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Unveiling climate-driven water surface dynamics in the largest tropical lake in Borneo:A machine learning approach using multi-source satellite imagery
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作者 Mohamad Rifai Harintaka 《Artificial Intelligence in Geosciences》 2025年第2期398-411,共14页
Tropical lakes such as Lake Sentarum in Kalimantan,Indonesia,represent ecologically rich ecosystems with high biodiversity and constitute the largest lake on the island of Kalimantan.This lake serves as a sensitive in... Tropical lakes such as Lake Sentarum in Kalimantan,Indonesia,represent ecologically rich ecosystems with high biodiversity and constitute the largest lake on the island of Kalimantan.This lake serves as a sensitive indicator of climate change;however,its monitoring is often hindered by persistent cloud cover.This study evaluates the effectiveness of a Gradient Tree Boosting machine learning model integrated with multisource satellite data,including optical imagery,Sentinel-1 SAR,Sentinel-2,and high resolution NICFI data,in accurately mapping surface water dynamics.The Gradient Tree Boosting model was trained and validated using water and non water samples collected from annual imagery spanning 2019 to 2024,achieving validation accuracies ranging from 80 percent to 97 percent.Results demonstrate that Gradient Tree Boosting successfully integrates the strengths of each sensor,producing consistent annual water maps despite extreme hydrological fluctuations caused by El Nino and La Nina events.These findings highlight the model’s potential application in water resource man-agement,particularly in providing accurate baseline data to support adaptation planning for droughts and floods in climate vulnerable regions. 展开更多
关键词 Water surface dynamics Lake monitoring Gradient tree boosting GEE
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Surface dynamics of Rh/Al_(2)O_(3)during propane dehydrogenation
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作者 Shuyi Li Changle Mu +3 位作者 Nianqiu He Jie Xu Yanping Zheng Mingshu Chen 《Chinese Journal of Catalysis》 SCIE CAS CSCD 2024年第7期145-155,共11页
The surface structures of heterogeneous catalysts significantly impact catalytic performance,especially for structure-sensitive reactions.In this study,we employed surface techniques such as low-energy ion scattering ... The surface structures of heterogeneous catalysts significantly impact catalytic performance,especially for structure-sensitive reactions.In this study,we employed surface techniques such as low-energy ion scattering spectroscopy,X-ray photoelectron spectroscopy,and Fourier transform infrared spectroscopy with CO as a probe(CO-FTIR)to investigate the surface dynamics of Rh/Al_(2)O_(3)catalysts for propane dehydrogenation(PDH).We observed a notable induction process for PDH on Rh/Al_(2)O_(3)catalysts,marked by significant variations in propane conversion,methane,and propylene selectivities.These changes were attributed to substantial coke formation.Aberration-corrected high-angle annular dark-field scanning transmission electron microscopy)and CO-FTIR revealed the coexistence of Rh nanoparticles,clusters,and single atoms on the surface.Through various dynamic quasi in-situ characterizations,we found that coke preferentially covered Rh clusters,thereby inhibiting C-C bond breaking and methane formation.Meanwhile,Rh single atoms were less affected by coke coverage and remained exposed as active and selective sites for PDH,favoring propylene production.This work underscores the sensitivity of PDH to the sizes of Rh species,with isolated Rh single atoms promoting propylene formation. 展开更多
关键词 Propane dehydrogenation RHODIUM COKE Single atom Quasi in-situ spectroscopy surface dynamics
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Direct measurement of the surface dynamics of supercooled liquid-glycerol by optical scanning a film
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作者 张芳 张国峰 +4 位作者 董双丽 孙建虎 陈瑞云 肖连团 贾锁堂 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第9期3918-3921,共4页
The surface dynamics of supercooled liquid-glycerol is studied by scanning the thickness of the glycerol film with single photon detection. Measurements are performed at room temperature well above the glyeerol's gla... The surface dynamics of supercooled liquid-glycerol is studied by scanning the thickness of the glycerol film with single photon detection. Measurements are performed at room temperature well above the glyeerol's glass transition temperature. It is shown that the surface dynamics of the glycerol film is very sensitive to the temperature. The linear relationship between the thickness of the film and the viscosity predicted by the Vogel Pulcher-Tammann Hesse (VFTH) law is also presented experimentally. 展开更多
关键词 supercooled liquids surface dynamics VISCOSITY single photon detection
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Molecular Dynamics Simulation of Tensile Deformation and Fracture of γ-TiAl with and without Surface Defects 被引量:10
