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1

Networked Control System Based on RBF Neural Network SCOPUS

Haitao Zhang, Jinbo Hu, Wenshao Bu

보안공학연구지원센터(IJCA) International Journal of Control and Automation Vol.6 No.4 2013.08 pp.167-178

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

In the networked control system, the control interference, measurement noise and time delay make traditional digital PID algorithm not reach stable state. On the basis of simple digital PID algorithm, Kalman filter is first introduced, the effect of the interference and noise is decreased, and stability is improved. Then RBF (Radial Basis Function) neural network is used, Jacobian array is computed, the three parameters of PID algorithm are adjusted. Furthermore, the resistance integral saturation is used to limit the size of control quantity. Finally the simulation research on a DC (Direct Current) motor is done, and the simulation results show the effectiveness of the proposed algorithm when time delay, noise and interference are all large.

2

The Time-Delay Compensation Method for Networked Control System Based on Improved Fast Implicit GPC SCOPUS

Zhongda Tian, Shujiang Li, Yanhong Wang, Xiangdong Wang, Quan Zhang

보안공학연구지원센터(IJCA) International Journal of Control and Automation Vol.9 No.1 2016.01 pp.231-240

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

Aiming at the compensation problem of random time-delay in networked control system, a new network time-delay compensation method based on improved fast implicit generalized predictive control (GPC) is proposed. The buffer is established respectively including the forward output, feedback input of controller and the input of actuator, the network induced time-delay is compensated, and it will avoid the control data transmission. Then an improved fast implicit generalized predictive control with differential effect is used for time-delay compensation. Simulation results demonstrate that the proposed method reduces the system regulation time and restrain the overshoot, has good compensation effect.

3

Simulation Design of Controller for Networked Control System SCOPUS

Jinbo Hu, Haitao Zhang, Guifang Wu

보안공학연구지원센터(IJCA) International Journal of Control and Automation Vol.9 No.1 2016.01 pp.123-132

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

Aiming at the problem of time delay in the networked control system, by using the nonlinear approximation of the fuzzy control algorithm,and Smith forecast compensation. A kind of controller based on fuzzy adaptive PID with new Smith predictor is presented. This controller is easy to be implemented. Then using Matlab/simulink simulation software, the simulation research on a DC motor is done, and the simulation result shows, compared with the traditional PID control and PID control with Smith predictor, the control algorithm based on the fuzzy adaptive PID with new Smith predictor can effectively improve the robustness and adaptability of the system.

4

Adaptive Time Delay Compensation Process in Networked Control System KCI 등재후보

Yong-Gil Kim, Kyung-Il Moon

국제인공지능학회(구 한국인터넷방송통신학회) The International Journal of Advanced Smart Convergence Volume 5 Number 1 2016.03 pp.34-46

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

Networked Control System (NCS) has evolved in the past decade through the advances in communication technology. The problems involved in NCS are broadly classified into two categories namely network issues due to network and control performance due to system network. The network problems are related to bandwidth allocation, scheduling and network security, and the control problems deal with stability analysis and delay compensation. Various delays with variable length occur due to sharing a common network medium. Though most delays are very less and mostly neglected, the network induced delay is significant. It occurs when sensors, actuators, and controllers exchange data packet across the communication network. Networked induced delay arises from sensor to controller and controller to actuator. This paper presents an adaptive delay compensation process for efficient control. Though Smith predictor has been commonly used as dead time compensators, it is not adaptive to match with the stochastic behavior of network characteristics. Time delay adaptive compensation gives an effective control to solve dead time, and creates a virtual environment using the plant model and computed delay which is used to compensate the effect of delay. This approach is simulated using TrueTime simulator that is a Matlab Simulink based simulator facilitates co-simulation of controller task execution in real-time kernels, network transmissions and continuous plant dynamics for NCS. The simulation result is analyzed, and it is confirmed that this control provides good performance.

5

Adaptive Time Delay Compensation Process in Networked Control System KCI 등재후보

Yong-Gil Kim, Kyung-Il Moon

국제인공지능학회(구 한국인터넷방송통신학회) International Journal of Internet, Broadcasting and Communication Vol.8 No.1 2016.02 pp.52-64

※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

Networked Control System (NCS) has evolved in the past decade through the advances in communication technology. The problems involved in NCS are broadly classified into two categories namely network issues due to network and control performance due to system network. The network problems are related to bandwidth allocation, scheduling and network security, and the control problems deal with stability analysis and delay compensation. Various delays with variable length occur due to sharing a common network medium. Though most delays are very less and mostly neglected, the network induced delay is significant. It occurs when sensors, actuators, and controllers exchange data packet across the communication network. Networked induced delay arises from sensor to controller and controller to actuator. This paper presents an adaptive delay compensation process for efficient control. Though Smith predictor has been commonly used as dead time compensators, it is not adaptive to match with the stochastic behavior of network characteristics. Time delay adaptive compensation gives an effective control to solve dead time, and creates a virtual environment using the plant model and computed delay which is used to compensate the effect of delay. This approach is simulated using TrueTime simulator that is a Matlab Simulink based simulator facilitates co-simulation of controller task execution in real-time kernels, network transmissions and continuous plant dynamics for NCS. The simulation result is analyzed, and it is confirmed that this control provides good performance.

