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ISA Transactions

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https://www.readbyqxmd.com/read/28438332/adaptive-fuzzy-wavelet-network-control-of-second-order-multi-agent-systems-with-unknown-nonlinear-dynamics
#1
Mehdi Taheri, Farid Sheikholeslam, Majddedin Najafi, Maryam Zekri
In this paper, consensus problem is considered for second order multi-agent systems with unknown nonlinear dynamics under undirected graphs. A novel distributed control strategy is suggested for leaderless systems based on adaptive fuzzy wavelet networks. Adaptive fuzzy wavelet networks are employed to compensate for the effect of unknown nonlinear dynamics. Moreover, the proposed method is developed for leader following systems and leader following systems with state time delays. Lyapunov functions are applied to prove uniformly ultimately bounded stability of closed loop systems and to obtain adaptive laws...
April 21, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28434631/passivity-analysis-of-neural-networks-with-two-different-markovian-jumping-parameters-and-mixed-time-delays
#2
Jiaojiao Ren, Xinzhi Liu, Hong Zhu, Shouming Zhong
This paper studies the problem of passivity analysis for neural networks with two different Markovian jumping parameters and mixed time delays utilizing some integral inequalities. The integral inequalities produce sharper bounds than what the Jensen's inequality produces, consequently, better results are obtained. The Markovian jumping parameters in connection weight matrices and discrete delay are assumed to be different in the system model. By constructing a new appropriate Lyapunov-Krasovskii functional (LKF), some sufficient conditions are established which guarantee the passivity of the proposed model...
April 20, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28434630/generalized-characteristic-ratios-assignment-for-commensurate-fractional-order-systems-with-one-zero
#3
Mohammad Tabatabaei
In this paper, a new method for determination of the desired characteristic equation and zero location of commensurate fractional order systems is presented. The concept of the characteristic ratio is extended for zero-including commensurate fractional order systems. The generalized version of characteristic ratios is defined such that the time-scaling property of characteristic ratios is also preserved. The monotonicity of the magnitude frequency response is employed to assign the generalized characteristic ratios for commensurate fractional order transfer functions with one zero...
April 20, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28427719/improved-finite-control-set-model-predictive-control-for-active-front-end-rectifiers-with-simplified-computational-approach-and-on-line-parameter-identification
#4
Xing Liu, Dan Wang, Zhouhua Peng
In this paper, an improved finite-control-set model predictive control method is proposed for active front-end rectifiers where the computational effort and parameter mismatch problems are taken into account simultaneously. Specifically, a desired voltage vector which only requires one exploration is directly selected by using a single cost function, and the process of selection of the desired voltage vector is optimized by using a sector distribution method. Meanwhile, a model reference adaptive system-based online parameter identification approach is presented to alleviate the parameter mismatch problem...
April 17, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28427718/improved-linear-quadratic-and-proportional-control-system-for-improved-liquid-level-system-regulation-in-a-coke-fractionation-tower
#5
Jili Tao, Qinru Fan, Longhua Ma
A new linear quadratic regulation (LQ) control plus a proportional (P) control system is proposed for the level regulation in an industrial coke fractionation tower. The process is first stabilized using a P controller and then a subsequent LQ controller is designed for the P control system. The P control system is modeled as a generalized first order plus dead time (FOPDT) process using step-response test and the LQ-P controller is designed through a new state space structure. Performance in terms of regulatory and servo issues were investigated...
April 17, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28420534/adaptive-compensation-control-for-attitude-adjustment-of-quad-rotor-unmanned-aerial-vehicle
#6
Zhankui Song, Kaibiao Sun
A compensation control strategy based on adaptive back-stepping technique is presented to address the problem of attitude adjustment for a quad-rotor unmanned aerial vehicle (QR- UAV) with inertia parameter uncertainties, the limited airflow disturbance and the partial loss of rotation speed effectiveness. In the design process of control system, adaptive estimation technique is introduced into the closed loop system in order to compensate the lumped disturbance term. More specifically, the designed controller utilizes "prescribed performance bounds" method, and therefore guarantees the transient performance of tracking errors, even in the presence of the lumped disturbance...
April 15, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28420533/observer-based-consensus-of-networked-thrust-propelled-vehicles-with-directed-graphs
#7
Weiye Cang, Zhongkui Li, Hanlei Wang
In this paper, we investigate the consensus problem for networked underactuated thrust-propelled vehicles (TPVs) interacting on directed graphs. We propose distributed observer-based consensus protocols, which avoid the reliance on the measurements of translational velocities and accelerations. Using the input-output analysis, we present necessary and sufficient conditions to ensure that the observer-based protocols can achieve consensus for both the cases without and with constant communication delays, provided that the communication graph contains a directed spanning tree...