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作者 H.N.Wu D.S.Xu +1 位作者 H.Wang R.Yang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2016年第10期1033-1042,共10页
Molecular dynamics simulation of uniaxial tension along [001] has been performed to study the influence of various surface defects on the initiation of plastic deformation and fracture of γ-TiAl single crystals.The r... Molecular dynamics simulation of uniaxial tension along [001] has been performed to study the influence of various surface defects on the initiation of plastic deformation and fracture of γ-TiAl single crystals.The results indicate that brittle fracture occurs in perfect bulk; surfaces and edges will be detrimental to the strength of materials and provide dislocation nucleation site. The defects on surfaces and edges cause further weakening with various effects depending on defect type, size, position and orientation,while the edge dimples are the most influential. For γ-TiAl rods with surface dimples, dislocations nucleate from an edge of the rod when dimples are small, dimple dislocation nucleation occurs only when the dimples are larger than a strain rate dependent critical size. The dislocations nucleated upon [001]tension are super dislocations with Burger vectors 〈011] or 1/2 〈 112] containing four 1/6 〈 112 〉 partials. The effects of surface scratches are orientation and shape sensitive. Scratches parallel to the loading direction have little influence, while sharp ones perpendicular to the loading direction may cause crack and thus should be avoided. This simulation also shows that, any type of surface defect would lower strength,and cause crack in some cases. But some may facilitate dislocation nucleation and improve ductility of TiAl if well controlled. 展开更多
关键词 Intermetallic compounds Superdislocation Fracture surface defects Molecular dynamics
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Morphodynamic signatures derived from daily surface elevation dynamics can explain the morphodynamic development of tidal flats 被引量:1
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作者 Tim J.Grandjean Jaco C.de Smit +4 位作者 Jim van Belzen Gregory S.Fivash Jeroen van Dalen Tom Ysebaert Tjeerd J.Bouma 《Water Science and Engineering》 EI CAS CSCD 2023年第1期14-25,共12页
Understanding the sensitivity of tidal flats to environmental changes is challenging.Currently,most studies rely on process-based models to systematically explain the morphodynamic evolution of tidal flats.In this stu... Understanding the sensitivity of tidal flats to environmental changes is challenging.Currently,most studies rely on process-based models to systematically explain the morphodynamic evolution of tidal flats.In this study,we proposed an alternative empirical approach to explore tidal flat dynamics using statistical indices based on long-term time series of daily surface elevation development.Surface elevation dynamic(SED)indices focus on the magnitude and period of surface elevation changes,while morphodynamic signature(MDS)indices relate sediment dynamics to environmental drivers.The statistical analyses were applied to an intervention site in the Netherlands to determine the effect of recently constructed groynes on the tidal flat.Using these analyses,we were able to(1)detect a reduction in the daily SED and(2)determine that the changes in the daily SED were predominantly caused by the reduction in wave impact between the groynes rather than the reduction in tidal currents.Overall,the presented results showed that the combination of novel statistical indices provides new insights into the trajectories of tidal flats,ecosystem functioning,and sensitivity to physical drivers(wind and tides).Finally,we suggested how the SED and MDS indices may help to explore the future trajectories and climate resilience of intertidal habitats. 展开更多
关键词 surface elevation dynamics Tidal flat trajectories Morphodynamic development Morphodynamic signature Bed level dynamics
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Molecular Dynamics Study of Hydrogen Dissociation on Pd Surfaces using Reactive Force Fields
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作者 Yue-mei Sun Xiang-jian Shen Xiao-hong Yan 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2017年第1期71-76,I0001,I0002,共8页
Developing a widely-used reactive force field is meaningful to explore the fundamental reaction mechanism on gas-surface chemical reaction dynamics due to its very high computational efficiency. We here present a stud... Developing a widely-used reactive force field is meaningful to explore the fundamental reaction mechanism on gas-surface chemical reaction dynamics due to its very high computational efficiency. We here present a study of hydrogen and its deuterated molecules dissociation on Pd surfaces based on a full-dimensional potential energy surface (PES) constructed by using a simple second moment approximation reactive force field (SMA RFF). Although the descriptions of the adsorbate-substrate interaction contain only the dissociation reaction of H2/Pd(111) system, a good transferability of SMA potential energy surface (PES) is shown to investigate the hydrogen dissociation on Pd(100). Our simulation results show that, the dissociation probabilities of H2 and its deuterated molecules on Pd(111) and Pd(100) surfaces keep non-monotonous variations with respect to the incident energy Ei, which is in good agreement with the previous ab initio molecular dynamics. Furthermore, for the oriented molecules, the dissociation probabilities of the oriented H2 (D2 and T2) molecule have the same orientation dependence behavior as those oriented HD (HT and DT) molecules. 展开更多