6

Networked Control System의 안정도 분석에 관한 연구

정준홍, 최수영, 이종성, 박기헌

[Kisti 연계] 대한전기학회 대한전기학회 학술대회논문집 2002 pp.2231-2233

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원문보기

Recently NCS(Networked Control System) is widely used in distributed control system design. The insertion of the network in the feedback control loop makes the analysis and design of NCS complex. Especially, the network-induced delay can vary the system stability and even destabilizes the entire control system. This paper deals with the stability analysis method of NCS. Also, we analyze the influence of sampling period and network-induced delay on power plant stability.

7

네트워크 불확실성을 고려한 NCS(Networked Control System)의 안정도 분석

정준홍, 이종성, 박기헌

[Kisti 연계] 대한전기학회 대한전기학회 학술대회논문집 2004 pp.2383-2385

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원문보기

Network uncertainties can vary the stability property of networked control system. Therefore, the performance and the stability variation of networked control system due to network uncertainties must be considered first in designing networked control system. In this paper, we present a new stability analysis method of networked control system with data loss and time delay. The proposed method can determine maximum allowable time delay and allowable transmission rate that preserves stability performance of networked control system. The results of the simulation validate effectiveness of our stability analysis methods.

8

Control and Development of LonWorks Intelligent Control Module for Water Treatment Facility Based Networked control System

Hong, Won-Pyo, Kim, Dong-Hwa

[Kisti 연계] 제어로봇시스템학회 제어로봇시스템학회 학술대회논문집 2003 pp.1757-1762

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원문보기

With distribution industrial control system, the use of low cost to achieve a highly reliable and safe system in real time distributed embedded application is proposed. This developed intelligent node is based on two microcontrollers, one for the execution of the application code, also as master controller for ensuring the real time control & the logic operation with PLD and other for communication task and the easy control execution, i.e., I/O digital input, digital output and interrupting. This paper also presents where the case NCS (Networked control system) with LonTalk protocol is applied for the filtration process control system of a small water treatment plant.

9

Analysis of a Networked Control System using the Discrete-Time MJLS(Markov Jump Linear System)

정준홍, 이재호, 박태동, 박기헌

[Kisti 연계] 대한전기학회 대한전기학회 학술대회논문집 2008 pp.1693-1694

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원문보기

This paper deals with the stability analysis method of a networked control system using the discrete-time MJLS(Markov Jump Linear System). The necessary and sufficient conditions for the mean stability and mean square stability of a networked control system having data uncertainties are proposed. The numerical example is presented to illustrate the usefulness of proposed stability conditions.

10

Remote Fuzzy Logic Control of Networked Control system in Profibus-DP

Lee, Kyung-Chang, Lee, Suk

[Kisti 연계] 제어로봇시스템학회 제어로봇시스템학회 학술대회논문집 2001 p.133

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원문보기

This paper focuses on the feasibility of fuzzy logic control for networked control systems. In order to evaluate its feasibility, a networked control system for motor speed control is implemented on a Profibus-DP network. The NCS consists of several independent, but interacting processes running on two separate stations. By using this NCS, the network delay is analyzed to find the cause of the delay. Furthermore, in order to prove the feasibility, the fuzzy logic controllers performance is compared with those of conventional PID controllers. Based on the experimental results, the fuzzy logic controller can be a viable choice for NCS due to its robustness against parameter uncertainty.

11

OPTIMAL PERIOD AND PRIORITY ASSIGNMENT FOR A NETWORKED CONTROL SYSTEM SCHEDULED BY A FIXED PRIORITY SCHEDULING SYSTEM

Shin, M., SunWoo, M.

[Kisti 연계] 한국자동차공학회 International journal of automotive technology Vol.8 No.1 2007 pp.39-48

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원문보기

This paper addresses the problem of period and priority assignment in networked control systems (NCSs) using a fixed priority scheduler. The problem of assigning periods and priorities to tasks and messages is formulated as an optimization problem to allow for a systematic approach. The temporal characteristics of an NCS should be considered by defining an appropriate performance index (PI) which represents the temporal behavior of the NCS. In this study, the sum of the end-to-end response times required to process all I/Os with precedence relationships is defined as a PI. Constraints are derived from the task and message deadline requirements to guarantee schedulability. Genetic algorithms are used to solve this constrained optimization problem because the optimization formulation is discrete and nonlinear. By considering the effects of communication, an optimum set of periods and priorities can be holistically derived.

