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ISA Transactions

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https://www.readbyqxmd.com/read/29132741/model-predictive-controller-based-multi-model-control-system-for-longitudinal-stability-of-distributed-drive-electric-vehicle
#1
Ke Shi, Xiaofang Yuan, Liang Liu
Distributed drive electric vehicle(DDEV) has been widely researched recently, its longitudinal stability is a very important research topic. Conventional wheel slip ratio control strategies are usually designed for one special operating mode and the optimal performance cannot be obtained as DDEV works under various operating modes. In this paper, a novel model predictive controller-based multi-model control system (MPC-MMCS) is proposed to solve the longitudinal stability problem of DDEV. Firstly, the operation state of DDEV is summarized as three kinds of typical operating modes...
November 10, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29103594/two-stage-neural-network-modelling-for-robust-model-predictive-control
#2
Krzysztof Patan
The paper proposes a novel robust model predictive control scheme realized by means of artificial neural networks. The neural networks are used twofold: to design the so-called fundamental model of a plant and to catch uncertainty associated with the plant model. In order to simplify the optimization process carried out within the framework of predictive control an instantaneous linearization is applied which renders it possible to define the optimization problem in the form of constrained quadratic programming...
November 2, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29102477/active-disturbance-rejection-controller-design-for-dynamically-positioned-vessels-based-on-adaptive-hybrid-biogeography-based-optimization-and-differential-evolution
#3
Defeng Wu, Fengkun Ren, Lei Qiao, Weidong Zhang
Vessels with a dynamic positioning system (DPS) are widely applied in ocean resource exploration. Because of the inaccuracy and coupling of the vessel dynamic model, it is important to design a controller that performs well in an oceanic environment. The active disturbance rejection controller (ADRC) is introduced in this study to control the vessel movement and positioning in the DPS. The merit of the ADRC is that it does not need an accurate plant and disturbance model. In the proposed method, an adaptive hybrid biogeography-based optimization (BBO) and differential evolution (DE) are developed...
November 1, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29096993/nonlinear-dynamic-systems-identification-using-recurrent-interval-type-2-tsk-fuzzy-neural-network-a-novel-structure
#4
Ahmad M El-Nagar
In this study, a novel structure of a recurrent interval type-2 Takagi-Sugeno-Kang (TSK) fuzzy neural network (FNN) is introduced for nonlinear dynamic and time-varying systems identification. It combines the type-2 fuzzy sets (T2FSs) and a recurrent FNN to avoid the data uncertainties. The fuzzy firing strengths in the proposed structure are returned to the network input as internal variables. The interval type-2 fuzzy sets (IT2FSs) is used to describe the antecedent part for each rule while the consequent part is a TSK-type, which is a linear function of the internal variables and the external inputs with interval weights...
October 31, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29106901/robust-h%C3%A2-cost-guaranteed-integral-sliding-mode-control-for-the-synchronization-problem-of-nonlinear-tele-operation-system-with-variable-time-delay
#5
Saba Al-Wais, Suiyang Khoo, Tae Hee Lee, Lakshmanan Shanmugam, Saeid Nahavandi
This paper is devoted to the synchronization problem of tele-operation systems with time-varying delay, disturbances, and uncertainty. Delay-dependent sufficient conditions for the existence of integral sliding surfaces are given in the form of Linear Matrix Inequalities (LMIs). This guarantees the global stability of the tele-operation system with known upper bounds of the time-varying delays. Unlike previous work, in this paper, the controller gains are designed but not chosen, which increases the degree of freedom of the design...
October 27, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29079061/adaptive-backstepping-h%C3%A2-tracking-control-with-prescribed-performance-for-internet-congestion
#6
Yang Liu, Xiaoping Liu, Yuanwei Jing, Shaowei Zhou
This paper extends the well-known control method, prescribed performance control (PPC), to network congestion control problems. An adaptive H∞ tracking problem for Transmission Control Protocol/Active Queue Management (TCP/AQM) system with external disturbance is studied. Firstly, a modified network model is given. And then, the model is changed to an equivalent error model by using error transformation. Next, to solve the network congestion problem, prescribed performance, backstepping technique, adaptive control and H∞ control are combined to design a congestion controller...
October 24, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29061486/robust-tracking-and-distributed-synchronization-control-of-a-multi-motor-servomechanism-with-h-infinity-performance
#7
Minlin Wang, Xuemei Ren, Qiang Chen
The multi-motor servomechanism (MMS) is a multi-variable, high coupling and nonlinear system, which makes the controller design challenging. In this paper, an adaptive robust H-infinity control scheme is proposed to achieve both the load tracking and multi-motor synchronization of MMS. This control scheme consists of two parts: a robust tracking controller and a distributed synchronization controller. The robust tracking controller is constructed by incorporating a neural network (NN) K-filter observer into the dynamic surface control, while the distributed synchronization controller is designed by combining the mean deviation coupling control strategy with the distributed technique...