关键词 surface reaction dynamics Hydrogen dissociation Reactive force fields Isotope effect
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Molecular dynamics simulation of nanoscale surface diffusion of heterogeneous adatoms clusters
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作者 Muhammad Imran Fayyaz Hussain +6 位作者 Muhammad Rashid Muhammad Ismail Hafeez Ullah Yongqing Cai M Arshad Javid Ejaz Ahmad S A Ahmad 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第7期341-348,共8页
Molecular dynamics simulation employing the embedded atom method potential is utilized to investigate nanoscale surface diffusion mechanisms of binary heterogeneous adatoms clusters at 300 K, 500 K, and 700 K. Surface... Molecular dynamics simulation employing the embedded atom method potential is utilized to investigate nanoscale surface diffusion mechanisms of binary heterogeneous adatoms clusters at 300 K, 500 K, and 700 K. Surface diffusion of heterogeneous adatoms clusters can be vital for the binary island growth on the surface and can be useful for the formation of alloy-based thin film surface through atomic exchange process. The results of the diffusion process show that at 300 K, the diffusion of small adatoms clusters shows hopping, sliding, and shear motion; whereas for large adatoms clusters(hexamer and above), the diffusion is negligible. At 500 K, small adatoms clusters, i.e., dimer, show almost all possible diffusion mechanisms including the atomic exchange process; however no such exchange is observed for adatoms clusters greater than dimer. At 700 K, the exchange mechanism dominates for all types of clusters, where Zr adatoms show maximum tendency and Ag adatoms show minimum or no tendency toward the exchange process. Separation and recombination of one or more adatoms are also observed at 500 K and 700 K. The Ag adatoms also occupy pop-up positions over the adatoms clusters for short intervals. At 700 K, the vacancies are also generated in the vicinity of the adatoms cluster,vacancy formation, filling, and shifting can be observed from the results. 展开更多
关键词 molecular dynamics surface diffusion adatoms atomic exchange
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Dynamics of a Rotating Sphere on Free Surface of Vibrated Granular Materials
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作者 Adones B.Dengal Joel T.Maquiling 《Chinese Physics Letters》 SCIE CAS CSCD 2018年第8期44-48,共5页
We investigate the rotational dynamics of a low-density sphere on the free surface of a vertically vibrated granular material(VGM). The dynamical behavior of the sphere is influenced by the external energy input fro... We investigate the rotational dynamics of a low-density sphere on the free surface of a vertically vibrated granular material(VGM). The dynamical behavior of the sphere is influenced by the external energy input from an electromagnetic shaker which is proportional to ε,where ε is equal to the ratio between the square of the dimensionless acceleration Γ and the square of the vibration frequency f of the container. Empirical results reveal that as the VGM transits from local-to-global convection,an increase in ε generally corresponds to an increase in the magnitudes of the rotational ω(RS) and translational v(CM) velocities of the sphere, an increase in the observed tilting angle θ(bed) of the VGM bed, and a decrease in the time t(wall) it takes the sphere to roll down the tilted VGM bed and hit the container wall. During unstable convection, an increase in ε results in a sharp decrease in the sphere's peak and mean ω(RS),and a slight increase in t(wall).For the range of ε values covered in this study, the sphere may execute persistent rotation, wobbling or jamming, depending on the vibration parameters and the resulting convective flow in the system. 展开更多
关键词 dynamics of a Rotating Sphere on Free surface of Vibrated Granular Materials
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Fixed-time Target-guided Coordinate Control of Unmanned Surface Vehicles Based on Dynamic Surface Control
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作者 LI Chao−yi XU Hai−xiang +2 位作者 YU Wen−zhao DU Zhe DING Ya−nan 《船舶力学》 北大核心 2025年第6期849-862,共14页
