed approach are FPGA-based specialized computational cores (SCCs). An SCC for tracking objects is designed to utilize spare resources of the MRR module's control devices. Analysis and experiments on a real testbench are performed to illustrate that the proposed approach can enhance overall computing performance of an MRR control system without adding additional components. As such, weight and dimensional parameters are saved; unnecessary power consumption and heat generation are reduced. One experimental example shows that the proposed SCC enables a Kalman filter to track objects up to 100 times faster than a comparable solution implemented with microcontrollers, while the whole distributed computing system can outperform a similar one built on high-performance CPUs.
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- 2021
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5. A Modular Reconfigurable Robot for Future Autonomous Extraterrestrial Missions
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Alexey M. Romanov, Vladimir D. Yashunskiy, and Wei-Yu Chiu
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mechatronics ,Robot kinematics ,Traverse ,General Computer Science ,Firmware ,Computer science ,business.industry ,Controller (computing) ,General Engineering ,Mobile robot ,Modular design ,actuators ,computer.software_genre ,mechanical power transmission ,TK1-9971 ,reconfigurable architectures ,Mobile robots ,mechanical engineering ,Robot ,General Materials Science ,Electrical engineering. Electronics. Nuclear engineering ,business ,computer ,Robotic arm ,Simulation - Abstract
This study proposes a heterogeneous modular reconfigurable robot called SABER (short for Step, Assembler, and Bridge Explorer Robot) that is suitable for future autonomous extraterrestrial missions. SABER comprises a platform and a reconfigurable rail and can operate in monowheel, rail trolley, and manipulator configurations. The monowheel configuration provides locomotion at a top speed of 10 km/h. The rail trolley configuration allows the robot to traverse gaps whose length is greater than its wheel diameter, climb steps whose height is no taller than the wheel radius, and pass through passages narrower than the wheel diameter. The manipulator configuration enables the robot to manipulate objects using two robotic arms with changeable tools. This design allows several SABERs to work as a team to enlarge their working area or enhance their mechanical capabilities. As such, SABERs can undertake various tasks in extraterrestrial missions, including exploration, outpost building and equipment maintenance. The key feature of the SABER is its mechanical transmission that allows its platform to move rapidly along a rail made from the manipulators of the robot. We also formulated the novel concept of a jamming safety diagram that is used to determine controller precision requirements to prevent the transmission from jamming. Finally, a new positioning controller meeting those requirements was introduced and implemented as field-programmable-gate-array firmware that is compatible with a wide range of low-cost integrated circuits. In numerical simulations, we evaluated SABER with respect to its speed, acceleration, oscillation, and ability to negotiate gaps and steps; SABER performed as well as or better than existing autonomous mobile robots and modular reconfigurable robots.
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- 2021
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6. A Novel Gripper with Integrated Rotary Unit and Force Control for Pick and Place Applications
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Alexey M. Romanov, Ntmitrii Gyrichidi, and Mikhail P. Romanov
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Control and Optimization ,mechanism synthesis ,grasping ,force control ,manipulators ,end effectors ,robotics and automation ,Artificial Intelligence ,Mechanical Engineering - Abstract
Modern electrical grippers have lower life-cycle costs compared to pneumatic ones. Furthermore, they provide force control, making it possible to grasp objects with different fragility using a single device. At the same time, electrical grippers have a higher end-effector weight, installed on the robot’s flange and lower closing speed, preventing them from replacing pneumatic solutions in high dynamic Pick and Place applications. This research faces both issues by synthesizing a novel gripper mechanism based on a Torque Distribution Gearbox, which makes it possible to relocate the electric motors to the static frame of a delta robot. The proposed gripper not only has a lower mass and a higher closing speed than competitive electric solutions, but it also provides unlimited rotation around the vertical axis. The performance of the gripper was tested in experimental studies, which showed that a created aluminum prototype provides a precise force control in the range from 3 N to 48 N with an accuracy not worse than 1.27 N. Moreover, its finger’s speed is 3.1–56 times higher than market available electrical grippers, which makes it comparable by this parameter with pneumatic solutions used in high dynamic Pick and Place applications.