October 21, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29061485/penalty-boundary-sequential-convex-programming-algorithm-for-non-convex-optimal-control-problems
#8
Zhe Zhang, Gumin Jin, Jianxun Li
A nonlinear optimal control problem with non-convex cost function and non-convex state constraints can be addressed by a series of convex programming to obtain numerical solutions in previous methods. However, a feasible initial solution is essential to ensure the convergence. In this paper, slack variables are added into the model to handle the infeasible initial point and are penalized in the cost. What is more, a new approximation point on the boundary of constraints is embraced in each iteration to increase the similarity to original problem and decrease number of iterations...
October 21, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29061487/design-and-implementation-of-a-novel-modal-space-active-force-control-concept-for-spatial-multi-dof-parallel-robotic-manipulators-actuated-by-electrical-actuators
#9
Chifu Yang, Jinsong Zhao, Liyi Li, Sunil K Agrawal
Robotic spine brace based on parallel-actuated robotic system is a new device for treatment and sensing of scoliosis, however, the strong dynamic coupling and anisotropy problem of parallel manipulators result in accuracy loss of rehabilitation force control, including big error in direction and value of force. A novel active force control strategy named modal space force control is proposed to solve these problems. Considering the electrical driven system and contact environment, the mathematical model of spatial parallel manipulator is built...
October 20, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29061484/maximum-power-extraction-under-different-vector-control-schemes-and-grid-synchronization-strategy-of-a-wind-driven-brushless-doubly-fed-reluctance-generator
#10
Mohamed G Mousa, S M Allam, Essam M Rashad
This paper proposes an advanced strategy to synchronize the wind-driven Brushless Doubly-Fed Reluctance Generator (BDFRG) to the grid-side terminals. The proposed strategy depends mainly upon determining the electrical angle of the grid voltage, θv and using the same transformation matrix of both the power winding and grid sides to ensure that the generated power-winding voltage has the same phase-sequence of the grid-side voltage. On the other hand, the paper proposes a vector-control (power-winding flux orientation) technique for maximum wind-power extraction under two schemes summarized as; unity power-factor operation and minimum converter-current...
October 20, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29055494/suppression-of-the-noise-induced-effects-in-an-electrostatic-micro-plate-using-an-adaptive-back-stepping-sliding-mode-control
#11
Peguy Roussel Nwagoum Tuwa, P Woafo
In this work, an adaptive backstepping sliding mode control approach is applied through the piezoelectric layer in order to control and to stabilize an electrostatic micro-plate. The mathematical model of the system by taking into account the small fluctuations in the gap considered as bounded noise is carried out. The accuracy of the proposed modal equation is proven using the method of lines. By using both approaches, the effects of noise are presented. It is found that they lead to pull-in instability as well as to random chaos...
October 19, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29054316/model-predictive-control-for-systems-with-fast-dynamics-using-inverse-neural-models
#12
Marios Stogiannos, Alex Alexandridis, Haralambos Sarimveis
In this work, a novel model predictive control (MPC) scheme is introduced, by integrating direct and indirect neural control methodologies. The proposed approach makes use of a robust inverse radial basis function (RBF) model taking into account the applicability domain criterion, in order to provide a suitable initial starting point for the optimizer, thus helping to solve the optimization problem faster. The performance of the proposed controller is evaluated on the control of a highly nonlinear system with fast dynamics and compared with different control schemes...
October 17, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29033145/a-novel-optimization-algorithm-for-mimo-hammerstein-model-identification-under-heavy-tailed-noise
#13
Qibing Jin, Hehe Wang, Qixin Su, Beiyan Jiang, Qie Liu
In this paper, we study the system identification of multi-input multi-output (MIMO) Hammerstein processes under the typical heavy-tailed noise. To the best of our knowledge, there is no general analytical method to solve this identification problem. Motivated by this, we propose a general identification method to solve this problem based on a Gaussian-Mixture Distribution intelligent optimization algorithm (GMDA). The nonlinear part of Hammerstein process is modeled by a Radial Basis Function (RBF) neural network, and the identification problem is converted to an optimization problem...