This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only b... This paper presents an investigation on the target-guided coordinated control(TACC)of unmanned surface vehicles(USVs).In the scenario of tracking non-cooperative targets,the status information of the target can only be obtained by some USVs.In order to achieve semi-encirclement tracking of noncooperative targets under maritime security conditions,a fixed-time tracking control method based on dynamic surface control(DSC)is proposed in this paper.Firstly,a novel TACC architecture with decoupled kinematic control law and decoupled kinetic control law was designed to reduce the complexity of control system design.Secondly,the proposed DSC-based target-guided kinematic control law including tracking points pre-allocation strategy and sigmoid artificial potential functions(SigAPFs)can avoid collisions during tracking process and optimize kinematic control output.Finally,a fixed-time TACC system was proposed to achieve fast convergence of kinematic and kinetics errors.The effectiveness of the proposed TACC approach in improving target tracking safety and reducing control output chattering was verified by simulation comparison results. 展开更多
关键词 unmanned surface vehicle distributed control target-guided coordinate control fixed-time convergence dynamic surface control
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Robust adaptive dynamic surface control for nonlinear uncertain systems 被引量:5
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作者 朱永红 姜长生 费树岷 《Journal of Southeast University(English Edition)》 EI CAS 2003年第2期126-131,共6页
We propose a new method for robust adaptive backstepping control of nonlinear systems with parametric uncertainties and disturbances in the strict feedback form. The method is called dynamic surface control. Traditio... We propose a new method for robust adaptive backstepping control of nonlinear systems with parametric uncertainties and disturbances in the strict feedback form. The method is called dynamic surface control. Traditional backstepping algorithms require repeated differentiations of the modelled nonlinearities. The addition of n first order low pass filters allows the algorithm to be implemented without differentiating any model nonlinearities, thus ending the complexity arising due to the 'explosion of terms' that makes other methods difficult to implement in practice. The combined robust adaptive backstepping/first order filter system is proved to be semiglobally asymptotically stable for sufficiently fast filters by a singular perturbation approach. The simulation results demonstrate the feasibility and effectiveness of the controller designed by the method. 展开更多
关键词 nonlinear systems robust control adaptive control dynamic surface control UNCERTAINTIES
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Numerical simulation of dynamic surface deformation based on DInSAR monitoring 被引量:3
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作者 阎跃观 戴华阳 +3 位作者 葛林林 郭俊廷 AlexHay-ManNG 李晓静 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第4期1248-1254,共7页
Differential interferometric synthetic aperture radar (DInSAR) technology is a new method to monitor the dynamic surface subsidence. It can monitor the large scope of dynamic deformation process of surface subsidenc... Differential interferometric synthetic aperture radar (DInSAR) technology is a new method to monitor the dynamic surface subsidence. It can monitor the large scope of dynamic deformation process of surface subsidence basin and better reflect the surface subsidence form in different stages. But under the influence of factors such as noise and other factors, the tilt and horizontal deformation curves regularity calculated by DInSAR data are poorer and the actual deviation is larger. The tilt and horizontal deformations are the important indices for the safety of surface objects protection. Numerical simulation method was used to study the dynamic deformation of LW32 of West Cliff colliery in Australia based on the DInSAR monitoring data. The result indicates that the subsidence curves of two methods fit well and the correlation coefficient is more than 95%. The other deformations calculated by numerical simulation results are close to the theory form. Therefore, considering the influence, the surface and its subsidiary structures and buildings due to mining, the numerical simulation method based on the DInSAR data can reveal the distribution rules of the surface dynamic deformation values and supply the shortcomings of DInSAR technology. The research shows that the method has good applicability and can provide reference for similar situation. 展开更多
关键词 DInSAR monitoring numerical simulation dynamic surface deformation SUPPLEMENT
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SURFACE STRUCTURE AND BULK PROPERTIES OF FLUORINATED POLY(ETHER URETHANE)S AND POLY(ETHER URETHANE) BLENDS
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作者 傅强 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 2004年第6期559-566,共8页