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- 2022
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7. SABER: Modular Reconfigurable Robot for Industrial Applications
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Wei-Yu Chiu, Vladimir D. Yashunskiy, and Alexey M. Romanov
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Acceleration ,Speedup ,Computer science ,business.industry ,Climb ,Robot ,Mobile robot ,Modular design ,business ,Robotic arm ,Bridge (nautical) ,Simulation - Abstract
This study proposes a heterogeneous modular reconfigurable robot called SABER that is suitable for industrial applications. The SABER is a Step, Assembler, Bridge, Explorer Robot comprising a platform and a reconfigurable rail; it can work in three different configurations: monowheel, rail trolley, and manipulator. The monowheel configuration provides locomotion with a speed up to 10 km/h. The rail trolley configuration allows the robot to overcome gaps larger than its wheel diameter, climb steps as large as the wheel radius, and pass through passages smaller than the wheel diameter. The manipulator configuration enables the robot to manipulate objects using two robotic arms with changeable tools. This design allows several SABERs to work cooperatively, extending capabilities of their mechanics or enlarging the working area. As such, SABERs can address various tasks, including material handling, assembly, diagnostic, and maintenance applications, revealing a concept of universal robots for future factories. Robot performance in terms of the speed, acceleration, oscillation, and gap/step handling was numerically analyzed, showing that SABER is comparable with or better than existing autonomous mobile robots and modular reconfigurable robots.
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- 2021
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8. An Automatic Docking System for Wheeled Mobile Robots
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Andrey A. Tararin and Alexey M. Romanov
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0209 industrial biotechnology ,Computer science ,Orientation (computer vision) ,business.industry ,Real-time computing ,Location awareness ,Mobile robot ,02 engineering and technology ,Kinematics ,computer.software_genre ,Charging station ,020901 industrial engineering & automation ,Software ,0202 electrical engineering, electronic engineering, information engineering ,Trajectory ,Robot ,020201 artificial intelligence & image processing ,business ,computer - Abstract
This paper presents an algorithm for wheeled mobile robots with differential kinematics, which increases positioning and orientation accuracy of docking to the charge station. Localization of the charging station is carried out by detecting ArUco markers. Unlike other localization methods such ones based on IR sensors and LIDARs, this method is more robust and easier to configure. The software designed based the proposed algorithm and Robot Operating System provides simple integration with robots of different designs. The simulation results, shows that the estimated docking accuracy is within 3cm, and the minimum docking distance is 58cm.
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- 2021
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9. A Multi-Purpose Testbench for Determining the Parameters of Moving Objects Based on the Processing of Heterogeneous Sensory Information in the On-Board System of an Autonomous Robot
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Alexey M. Romanov and Maria A. Volkova
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021103 operations research ,Computer science ,Real-time computing ,Principal (computer security) ,0211 other engineering and technologies ,Mobile robot ,Sensory system ,02 engineering and technology ,Autonomous robot ,Processing methods ,On board ,Data acquisition ,0202 electrical engineering, electronic engineering, information engineering ,Process control ,020201 artificial intelligence & image processing ,Hardware_REGISTER-TRANSFER-LEVELIMPLEMENTATION - Abstract
This paper proposes a multi-purpose testbench for determining the parameters of moving objects in controlled laboratory conditions. The testbench include different types of the sensors, which are based on different physical principal and simultaneously observe multiple mobile robots. The paper discuses data acquisition and processing methods as well as experimental studies scenarios, that can be investigated using proposed testbench.
