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Active Vibration Isolation of Micro-Manufacturing Platform Based on Neural Network 被引量:4
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作者 ZHANG Chun-liang, MEI De-qing, CHEN Zi-chen (Institute of Production Engineering, Zhejiang University, Hangzhou 310027, China) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期67-68,共2页
The micromation and precision of the Micro-Electromechanical System demand that its manufacturing, measuring and assembling must work in a micro-manufacturing platform with good ability to isolate vibrations. This pap... The micromation and precision of the Micro-Electromechanical System demand that its manufacturing, measuring and assembling must work in a micro-manufacturing platform with good ability to isolate vibrations. This paper develops a vibration isolation system of micro-manufacturing platform. The brains of many kinds of birds can isolate vibrations well, such as woodpecker’s brain. When a woodpecker pecks the wood at the speed as 1.6 times as the velocity of sound, its brain will tolerate the wallop 1 500 times of the weight of itself without any damage. The isolation mechanics and organic texture of woodpecker’s brain that has good isolation characteristics were studied. A structure model of vibration isolation system for the micro-manufacturing platform is established based on the bionics of the bird’s brain vibration isolation mechanism. In order to isolate effectively the high frequency vibrations from the ground, a rubber layer is used to isolate vibrations passively between the micro-manufacturing platform’s pedestal and the ground. This layer corresponds to the cartilage and muscles in the outer meninges of the bird’s brain. The active vibration isolation technique is adopted to isolate vibrations between the micro-manufacturing platform and the pedestal. Air springs are used as elastic components, which correspond to the interspaces between the outer meninges and the encephala of the bird’s brain. Actuators are made of giant magnetostrictive material, and it corresponds to the nerves and neural muscles linking the meninges and the encephala. The actuators and air springs are arranged vertically in parallel to make use of the giant magnetostrictive actuators effectively. The air springs support almost all weight of the micro-manufacturing platform and the giant magnetostrictive actuators support almost no weight. In order to realize high performance to isolate complex micro-vibration, the control method using a three-layer neural network is presented. This vibration control system takes into account the floor disturbance and the direct disturbance acting on the micro-manufacturing platform. The absolute acceleration of the micro-manufacturing platform is used as the performance index of vibration control. The performance of the control system is tested by numerical simulation. Simulation results show that the active vibration isolation system has good isolation performance against the floor disturbance and the direct disturbance acting on the micro-manufacturing platform in all the frequency range. 展开更多
关键词 micro-manufacturing platform active vibration isolation bionic mechanics neural network
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Active Vibration Isolation System for Sub microultra precision Turning Machine 被引量:1
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作者 盖玉先 《High Technology Letters》 EI CAS 2000年第3期40-43,共4页
Now vibration isolation of ultra precision machine tool is usually achieved through air springs systems. As far as HCM I sub micro turning machine developed by HIT, an active vibration isolation system that consists o... Now vibration isolation of ultra precision machine tool is usually achieved through air springs systems. As far as HCM I sub micro turning machine developed by HIT, an active vibration isolation system that consists of air springs and electro magnetic actuators was presented. The primary function of air springs is to support the turning machine and to isolate the high frequency vibration. The electro magnetic actuators controlled by fuzzy neural networks isolate the low frequency vibration. The experiment indicates that active vibration isolation system isolates base vibration effectively in all the frequency range. So the vibration of the machine bed is controlled under 10 -6 g and the surface roughness is improved. 展开更多
关键词 Ultra precision turning machine active vibration isolation Fuzzy neural network
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Synthesis and Isolation of Diastereomers of Optically Active Cyclomercurated Ferrocenylimines
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《Chinese Chemical Letters》 SCIE CAS CSCD 2000年第11期975-978,共4页
关键词 SC KBR IR HG Cl Synthesis and isolation of Diastereomers of Optically active Cyclomercurated Ferrocenylimines
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PASSIVE-ACTIVE CONTROL OF A FLEXIBLE ISOLATION SYSTEM
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作者 Song KongjieZhang BingSun LinglingSun YuguoSchool of Mechanical Engineering, Shandong University, Jinan 250061, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2003年第4期408-410,416,共4页
Passive-active control of a flexible isolation system is investigated from the viewpoint of power flow. Dynamic transfer equations of the system are deduced based on a matrix method which uses mobility or impedance re... Passive-active control of a flexible isolation system is investigated from the viewpoint of power flow. Dynamic transfer equations of the system are deduced based on a matrix method which uses mobility or impedance representations of three substructures: the source of vibration, the receiver and the mounting system which connects the source to the receiver. The cancellation of axial input forces to the receiver is considered as the active control strategy and its effects are discussed. The results of the study show that the strategy adopted herein can effectively reduce the power transmitted to the receiver. 展开更多