It has been well known that fluorinated polyurethanes exhibit uniquely low surface energy, biocompatibility and biostability, thermal and oxidative stability and nonsticking behavior. Consequently, these polymers have... It has been well known that fluorinated polyurethanes exhibit uniquely low surface energy, biocompatibility and biostability, thermal and oxidative stability and nonsticking behavior. Consequently, these polymers have attracted considerable interest. However, the mechanical properties of fluorinated polyurethanes usually decline with increasing fluorine contents. The blending of fluorinated polyurethanes with normal polyurethane was carried out to achieve balanced mechanical and surface properties. It was found that polyurethane with good mechanical properties and low surface energy can be obtained by adding a small amount of fluorinated polyurethane. The fluorinated side chains can easily migrate to uppermost surfaces of the blends untill the fluorine level at the surface becomes almost saturated. It has been shown from contact angle, XPS and AFM measurements that only as little as 0.34 wt% of fluorine level is enough to produce a surface saturated with fluorine, and the fluorine level at the uppermost surface is one hundred times higher than that in the blend bulk. The final outer surface structures of the polyurethane blend were independent of the content of the fluorinated polyurethane in the blends due to the surfaces saturated by fluorine. 展开更多
关键词 polyurethane fluorinated polyurethane BLEND surface structure bulk property surface dynamics
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Adaptive block dynamic surface control for integrated missile guidance and autopilot 被引量:59
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作者 Hou Mingzhe Liang Xiaoling Duan Guangren 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第3期741-750,共10页
A novel integrated guidance and autopilot design method is proposed for homing missiles based on the adaptive block dynamic surface control approach. The fully integrated guidance and autopilot model is established by... A novel integrated guidance and autopilot design method is proposed for homing missiles based on the adaptive block dynamic surface control approach. The fully integrated guidance and autopilot model is established by combining the nonlinear missile dynamics with the nonlinear dynamics describing the pursuit situation of a missile and a target in the three-dimensional space. The integrated guidance and autopilot design problem is further converted to a state regulation problem of a time-varying nonlinear system with matched and unmatched uncertainties. A new and simple adaptive block dynamic surface control algorithm is proposed to address such a state regulation problem. The stability of the closed-loop system is proven based on the Lyapunov theory. The six degrees of freedom (6DOF) nonlinear numerical simulation results show that the proposed integrated guidance and autopilot algorithm can ensure the accuracy of target interception and the robust stability of the closed-loop system with respect to the uncertainties in the missile dynamics. 展开更多
关键词 Adaptive control Block dynamic surface control Integrated guidance and autopilot Missile control Nonlinear control
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Adaptive dynamic surface control of NSVs with input saturation using a disturbance observer 被引量:13
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作者 Chen Mou Yu Jing 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2015年第3期853-864,共12页
Abstract An adaptive dynamic surface control (DSC) scheme is proposed for the multiinput and multioutput (MIMO) attitude motion of nearspace vehicles (NSVs) in the presence of external dis turbance, system uncer... Abstract An adaptive dynamic surface control (DSC) scheme is proposed for the multiinput and multioutput (MIMO) attitude motion of nearspace vehicles (NSVs) in the presence of external dis turbance, system uncertainty and input saturation. The external disturbance and the system uncer tainty are efficiently tackled using a Nussbaum disturbance observer (NDO), and the adaptive controller is constructed by combining the dynamic surface control technique to handle the problem of "explosion of complexity" inherent in the conventional backstepping methodl For handling the input saturation, an auxiliary system is designed with the same order as that of the studied MIMO attitude system. Using the error between the saturation input and the desired control input as the input of the designed auxiliary system, a series of signals are generated to compensate for the effect of the saturation in the dynamic surface control design. It is proved that the developed control scheme can guarantee that all signals of the closedloop control system are semiglobally uniformly bounded. Finally, simulation results illustrate that the proposed control scheme can achieve satis factory tracking performance under the composite effects of the input saturation and the external disturbance. 展开更多
关键词 Auxiliary system Disturbance observer Dynamic surface controlInput saturation Near-space vehicle