12

Networked Control System Design Accounting for Time-Delays with Application to Inverted Pendulum

Park, Byung-In, Yoo, Ho-Jun, Kwon, Oh-Kyu

[Kisti 연계] 제어로봇시스템학회 제어로봇시스템학회 학술대회논문집 2003 pp.1470-1473

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원문보기

In this paper the networked control systems (NCS) problem is discussed where plants and controllers are distributed and interconnected by a common network. NCS is designed with LQ regulator and applied to an inverted pendulum accounting for the multiple time delays. We are to deals with a networked control system with a single controller, multiple sensors and multiple actuators. Since these parts are distributed, they are interconnected by communication networks. An NCS with LQ regulator is designed and applied to an inverted pendulum as a benchmark plant to check its performance under time delays induced by the network. Network induced delays are composed of two parts. One is the delay from controller to plant, and another is from plant to controller. They are assumed to be constant in this paper, and the plant and controller are discretized. To apply the LQ regulator the NCS model is transformed to a standard model with delayed states as state variable. And real network induced delay is measuring in TCP/IP network assuming that two delays are constant.

13

RTT 측정을 이용하는 USN 기반 Networked Control System

이현철, 김유종, 최준영

[Kisti 연계] 제어로봇시스템학회 제어로봇시스템학회 논문지 Vol.18 No.11 2012 pp.1040-1044

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원문보기

We design a NCS (Networked Control System) where the communication between sensors and controllers takes place over a USN (Ubiquitous Sensor Network). In order to measure time delays between sensors and controllers in real time, we design an algorithm to measure RTT (Round Trip Time) between USN nodes, and implement it into TinyOS of USN. By using the measured time delays, we construct the Smith predictor to compensate the time delays between sensors and controllers in real-time. For the real time experiment, we simulate the dynamic plant model, controller, and USN interface using Real-Time Windows Target provided in MATLAB. The USN interface in the Simulink model consists of serial ports, which connect the plant output and controller with USN nodes. The experiment results show that the time delays between sensors and controllers are precisely measured in real time; the Smith predictor appropriately compensates the time delays; and the stability is achieved in the closed-loop of the NCS.

14

Design of Multi-protocol IED for Networked Control System of Multi-Induction Motor in Industrial Fields

Hong, Won-Pyo

[Kisti 연계] 한국조명전기설비학회 조명·전기설비학회 논문지 Vol.26 No.10 2012 pp.60-71

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원문보기

This paper proposes a new design and implementation of multi-protocol IED for networked control system of multi-induction motor in industrial fields. The experimental multi-induction motor based multi-protocol IED of Modbus/LonTalks/TCP/IP module is designed and fabricated. This article addresses issues in architecture of LonWorks/Ethernet sever, embedded processors architecture for converting Modbus protocol to LonTalks protocol, integrating preconfigured software, and Internet technologies. It is also verified that the multi-induction motor control and monitoring system using LonWorks/Ethernet server have available, interoperable, reliable performance characteristics from the experimental results, especially, the seamless integration of TCP/IP networks with control networks allows access to any control point from anywhere. Thus, the results provide available technical data for remote distributed motor control system of industrial field or building microgrid with LonWorks BAS.

15

A Non-Uniform Predictor-Observer for a Networked Control System

Cuenca, Angel, Garcia, Pedro, Albertos, Pedro, Salt, Julian

[Kisti 연계] 제어로봇시스템학회 International Journal of Control, Automation and Systems Vol.9 No.6 2011 pp.1194-1202

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원문보기

This paper presents a Non-Uniform Predictor-Observer (NUPO) based control approach in order to deal with two of the main problems related to Networked Control Systems (NCS) or Sensor Networks (SN): time-varying delays and packet loss. In addition, if these delays are longer than the sampling period, the packet disordering phenomenon can appear. Due to these issues, a (scarce) nonuniform, delayed measurement signal could be received by the controller. But including the NUPO proposal in the control system, the delay will be compensated by the prediction stage, and the non-available data will be reconstructed by the observer stage. So, a delay-free, uniformly sampled controller design can be adopted. To ensure stability, the predictor must satisfy a feasibility problem based on a time-varying delay-dependent condition expressed in terms of Linear Matrix Inequalities (LMI). Some aspects like the relation between network delay and robustness/performance trade-off are empirically studied. A simulation example shows the benefits (robustness and control performance improvement) of the NUPO approach by comparison to another similar proposal.