关键词 Flexible isolation system Power flow active control
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Study on 6-DOF active vibration-isolation system of the ultra-precision turning lathe based on GA-BP-PID control for dynamic loads
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作者 Bo Wang Zhong Jiang Pei-Da Hu 《Advances in Manufacturing》 SCIE EI CAS CSCD 2024年第1期33-60,共28页
The vibration disturbance from an external environment affects the machining accuracy of ultra-precision machining equipment.Most active vibration-isolation systems(AVIS)have been developed based on static loads.When ... The vibration disturbance from an external environment affects the machining accuracy of ultra-precision machining equipment.Most active vibration-isolation systems(AVIS)have been developed based on static loads.When a vibration-isolation load changes dynamically during ultra-precision turning lathe machining,the system parameters change,and the efficiency of the active vibration-isolation system based on the traditional control strategy deteriorates.To solve this problem,this paper proposes a vibration-isolation control strategy based on a genetic algorithm-back propagation neural network-PID control(GA-BP-PID),which can automatically adjust the control parameters according to the machining conditions.Vibration-isolation simulations and experiments based on passive vibration isolation,a PID algorithm,and the GA-BP-PID algorithm under dynamic load machining conditions were conducted.The experimental results demonstrated that the active vibration-isolation control strategy designed in this study could effectively attenuate vibration disturbances in the external environment under dynamic load conditions.This design is reasonable and feasible. 展开更多
关键词 Ultra-precision diamond turning lathe active vibration isolation Six degrees of freedom Dynamic load Genetic algorithm-back propagation neural network-PID(GA-BP-PID)control
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DOUBLE LOOP ACTIVE VIBRATION CONTROL OF PNEUMATIC ISOLATOR WITH TWO SEPARATE CHAMBERS
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作者 YANG Qingjun LI Jun WANG Zuwen 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2006年第4期610-613,共4页
A newly designed pneumatic spring with two separate chambers is promoted and double-loop active control is introduced to overcome the following drawbacks of passive pneumatic isolation: ① The low frequency resonance... A newly designed pneumatic spring with two separate chambers is promoted and double-loop active control is introduced to overcome the following drawbacks of passive pneumatic isolation: ① The low frequency resonances introduced into the system; ② Conflict between lower isolation frequency and stiffness high enough to limit quasi-static stroke;③ Inconsistent isolation level with different force load. The design of two separate chambers is for the purpose of tuning support frequency and force independently and each chamber is controlled by a different valve. The inner one of double-loop structure is pressure control, and in order to obtain good performance, nonlinearities compensation and motion flow rate compensation (MFRC) are added besides the basic cascade compensation, and the influence of tube length is studied. The outer loop has two functions: one is to eliminate the resonance caused by isolation support and to broaden the isolation frequency band by payload velocity feedback and base velocity feed forward, and the other is to tune support force and support stiffness simultaneously and independently, which means the support force will have no effect on support stiffness. Theoretical analysis and experiment results show that the three drawbacks are overcome simultaneously. 展开更多
关键词 Pneumatic isolator active vibration control Double-loop control Two separate chambers Mass flow rate compensation (MFRC)
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Identifying boundary between near field and far field in ground vibration caused by surface loading 被引量:3
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作者 高广运 宋健 杨峻 《Journal of Central South University》 SCIE EI CAS 2014年第8期3284-3294,共11页
The boundary between the near and far fields is generally defined as the distance from the vibration source beyond which ground vibrations are mainly dominated by Rayleigh waves. It is closely related to the type of v... The boundary between the near and far fields is generally defined as the distance from the vibration source beyond which ground vibrations are mainly dominated by Rayleigh waves. It is closely related to the type of vibration source and the soil properties. Based on the solutions of the Lamb's problem, the boundary at the surface between the near and far fields of ground vibration was investigated for a harmonic vertical concentrated load and an infinite line load at the surface of a visco-elastic half-space. Particularly, the variation of the boundary with the material damping was investigated for both cases. The results indicate that the material damping slightly contributes to the attenuation of vibrations in the near-source region, but significantly reduces the vibrations in the region that is at some distance away from the source. When taking the material damping into consideration, the boundary between the near and far fields tends to move towards the vibration source. Compared with the vibrations caused by a concentrated load, the vibrations induced by an infinite line load can affect a larger range of the surrounding environment, and they attenuate more slowly. This means the boundary between the near field and far field should move fitrther away from the source. Finally, the boundaries are defined in terms of R-wave length (2R) and Poisson ratio of the ground (o). For the case of a point load, the boundary is located at the distance of (5.0-6.0)2R for v≤0.30 and at the distance of (2.0--3.0)2R for v≥0.35. For the case of an infinite line load, the boundary is located at the distance (5.5-6.5)2rt for v≤0.30 and at the distance (2.5--3.5)2R for v≥0.35. 展开更多