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Adaptive Dynamic Surface Control for Integrated Missile Guidance and Autopilot 被引量:17
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作者 Ming-Zhe Hou Guang-Ren Duan 《International Journal of Automation and computing》 EI 2011年第1期122-127,共6页
Integrated guidance and control for homing missiles utilizing adaptive dynamic surface control approach is considered based on the three channels independence design idea. A time-varying integrated guidance and contro... Integrated guidance and control for homing missiles utilizing adaptive dynamic surface control approach is considered based on the three channels independence design idea. A time-varying integrated guidance and control model with unmatched uncertainties is first formulated for the pitch channel, and an adaptive dynamic surface control algorithm is further developed to deal with these unmatched uncertainties. It is proved that the proposed feedback controller can ensure not only the accuracy of target interception, but also the stability of the missile dynamics. Then, the same control approach is further applied to the control design of the yaw and roll channels. The 6-degree-of-freedom (6-DOF) nonlinear missile simulation results demonstrate the feasibility and advantage of the proposed integrated guidance and control design scheme. 展开更多
关键词 Integrated guidance and control unmatched uncertainty adaptive control dynamic surface control homing missiles.
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Adaptive dynamic surface control for air-breathing hypersonic vehicle 被引量:6
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作者 Li Zhou Shumin Fei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第3期463-479,共17页
This paper describes an adaptive control approach for an air-breathing hypersonic vehicle. The control objective is to provide robust altitudes and velocity tracking in the presence of model uncertainties and varying ... This paper describes an adaptive control approach for an air-breathing hypersonic vehicle. The control objective is to provide robust altitudes and velocity tracking in the presence of model uncertainties and varying disturbances. A fuzzy-neural disturbance observer is developed to estimate uncertainties and disturbances, and the adaptive controller is synthesized by the dynamic surface approach combing with the observer. The tracking error at the steady state can be guaranteed to converge to inside of a small residue set which the size of the set can be an arbitrary small value. Simulation results demonstrate the effectiveness of the presented approach. 展开更多
关键词 flight control dynamic surface control fuzzy-neura system disturbance observer hypersonic vehicle.
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Integrated guidance and control of guided projectile with multiple constraints based on fuzzy adaptive and dynamic surface 被引量:8
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作者 Shang Jiang Fu-qing Tian +1 位作者 Shi-yan Sun Wei-ge Liang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2020年第6期1130-1141,共12页
Based on fuzzy adaptive and dynamic surface(FADS),an integrated guidance and control(IGC)approach was proposed for large caliber naval gun guided projectile,which was robust to target maneuver,canard dynamic character... Based on fuzzy adaptive and dynamic surface(FADS),an integrated guidance and control(IGC)approach was proposed for large caliber naval gun guided projectile,which was robust to target maneuver,canard dynamic characteristics,and multiple constraints,such as impact angle,limited measurement of line of sight(LOS)angle rate and nonlinear saturation of canard deflection.Initially,a strict feedback cascade model of IGC in longitudinal plane was established,and extended state observer(ESO)was designed to estimate LOS angle rate and uncertain disturbances with unknown boundary inside and outside of system,including aerodynamic parameters perturbation,target maneuver and model errors.Secondly,aiming at zeroing LOS angle tracking error and LOS angle rate in finite time,a nonsingular terminal sliding mode(NTSM)was designed with adaptive exponential reaching law.Furthermore,combining with dynamic surface,which prevented the complex differential of virtual control laws,the fuzzy adaptive systems were designed to approximate observation errors of uncertain disturbances and to reduce chatter of control law.Finally,the adaptive Nussbaum gain function was introduced to compensate nonlinear saturation of canard deflection.The LOS angle tracking error and LOS angle rate were convergent in finite time and whole system states were uniform ultimately bounded,rigorously proven by Lyapunov stability theory.Hardware-in-the-loop simulation(HILS)and digital simulation experiments both showed FADS provided guided projectile with good guidance performance while striking targets with different maneuvering forms. 展开更多
关键词 Integrated guidance and control Multiple constraints Fuzzy adaptive Dynamic surface Nonsingular terminal sliding mode Extended state observer