April 15, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28416182/dynamical-tuning-for-mpc-using-population-games-a-water-supply-network-application
#8
Julian Barreiro-Gomez, Carlos Ocampo-Martinez, Nicanor Quijano
Model predictive control (MPC) is a suitable strategy for the control of large-scale systems that have multiple design requirements, e.g., multiple physical and operational constraints. Besides, an MPC controller is able to deal with multiple control objectives considering them within the cost function, which implies to determine a proper prioritization for each of the objectives. Furthermore, when the system has time-varying parameters and/or disturbances, the appropriate prioritization might vary along the time as well...
April 15, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28416181/a-comparison-of-a-novel-robust-decentralised-control-strategy-and-mpc-for-industrial-high-purity-high-recovery-multicomponent-distillation
#9
Isuru A Udugama, Florian Wolfenstetter, Robert Kirkpatrick, Wei Yu, Brent R Young
In this work we have developed a novel, robust practical control structure to regulate an industrial methanol distillation column. This proposed control scheme is based on a override control framework and can manage a non-key trace ethanol product impurity specification while maintaining high product recovery. For comparison purposes, a MPC with a discrete process model (based on step tests) was also developed and tested. The results from process disturbance testing shows that, both the MPC and the proposed controller were capable of maintaining both the trace level ethanol specification in the distillate (XD) and high product recovery (β)...
April 14, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28411953/adaptive-fuzzy-control-of-a-class-of-nonaffine-nonlinear-system-with-input-saturation-based-on-passivity-theorem
#10
Ali Molavi, Aliakbar Jalali, Mahdi Ghasemi Naraghi
In this paper, based on the passivity theorem, an adaptive fuzzy controller is designed for a class of unknown nonaffine nonlinear systems with arbitrary relative degree and saturation input nonlinearity to track the desired trajectory. The system equations are in normal form and its unforced dynamic may be unstable. As relative degree one is a structural obstacle in system passivation approach, in this paper, backstepping method is used to circumvent this obstacle and passivate the system step by step. Because of the existence of uncertainty and disturbance in the system, exact passivation and reference tracking cannot be tackled, so the approximate passivation or passivation with respect to a set is obtained to hold the tracking error in a neighborhood around zero...
April 12, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28411952/improved-design-of-constrained-model-predictive-tracking-control-for-batch-processes-against-unknown-uncertainties
#11
Sheng Wu, Qibing Jin, Ridong Zhang, Junfeng Zhang, Furong Gao
In this paper, an improved constrained tracking control design is proposed for batch processes under uncertainties. A new process model that facilitates process state and tracking error augmentation with further additional tuning is first proposed. Then a subsequent controller design is formulated using robust stable constrained MPC optimization. Unlike conventional robust model predictive control (MPC), the proposed method enables the controller design to bear more degrees of tuning so that improved tracking control can be acquired, which is very important since uncertainties exist inevitably in practice and cause model/plant mismatches...
April 12, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28410748/a-proportional-integral-estimator-based-clock-synchronization-protocol-for-wireless-sensor-networks
#12
Wenlun Yang, Minyue Fu
Clock synchronization is an issue of vital importance in applications of WSNs. This paper proposes a proportional integral estimator-based protocol (EBP) to achieve clock synchronization for wireless sensor networks. As each local clock skew gradually drifts, synchronization accuracy will decline over time. Compared with existing consensus-based approaches, the proposed synchronization protocol improves synchronization accuracy under time-varying clock skews. Moreover, by restricting synchronization error of clock skew into a relative small quantity, it could reduce periodic re-synchronization frequencies...
April 12, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28410747/robust-guaranteed-cost-tracking-control-of-quadrotor-uav-with-uncertainties
#13
Zhiwei Xu, Xiaohong Nian, Haibo Wang, Yinsheng Chen
In this paper, a robust guaranteed cost controller (RGCC) is proposed for quadrotor UAV system with uncertainties to address set-point tracking problem. A sufficient condition of the existence for RGCC is derived by Lyapunov stability theorem. The designed RGCC not only guarantees the whole closed-loop system asymptotically stable but also makes the quadratic performance level built for the closed-loop system have an upper bound irrespective to all admissible parameter uncertainties. Then, an optimal robust guaranteed cost controller is developed to minimize the upper bound of performance level...