16

Robust Stability Analysis of an Uncertain Nonlinear Networked Control System Category

Fei Minrui, Yi Jun, Hu Huosheng

[Kisti 연계] 제어로봇시스템학회 International Journal of Control, Automation and Systems Vol.4 No.2 2006 pp.172-177

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원문보기

In the networked control system (NCS), the uncertain network-induced delay and nonlinear controlled object are the main problems, because they can degrade the performance of the control system and even destabilize it. In this paper, a class of uncertain and nonlinear networked control systems is discussed and its sufficient condition for the robust asymptotic stability is presented. Further, the maximum network-induced delay that insures the system stability is obtained. The Lyapunov and LMI theorems are employed to investigate the problem. The result of an illustrative example shows that the robust stability analysis is sufficient.

17

Experimental Analysis and Implementation of a Multiscale Wireless/Wired Networked Control System

Dong, Jiawei, Kim, Won-Jong

[Kisti 연계] 제어로봇시스템학회 International Journal of Control, Automation and Systems Vol.12 No.1 2014 pp.102-110

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원문보기

The aim of this paper is to discuss the flexibility and the performance of a multiscale wireless/wired networked control system (NCS). This NCS consists of three different types of dynamic systems (fast, medium, and slow clients) with distinct time scales. The experimental results verified the capability of the NCS to combine both the wired and wireless networks and the control capability of the NCS with various sampling periods. Compared to the original wired NCS, the average steady-state error of the fast client increased by 20% to 30% under the same conditions with the wireless NCS within the bandwidth-utilization (BU) threshold. From the analysis, the sampling period together with the BU and the number of clients will determine the time-delay and packet-loss levels and affect the stability and performance of the NCS in a complex correlated manner.

18

An Approach Based on an Adaptive Multi-rate Smith Predictor and Gain Scheduling for a Networked Control System: Implementation over Profibus-DP

Cuenca, Angel, Salt, Julian, Casanova, Vicente, Piza, Ricardo

[Kisti 연계] 제어로봇시스템학회 International Journal of Control, Automation and Systems Vol.8 No.2 2010 pp.473-481

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원문보기

This paper presents a control strategy to face time-varying delays induced in a Networked Control System (NCS). The delay is divided into two parts: the largest one (an integer multiple of the bus cycle) is compensated by means of an adaptive multi-rate Smith predictor, and the smallest one (whose value is strictly smaller than the bus cycle) via a gain scheduling approach based on root locus contour and linearization techniques. The gains to be scheduled belong to a multi-rate PID controller. Control system stability is studied by means of Lyapunov theory. Simulation results and the implementation on a test-bed Profibus-DP environment illustrate that this control structure can maintain NCS performance and stability, despite the considered delays.

19

Exploitation of IP-based Intelligent Networked Measuring and Control Device and System

Liu, Gui-Xiong, Luo, Yi, Fang, Xiao-Dong

[Kisti 연계] 제어로봇시스템학회 제어로봇시스템학회 학술대회논문집 2003 pp.1235-1239

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원문보기

On the base of network frame and protocol system of Ethernet the networked sensing technology based on Ethernet is studied and the design principles of industrial Ethernet measurement of control system is put forward, and the general structure model is built in the paper. An eight-bit economical MCU scheme is proposed, and a general scheme of distributed intelligent networked measuring and control equipment based on TCP/IP is designed too. A compact TCP/IP protocol stack are successfully implemented in eight-bit MCU. With C51 program language, method of modularized programming is applied in soft design. The problem of in-system modifying measuring and control strategy of its system is solved successfully by assigning memory dynamically and saving parameter with EEPROM, and it makes the intelligent networked measurement and control system can explain and analyses control strategy from PC. Experiment result shows that, the research of intelligent networked measurement and control equipment and system base on TCP/IP is successful, with flexible network, convenient usage, and good commonality.

20

Ethernet을 통한 실시간 네트워크 제어시스템 설계

김창유, 임현, 이영삼, 권오규

[Kisti 연계] 대한전기학회 대한전기학회 학술대회논문집 2006 pp.136-138

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원문보기

Recently, network systems are widely used in several areas, and some considerable attentions have been directed to the Networked Control System(NCS). In NCS, network-induced delays are inevitable, and they sometimes degrade the performance of networked control systems to be a source of potential instability. In this paper, We proposes a compensation method for networked control system subject to network-induced delays by using a simple method, which is based on a sort of predictive strategy. To evaluate its feasibility and effectiveness, a real-time NCS for a rotary inverted pendulum is implemented via an Ethernet. Based on the experimental results. we show that the proposed simple method can be a practical and feasible solution to NCS design.

 
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