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- 2021
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10. Real-time Ethernet POWERLINK Communication for ROS. Part I. General Concept
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Alexey M. Romanov and Evgeniya A. Slepynina
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Ethernet Powerlink ,Computer science ,business.industry ,computer.software_genre ,Software implementation ,Software ,Data exchange ,POSIX ,Operating system ,Latency (engineering) ,Fieldbus ,business ,computer ,Jitter - Abstract
This research is focused on the integration of Ethernet POWERLINK (EPL) fieldbus with the Robotic Operating System (ROS) for real-time control tasks. In this part, we analyze latencies and jitter introduced by the Linux operating system, ROS and the openPOWERLINK stack. To increase the determinism of the operating system, we propose using the PREEMPT_RT patch from OSADL. To ensure the simplicity of process data exchange, we offer software that implements the openPOWERLINK stack with a standard ROS interface for applications running with a cycle time of more than 10 ms, and a specialized API based on the POSIX infrastructure for high-speed applications with a cycle of 10 ms or less. The introduced concept covers both Managing (MN) and Controlled (CN) nodes, making it possible to easily integrate Ethernet POWERLINK communication in any robotic application task. More details about hardware and software implementation issues will be described in the paper dedicated to the second part of this research.
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- 2020
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11. A Novel Low-Jitter Interface for Synchronization with Low-Cost Integrated IEEE802.11 Chips
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Alexey M. Romanov, Maria A. Volkova, and Axel Sikora
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Universal asynchronous receiver/transmitter ,Firmware ,Computer science ,business.industry ,Interface (computing) ,ComputerSystemsOrganization_COMPUTER-COMMUNICATIONNETWORKS ,Frame (networking) ,Timestamping ,computer.software_genre ,Synchronization (computer science) ,Timestamp ,business ,Communications protocol ,computer ,Computer hardware - Abstract
This paper presents a novel low-jitter interface between a low-cost integrated IEEE802.11 chip and a FPGA. It is designed to be part of system hardware for ultra-precise synchronization between wireless stations. On physical level, it uses Wi-Fi chip coexistence signal lines and UART frame encoding. On its basis, we propose an efficient communication protocol providing precise timestamping of incoming frames and internal diagnostic mechanisms for detecting communication faults. Meanwhile it is simple enough to be implemented both in low-cost FPGA and commodity IEEE802.11 chip firmware. The results of computer simulation shows that developed FPGA implementation of the proposed protocol can precisely timestamp incoming frames as well as detect most of communication errors even in conditions of high interference. The probability of undetected errors was investigated. The results of this analysis are significant for the development of novel wireless synchronization hardware.
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- 2020
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12. A Novel Approach to Touchdown Impact Damping for the Walking Robot Based on Low-Cost Geared Servo Drives
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Alexey M. Romanov and Vladimir D. Yashunskiy
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0209 industrial biotechnology ,Computer science ,Touchdown ,ComputerApplications_COMPUTERSINOTHERSYSTEMS ,02 engineering and technology ,Kinematics ,Servomotor ,Rollover ,020901 industrial engineering & automation ,Control theory ,0202 electrical engineering, electronic engineering, information engineering ,Servo drive ,Pantograph ,Robot ,020201 artificial intelligence & image processing ,Reduction (mathematics) - Abstract
This paper proposes a novel approach to touchdown deceleration overload reduction, which is intended for the walking robot with pantograph kinematics of the legs. To reduce the robot price, developers widely use low-cost geared servo motors, which can be damaged after jump or fall with rigid touchdown. Due to the high gear ratio and low-end sensors servo drives are unable to damp such impacts using closed-loop control. The proposed approach makes it possible to prevent robot damage and rollover by predicting the touchdown point using distance sensor or mechanical switch mounted on a robot and adding appropriate feed-forward action to a servo drive set point. The key advantage of the introduced solution is low dependence on the number of robots legs and doesn’t require modifying either servo drives or any of robots mechanical parts. The efficiency of the proposed approach is demonstrated and analyzed on the basis of computer simulation.