关键词 BOUNDARY near field far field active isolation passive isolation visco-elastic half-space concentrated load line distributed load
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Posterior quadrantic disconnection maintains the activity of isolated temporal-parietal-occipital nerve tissue: neuroprotective measures in the surgical treatment of epilepsy 被引量:4
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作者 Shaoya Yin Keke Feng +2 位作者 Mei Feng Xueqing Zhang Yuqin Zhang 《Neural Regeneration Research》 SCIE CAS CSCD 2014年第4期447-448,共2页
Extensive lesions involving the posterior quadrant of the cerebral hemisphere (temporal, parietal, and occipital lobes) induce intractable epilepsy. These patients are potential candidates for surgical treatmenttu. ... Extensive lesions involving the posterior quadrant of the cerebral hemisphere (temporal, parietal, and occipital lobes) induce intractable epilepsy. These patients are potential candidates for surgical treatmenttu. Maintenance of isolated nerve tissue activity after surgery plays a crucial role in the neuroprotective effects of neurosurgery treatment. Disconnection surgery of the posterior quadrant is used to completely isolate nerve fibers, while blood supply at the isolated lobes is maintained. Subsequently, cavities caused by cystic or necrotic nerve tissues should be reduced as much as possible, 展开更多
关键词 MRI Posterior quadrantic disconnection maintains the activity of isolated temporal-parietal-occipital nerve tissue neuroprotective measures in the surgical treatment of epilepsy EEG Figure
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An effective technique for isolating adult activated Schwann cells
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作者 Jifei Zhang Lianhong Jin Yuzhen Zhao 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第2期103-107,共5页
BACKGROUND: Schwann cells (SCs) are neuroglial cells of peripheral nerve and play a key role in repairing peripheral nerve injury; therefore, it provides an important evidence for transplantation of SCs which are c... BACKGROUND: Schwann cells (SCs) are neuroglial cells of peripheral nerve and play a key role in repairing peripheral nerve injury; therefore, it provides an important evidence for transplantation of SCs which are characterized by active proliferation and adult high-purity in vitro after nerve injury in clinic, and also develops a new therapeutic way for nerve injury.OBJECTEVE: To investigate an effective technique for isolating adult activated Schwann cells,DESIGN: Controlled observational study.SETTING: Mudanjiang Medical College.MATERIALS: The experiment was completed at the Department of Medical Genetics of Harbin Medical University from March 2003 to April 2005. Health female Wistar rats, aged 2 months, weighting 150-160 g, were randomly divided into 3 groups with 5 in each group.METHODS: The right sciatic nerves from 15 Wistar rats were exposed and transected at the mid thigh under pentobarbital anesthesia (4 mg/kg, Lp). Seven days later, the distal segments of the predegenerated nerves were removed and used to produce adult Schwann cell cultures. The distal segment of the predegenerated nerve, 20 mm in length, was resected. The nerve was cut into pieces 1 mm in length and incubated for 3 hours under CO2 at 37 ℃ with an enzyme mixture of 0.05% collagenase/dispase. Rats were divided into 3 groups: ① Group 1: The nerve fragments were explanted in poly-L-lysine and laminin-coated dishes with BS medium from the 1st to the 6th day, On the 6^th day, the fragments were removed into a new poly-L-lysine-laminin-coated dish and the BS medium was changed to BS with 10% FBS, The nerve fragments were replaced repeatedly in the same way in new dishes on the 12^th and the 18th days. ② Group 2: For the first 3 days, the nerve fragments were fed with BS with 10% FBS. This medium was changed to BS medium on the third day. The nerve fragments were removed to another dish on day 6 and BS medium was changed to BS with 25 mI.JL FBS. Hereafter the culture method was the same as for group 1. ③ Group 3: For the first 6 days, nerve fragments were incubated in a dish not coated with poly-L-lysine and laminin, in BS medium supplemented with 8×10^7 U/L of penicillin-streptomycin. On the 6th day, the nerve fragments were removed to a poly-L-lysine-laminin-coated dish and cultured in BS with 25 mI.JL FBS, On the 12th day, the nerve fragments were explanted a second dish and fed with BS containing 100 mL/L FBS. On the 18^th day, they were explanted to a third poly-L-lysine-laminin-coated dish, SCs were obtained from all 3 dishes on the 21st day, Finally, purity and density of SCs were identified and proliferation index was calculated at the same time.MAIN OUTCOME MEASURES : Purity and density of SCs cultured with various methods in the three groups for 21 days.RESULTS : ① Isolation and proliferation of SCs: In the group 1, they increased in number after 4 days and both purity and density of cultured SCs were significantly higher than those