April 12, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28400061/nonlinear-model-predictive-control-of-managed-pressure-drilling
#14
Anirudh Nandan, Syed Imtiaz
A new design of nonlinear model predictive controller (NMPC) is proposed for managed pressure drilling (MPD) system. The NMPC is based on output feedback control architecture and employs offset-free formulation proposed in [1]. NMPC uses active set method for computing control inputs. The controller implements an automatic switching from constant bottom hole pressure (CBHP) regulation to flow control mode in the event of a reservoir kick. In the flow control mode the controller automatically raises the bottom hole pressure setpoint, and thereby keeps the reservoir fluid flow to the surface within a tunable threshold...
April 8, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28390654/image-edge-detection-based-tool-condition-monitoring-with-morphological-component-analysis
#15
Xiaolong Yu, Xin Lin, Yiquan Dai, Kunpeng Zhu
The measurement and monitoring of tool condition are keys to the product precision in the automated manufacturing. To meet the need, this study proposes a novel tool wear monitoring approach based on the monitored image edge detection. Image edge detection has been a fundamental tool to obtain features of images. This approach extracts the tool edge with morphological component analysis. Through the decomposition of original tool wear image, the approach reduces the influence of texture and noise for edge measurement...
April 5, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28390653/robust-particle-filter-for-state-estimation-using-measurements-with-different-types-of-gross-errors
#16
Zhiliang Zhu, Zhiqiang Meng, Zhengjiang Zhang, Junghui Chen, Yuxing Dai
For industrial processes, the state estimation plays a key role in various applications, such as process monitoring and model based control. Although the particle filter (PF) is able to deal with nonlinear and non-Gaussian processes, it rarely considers the influence of measurements with gross errors, such as outliers, biases and drifts. Nevertheless, measurements of dynamical systems are often influenced by different types of gross errors. This paper proposes a robust PF approach, in which gross error identification is used to estimate magnitudes of gross error...
April 5, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28389008/robust-fast-controller-design-via-nonlinear-fractional-differential-equations
#17
Xi Zhou, Yiheng Wei, Shu Liang, Yong Wang
A new method for linear system controller design is proposed whereby the closed-loop system achieves both robustness and fast response. The robustness performance considered here means the damping ratio of closed-loop system can keep its desired value under system parameter perturbation, while the fast response, represented by rise time of system output, can be improved by tuning the controller parameter. We exploit techniques from both the nonlinear systems control and the fractional order systems control to derive a novel nonlinear fractional order controller...
April 4, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28389007/single-image-super-resolution-using-self-optimizing-mask-via-fractional-order-gradient-interpolation-and-reconstruction
#18
Qi Yang, Yanzhu Zhang, Tiebiao Zhao, YangQuan Chen
Image super-resolution using self-optimizing mask via fractional-order gradient interpolation and reconstruction aims to recover detailed information from low-resolution images and reconstruct them into high-resolution images. Due to the limited amount of data and information retrieved from low-resolution images, it is difficult to restore clear, artifact-free images, while still preserving enough structure of the image such as the texture. This paper presents a new single image super-resolution method which is based on adaptive fractional-order gradient interpolation and reconstruction...
April 4, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28385193/admissibility-and-robust-stabilization-of-continuous-linear-singular-fractional-order-systems-with-the-fractional-order-%C3%AE-the-0-%C3%AE-1-case
#19
Xuefeng Zhang, YangQuan Chen
This paper presents three different necessary and sufficient conditions for the admissibility and robust stabilization of singular fractional order systems (FOS) with the fractional order α:0<α<1 case. Two results are obtained in terms of strict linear matrix inequalities (LMIs) without equality constraint. The system uncertainties considered are norm bounded instead of interval uncertainties. The equivalence between quadratic admissibility and general quadric stability for FOS are derived. A condition is not only strict LMI condition without quality constraint but also avoid a singularity trouble caused by the superfluous solved variable...
April 3, 2017: ISA Transactions
https://www.readbyqxmd.com/read/28385192/fault-detection-of-feed-water-treatment-process-using-pca-wd-with-parameter-optimization
#20
Shirong Zhang, Qian Tang, Yu Lin, Yuling Tang
Feed water treatment process (FWTP) is an essential part of utility boilers; and fault detection is expected for its reliability improvement. Classical principal component analysis (PCA) has been applied to FWTPs in our previous work; however, the noises of T(2) and SPE statistics result in false detections and missed detections. In this paper, Wavelet denoise (WD) is combined with PCA to form a new algorithm, (PCA-WD), where WD is intentionally employed to deal with the noises. The parameter selection of PCA-WD is further formulated as an optimization problem; and PSO is employed for optimization solution...
April 3, 2017: ISA Transactions
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