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- 2020
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13. High-efficient implementation of neural networks and ANFIS using direct bitstream processing
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Alexey M. Romanov
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Data processing ,Adaptive neuro fuzzy inference system ,Artificial neural network ,Computer science ,SIGNAL (programming language) ,020207 software engineering ,02 engineering and technology ,Smart grid ,Computer architecture ,0202 electrical engineering, electronic engineering, information engineering ,Key (cryptography) ,020201 artificial intelligence & image processing ,Bitstream ,Field-programmable gate array - Abstract
Intelligent information processing technologies are already widely used in the power industry. The new step in their evolution was made with application of Internet-of-Things(IoT) devices into a smart grid. A key problem of intelligent IoT device development is implementation of a data processing algorithms on a low-power on-board processing units. The paper proposes a high efficient technology for neural network implementation on a FPGA-based IoT devices. An approach based on the use of sigma-delta modulated bitstreams for signal representation is proposed, which makes it possible to reduce the size of all elements of neural network and to provide the possibility of completely parallel implementation of neural networks and adaptive network-based fuzzy inference systems (ANFIS) on the basis of existing FPGA microchips. Based on the proposed approach, the novel FPGA IP cores are developed for the implementation of direct propagation neural networks, RBF-networks and ANFIS. The FPGA resource usage efficiency of the developed solutions is demonstrated using synthesis results on modern FPGA. The proposed approach will increase performance of IoT devices, designed for smart-grid.
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- 2019
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14. Unified Control System for Modular Reconfigurable Robots
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Alexey M. Romanov and Ivan S. Mikheenko
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Ethernet ,021103 operations research ,Ethernet Powerlink ,Computer science ,business.industry ,0211 other engineering and technologies ,02 engineering and technology ,Change control board ,Modular design ,Software ,Computer architecture ,Control system ,Robot ,business ,Protocol (object-oriented programming) - Abstract
This article describes the process of creating a modular reconfigurable robot based on a unified control system using FPGAs and Ethernet PowerLink protocol. The basis of the theoretical framework was the analysis of world approaches and practical solutions in this area, using the results of previous studies and developments of the authors. Particular attention is paid to the work of the onboard-distributed power supply system. As a result, a control board and software for it were implemented, a system of reconfigurable robots was created from several modules using the FischerTechnik construction set. Experimental studies of the developed solutions for the implementation of a modular reconfigurable robot have been carried out, proving their efficiency and effectiveness compared with similar solutions.
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- 2019
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15. The Algorithm for Classification and Determination of the Spatial Position of Moving Objects
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Alexey M. Romanov and Maria A. Volkova
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Statistical classification ,021103 operations research ,Robotic systems ,Radar tracker ,Computer science ,0211 other engineering and technologies ,Task analysis ,Robot ,02 engineering and technology ,Classifier (UML) ,Algorithm - Abstract
The paper discusses the task of detecting and determining the spatial position of moving objects according to their dynamic characteristics and with using the aggregation of the sensors of robotic systems. A model of a generalized sensor and classifier according to its indications is proposed. An algorithm for the results of classification processing and determining the spatial position of objects is developed.
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- 2019
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16. A novel approach for creating modular reconfigurable robots with distributed power system
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Ivan S. Mikheenko and Alexey M. Romanov
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Ethernet Powerlink ,business.industry ,Data exchange ,Distributed power systems ,Computer science ,Embedded system ,Distributed power ,Robot ,Modular design ,business ,Electronic circuit ,Power (physics) - Abstract
The paper considers the problem of creating power supply and data exchange subsystems for modules of a reconfigurable robot. Based on analysis of previous academic and commercial approaches, the new circuitry solutions for both distributed power supply and Ethernet POWERLINK compatible data exchange subsystems of modular reconfigurable robot are proposed. The results of experimental research of new circuits, showing their efficiency are presented.