October 12, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29029796/robust-cubature-kalman-filter-for-gnss-ins-with-missing-observations-and-colored-measurement-noise
#14
Bingbo Cui, Xiyuan Chen, Xihua Tang, Haoqian Huang, Xiao Liu
In order to improve the accuracy of GNSS/INS working in GNSS-denied environment, a robust cubature Kalman filter (RCKF) is developed by considering colored measurement noise and missing observations. First, an improved cubature Kalman filter (CKF) is derived by considering colored measurement noise, where the time-differencing approach is applied to yield new observations. Then, after analyzing the disadvantages of existing methods, the measurement augment in processing colored noise is translated into processing the uncertainties of CKF, and new sigma point update framework is utilized to account for the bounded model uncertainties...
October 10, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29029795/autonomous-health-management-for-pmsm-rail-vehicles-through-demagnetization-monitoring-and-prognosis-control
#15
Gang Niu, Junjie Jiang, Byeng D Youn, Michael Pecht
Autonomous vehicles are playing an increasingly importance in support of a wide variety of critical events. This paper presents a novel autonomous health management scheme on rail vehicles driven by permanent magnet synchronous motors (PMSMs). Firstly, the PMSMs are modeled based on first principle to deduce the initial profile of pneumatic braking (p-braking) force, then which is utilized for real-time demagnetization monitoring and degradation prognosis through similarity-based theory and generate prognosis-enhanced p-braking force strategy for final optimal control...
October 10, 2017: ISA Transactions
https://www.readbyqxmd.com/read/29017769/modified-kernel-principal-component-analysis-using-double-weighted-local-outlier-factor-and-its-application-to-nonlinear-process-monitoring
#16
Xiaogang Deng, Lei Wang
Traditional kernel principal component analysis (KPCA) based nonlinear process monitoring method may not perform well because its Gaussian distribution assumption is often violated in the real industrial processes. To overcome this deficiency, this paper proposes a modified KPCA method based on double-weighted local outlier factor (DWLOF-KPCA). In order to avoid the assumption of specific data distribution, local outlier factor (LOF) is introduced to construct two LOF-based monitoring statistics, which are used to substitute for the traditional T(2) and SPE statistics, respectively...
October 7, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28992943/perturbed-cooperative-state-feedback-strategy-for-model-predictive-networked-control-of-interconnected-systems
#17
Tri Tran, Q P Ha
A perturbed cooperative-state feedback (PSF) strategy is presented for the control of interconnected systems in this paper. The subsystems of an interconnected system can exchange data via the communication network that has multiple connection topologies. The PSF strategy can resolve both issues, the sensor data losses and the communication network breaks, thanks to the two components of the control including a cooperative-state feedback and a perturbation variable, e.g., ui=Kijxj+wi. The PSF is implemented in a decentralized model predictive control scheme with a stability constraint and a non-monotonic storage function (ΔV(x(k))≥0), derived from the dissipative systems theory...
October 6, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28988666/distributed-synchronization-of-networked-drive-response-systems-a-nonlinear-fixed-time-protocol
#18
Wen Zhao, Gang Liu, Xi Ma, Bing He, Yunfeng Dong
The distributed synchronization of networked drive-response systems is investigated in this paper. A novel nonlinear protocol is proposed to ensure that the tracking errors converge to zeros in a fixed-time. By comparison with previous synchronization methods, the present method considers more practical conditions and the synchronization time is not dependent of arbitrary initial conditions but can be offline pre-assign according to the task assignment. Finally, the feasibility and validity of the presented protocol have been illustrated by a numerical simulation...
October 5, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28987885/fractional-order-implementation-of-integral-resonant-control-a-nanopositioning-application
#19
Andres San-Millan, Vicente Feliu-Batlle, Sumeet S Aphale
By exploiting the co-located sensor-actuator arrangement in typical flexure-based piezoelectric stack actuated nanopositioners, the polezero interlacing exhibited by their axial frequency response can be transformed to a zero-pole interlacing by adding a constant feed-through term. The Integral Resonant Control (IRC) utilizes this unique property to add substantial damping to the dominant resonant mode by the use of a simple integrator implemented in closed loop. IRC used in conjunction with an integral tracking scheme, effectively reduces positioning errors introduced by modelling inaccuracies or parameter uncertainties...
October 4, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28985951/a-generalized-smith-predictor-for-unstable-time-delay-siso-systems
#20
R Sanz, P García, P Albertos
In this work, a generalization of the Smith Predictor (SP) is proposed to control linear time-invariant (LTI) time-delay single-input single-output (SISO) systems. Similarly to the SP, the combination of any stabilizing output-feedback controller for the delay-free system with the proposed predictor leads to a stabilizing controller for the delayed system. Furthermore, the tracking performance and the steady-state disturbance rejection capabilities of the equivalent delay-free loop are preserved. In order to place this contribution in context, some modifications of the SP are revisited and recast under the same structure...
October 4, 2017: ISA Transactions
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