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Adaptive Fuzzy Dynamic Surface Control of Flexible-Joint Robot Systems With Input Saturation 被引量:31
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作者 Song Ling Huanqing Wang Peter X.Liu 《IEEE/CAA Journal of Automatica Sinica》 EI CSCD 2019年第1期97-107,共11页
In this paper, we propose an adaptive fuzzy dynamic surface control(DSC) scheme for single-link flexible-joint robotic systems with input saturation. A smooth function is utilized with the mean-value theorem to deal w... In this paper, we propose an adaptive fuzzy dynamic surface control(DSC) scheme for single-link flexible-joint robotic systems with input saturation. A smooth function is utilized with the mean-value theorem to deal with the difficulties associated with input saturation. An adaptive DSC design with an auxiliary first-order filter is used to solve the "explosion of complexity"problem. It is proved that all the signals in the closed-loop system are semi-globally uniformly ultimately bounded, and the tracking error eventually converges to a small neighborhood around zero. The main advantage of the proposed method is that only one adaptation parameter needs to be updated,which reduces the computational burden significantly. Simulation results demonstrate the feasibility of the proposed scheme and the comparison results show that the improved DSC method can reduce the computational burden by almost two thirds in comparison with the standard DSC method. 展开更多
关键词 Adaptive fuzzy control dynamic surface control (DSC) flexible-joint (FJ) robots single-link tracking control
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Dynamic surface control-backstepping based impedance control for 5-DOF flexible joint robots 被引量:5
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作者 熊根良 谢宗武 +3 位作者 黄剑斌 刘宏 蒋再男 孙奎 《Journal of Central South University》 SCIE EI CAS 2010年第4期807-815,共9页
A new impedance controller based on the dynamic surface control-backstepping technique to actualize the anticipant dynamic relationship between the motion of end-effector and the external torques was presented. Compar... A new impedance controller based on the dynamic surface control-backstepping technique to actualize the anticipant dynamic relationship between the motion of end-effector and the external torques was presented. Comparing with the traditional backstepping method that has "explosion of terms" problem, the new proposed control system is a combination of the dynamic surface control technique and the backstepping. The dynamic surface control (DSC) technique can resolve the "explosion of terms" problem that is caused by differential coefficient calculation in the model, and the problem can bring a complexity that will cause the backstepping method hardly to be applied to the practical application, especially to the multi-joint robot. Finally, the validity of the method was proved in the laboratory environment that was set up on the 5-DOF (degree of freedom) flexible joint robot. Tracking errors of DSC-backstepping impedance control that were 2.0 and 1.5 mm are better than those of backstepping impedance control which were 3.5 and 2.5 mm in directions X, Y in free space, respectively. And the anticipant Cartesian impedance behavior and compliant behavior were nchieved successfully as depicted theoretically. 展开更多
关键词 Cartesian impedance control dynamic surface control BACKSTEPPING PPSeCo flexible joint robots
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Observer-based Guidance Law Accounting for Second-order Dynamics of Missile Autopilots 被引量:5
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作者 Ping-Ping Qu Di Zhou 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第1期17-22,共6页
Accounting for the missile autopilot as second-order dynamics, an observer-based guidance law is designed based on the dynamic surface control method. Some first-order low-pass filters are introduced into the design p... Accounting for the missile autopilot as second-order dynamics, an observer-based guidance law is designed based on the dynamic surface control method. Some first-order low-pass filters are introduced into the design process to avoid the occurrence of high-order derivatives of the line of sight angle in the expression of guidance law such that it can be implemented in practical applications. The proposed guidance law is effective in compensating the bad influence of the autopilot lag on guidance accuracy. In the simulations of intercepting non maneuvering targets, targets with step acceleration, and targets with sinusoidal acceleration respectively, the guidance law is compared with the adaptive sliding mode guidance law in the presence of missile autopilot lag. The simulation results show that the proposed guidance law is able to guide a missile to accurately intercept a maneuvering target, even if it escapes in a great and fast maneuver and the autopilot has a relatively large lag. 展开更多
关键词 MISSILE guidance law dynamic surface control AUTOPILOT OBSERVER
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