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- 2018
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17. Multi-criteria data processing algorithms for the group of surveillance robots
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Maria A. Volkova and Alexey M. Romanov
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Structure (mathematical logic) ,Data processing ,Point (typography) ,Computer science ,Multi criteria ,Group (mathematics) ,business.industry ,Robot ,Robotics ,Artificial intelligence ,business ,Algorithm ,Control system software - Abstract
The paper discusses the composition and requirements for sensors in the group of surveillance robots. Classification and quality criteria for sensor data processing algorithms for the surveillance robotics are proposed. From the point of view of the criteria, the sensor data processing methods are performed. The structure of the surveillance robots control system software is proposed.
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- 2018
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18. Analysis of ROS performance in terms of intelligent monitoring of discrete machinery manufacturing control systems
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Mikhail Romanov, Alexey M. Romanov, V. A. Kholopov, and Evgeniya A. Slepynina
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03 medical and health sciences ,Discrete manufacturing ,0302 clinical medicine ,Work (electrical) ,Computer science ,Control system ,010401 analytical chemistry ,Monitoring system ,Control engineering ,030206 dentistry ,01 natural sciences ,0104 chemical sciences ,Task (project management) - Abstract
In this work, the performance of the ROS framework in terms of intelligent monitoring systems of discrete machinery manufacturing control systems is evaluated. To solve the task, the requirements for the speed of monitoring systems have been defined, and a number of experimental estimates of the latencies in the ROS infrastructure have been made. Based on the outcomes of the latter estimates, an analysis of the applicability of the said means in various areas of machinery manufacture industry have been performed.
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- 2017
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19. A novel architecture for control systems of modular reconfigurable robots
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Alexey M. Romanov, Evgeniy I. Shestakov, and Mikhail Romanov
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Self-reconfiguring modular robot ,Robot kinematics ,Computer architecture ,business.industry ,Computer science ,Applications architecture ,Control system ,Robot ,Architecture ,Modular design ,Field-programmable gate array ,business - Abstract
This paper proposes a novel architecture for control systems of modular reconfigurable robots that combines centralized and decentralized approaches to achieve the best ration between efficiency, fault-tolerance and cost-efficiency.
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- 2017
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20. Development of digital production engineering monitoring system based on equipment state index
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Alexey M. Romanov, A. Kushnir, E. Kurnasov, V. Holopov, and A. Ganichev
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Engineering ,business.industry ,02 engineering and technology ,Plan (drawing) ,Tracing ,01 natural sciences ,Manufacturing engineering ,020303 mechanical engineering & transports ,Software ,Resource (project management) ,0203 mechanical engineering ,0103 physical sciences ,Production engineering ,Production (economics) ,Process control ,Digital manufacturing ,business ,010301 acoustics - Abstract
The article examines the development of digital manufacturing production, in particular the system for monitoring the work of CNC equipment, CNC equipment circuits and other automated manufacturing equipment, as well as systems of monitoring and resource suppy for the implementation of production tasks and production plan of the digital manufacturing production. The developed system has the following features: monitoring of the main parameters of the equipment and its components; assessment of the current situation and the consequences of equipment failure; assessment of resource supply for production orders and the production plan, and tracing their completion; reporting on the formation of diagnosed objects. The solution is based on using the equipment condition index to ensure objective assessment of the equipment condition. The authors developed software and circuit solutions to be implemented in real digital production.
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- 2017
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21. Unified architecture of execution level hardware and software for discrete machinery manufacturing control systems
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Alexey M. Romanov, Mikhail Romanov, Alexander Kharchenko, and V. A. Kholopov
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Engineering ,business.industry ,020208 electrical & electronic engineering ,02 engineering and technology ,Technical documentation ,computer.software_genre ,Automation ,020303 mechanical engineering & transports ,Software ,0203 mechanical engineering ,Computer-integrated manufacturing ,SCADA ,Virtual machine ,Embedded system ,Process development execution system ,0202 electrical engineering, electronic engineering, information engineering ,business ,computer ,Manufacturing execution system - Abstract
The paper describes an original architecture of a control system for the execution level of discrete machinery manufacturing. The architecture combines traditional approach that uses a SCADA system to monitor the condition of the production equipment and a system for production tasks execution based on Forth virtual machines for every automated work station. The proposed architecture will make it possible to successfully combine operations with different degrees of automation into a single manufacturing process, and also to substitute manual operations with automated ones without changing the technical documentation. Conducted experiments prove the applicability of this approach and the potential for further researches in this field.
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- 2016
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22. Robotic intelligence laboratory for overhead transmission lines assessment
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Stepan A. Dmitriev, Alexandra I. Khalyasmaa, and Alexey M. Romanov
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0106 biological sciences ,Engineering ,business.industry ,Real-time computing ,Information processing ,Mobile robot ,01 natural sciences ,Set (abstract data type) ,010602 entomology ,Electric power transmission ,010608 biotechnology ,Server ,Overhead (computing) ,Robot ,Mobile telephony ,business ,Simulation - Abstract
Overhead transmission lines integral assessment problem is considered in the paper. Failures diagnostic and analysis procedure based on artificial intelligence techniques is presented. The tool set for integral diagnostic of overhead lines and infrastructure is established. The possibility of the present tools arrangement on the base of land and air based autonomous mobile robots is offered. The concept of autonomous robotic intelligence laboratory creation for overhead power lines integral assessment comprising unmanned air vehicles, diagnostic tools set, servers for intelligent information processing and also equipment for laboratory independent operation in field conditions is offered.
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- 2016
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23. Decision support system for science-technical solutions efficiency assessment based on hybrid neural networks
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Alexey M. Romanov and Stanislav A. Eroshenko
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Structure (mathematical logic) ,Decision support system ,021103 operations research ,Artificial neural network ,Computer science ,business.industry ,0211 other engineering and technologies ,Intelligent decision support system ,02 engineering and technology ,Machine learning ,computer.software_genre ,Hybrid system ,0202 electrical engineering, electronic engineering, information engineering ,020201 artificial intelligence & image processing ,Artificial intelligence ,Differential (infinitesimal) ,business ,computer - Abstract
The model of the self-training and self-adjusting information analytical system which allows for the large data volumes operation and differential assessment of the scientific-technical solutions and technologies efficiency depending on the probability of their implementation under the conditions of initial data incompleteness, is presented in the paper. Decision support system is based on the artificial intelligence methods - namely, the hybrid networks, which allows for the system application in different sciences and industries without changes of its structure and operation procedure, which makes the developed system universal.
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- 2016
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24. Loosely coupled navigation system based on expert system using fuzzy logic
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Genady G. Kalach, Pavel E. Tripolskiy, and Alexey M. Romanov
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Inertial frame of reference ,GNSS augmentation ,business.industry ,Computer science ,Wind triangle ,Navigation system ,02 engineering and technology ,01 natural sciences ,Mobile robot navigation ,020303 mechanical engineering & transports ,0203 mechanical engineering ,GNSS applications ,0103 physical sciences ,Dead reckoning ,Satellite navigation ,Computer vision ,Artificial intelligence ,Altimeter ,Air navigation ,business ,010301 acoustics ,Inertial navigation system ,Sea level - Abstract
This paper presents algorithms for the implementation of the loosely coupled navigation system in which the coordinates calculated by the receiver of the global navigation satellite system (GNSS), adjusted in accordance with the inertial data. The algorithms uses three blocks of the expert system based on fuzzy logic: a first block calculates the weighting factors for the calculation of the azimuthal angle, the second block gives the state of mobility of the object, the third block based on the GNSS readings and the altimeter calculates height of an object above sea level. Therefore the algorithm of combining the sensor readings, which would be able to consider and identify the blurred boundaries of the transition object from a state of rotation or a linear uniformly accelerated the movement in uncertain environments.
- Published
- 2016
- Full Text
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