from group 2. In the group 2, there were few fibroblasts. In the group 3, both purity and density of cultured SCs were remarkably higher than in those from groups 1 or 2. Then optimal proliferation was soon seen and the rapid expansion of SC populations suppressed the development of contaminating fibroblasts. On the 21st day, SCs proliferated to achieve maximal density and were too crowded to be counted. With Chi-square test, the data of the purity and the density were analyzed from groups 1 to 3, the result indicated X^2=430.47, P 〈 0.05. ② Characterization and proliferation rate of SCs: Immunostaining for S100 protein was evident in the cell soma and the processes of all three groups in cultures of SCs. SCs in vitro demonstrated typical bior tri-polar morphology, had oval nuclei, and stained brightly for $100. The proliferation rate of SCs was assessed with double fluorescence staining for BrdU and S100 on the 21^st day of all three groups in cultures. About 40%-50% of the total SCs in the each group showed BrdU incorporation.CONCLUSION: The method is to use predegeneration in vivo, differential speed culture supplemented with the penicillin-streptomycin in low concentration, and changing of the concentration of FBS in the BS medium from 0 to 100 mL/L. This method allows remarkable suppression of fibroblast growth and attainment of SC proliferation and purity, in a short time, from adult nerves. 展开更多
关键词 cell An effective technique for isolating adult activated Schwann cells FIGURE
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Development of a Stabilized Pan/Tilt Platform and the State of the Art
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作者 Mehmet Burcak Ozkok Ali Osman Boyacl 《Journal of Mechanics Engineering and Automation》 2013年第10期618-626,共9页
In the context of this paper, a small scale, medium precision, stabilized pan/tilt platform is developed as a prototype, which is used to compare various stabilization algorithms experimentally. The overall performanc... In the context of this paper, a small scale, medium precision, stabilized pan/tilt platform is developed as a prototype, which is used to compare various stabilization algorithms experimentally. The overall performance of the system depends on rigid body dynamics, structural dynamics, servo control loops, stabilization control algorithm, sensor fusion algorithm and sensory feedback such as from the IMU (inertial measurement unit). In the case that the response bandwidth of the overall system is high enough, the same hardware can also achieve active vibration isolation. All of these design aspects are investigated in the paper via numerical models and with their experimental verification. 展开更多
关键词 Stabilized pan/tilt platform active vibration isolation stabilization control sensor fusion inertial measurement unit
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Simplified performance indices and active control force of vibration isolation systems with elastic base
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作者 SUN Hongling 《Chinese Journal of Acoustics》 CSCD 2018年第1期69-88,共20页
Influence of the elasticity of the base on vibration isolation performances of single layer, double layer and floating raft vibration isolation systems is investigated systematically. Characteristics of vibration coup... Influence of the elasticity of the base on vibration isolation performances of single layer, double layer and floating raft vibration isolation systems is investigated systematically. Characteristics of vibration coupling between different vibration isolation systems and different elastic bases are analyzed. Moreover the characteristics of vibration acceleration level difference and force transmissibility of different vibration isolation systems are discussed and their simpli- fled expressions are given. In addition the required control forces of active vibration isolation under different installations of actuators for different vibration isolation systems are compared. The results show that for all vibration isolation systems, the addition of the stiffness and damping of the base can enhance their vibration acceleration level difference and force transmissibility. Moreover for floating raft vibration isolation system, the addition of the stiffness and damping of the raft can enhance its vibration isolation performance and reduce the control force required bv active vibration isolation. 展开更多
关键词 In Simplified performance indices and active control force of vibration isolation systems with elastic base
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Dynamics Analysis of Active Variable Stiffness Vibration Isolator for Whole-Spacecraft Systems Based on Nonlinear Output Frequency Response Functions 被引量:3
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作者 Kefan Xu Yewei Zhang +2 位作者 Yunpeng Zhu Jian Zang Liqun Chen 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2020年第6期731-743,共13页
In order to improve the harsh dynamic environment experienced by heavy rockets during different external excitations,this study presents a novel active variable stiffness vibration isolator(AVS-VI)used as the vibratio... In order to improve the harsh dynamic environment experienced by heavy rockets during different external excitations,this study presents a novel active variable stiffness vibration isolator(AVS-VI)used as the vibration isolation device to reduce excessive vibration of the whole-spacecraft isolation system.The AVS-VI is composed of horizontal stiffness spring,positive stiffness spring,parallelogram linkage mechanism,piezoelectric actuator,acceleration sensor,viscoelastic damping,and PID active controller.Based on the AVS-VI,the generalized vibration transmissibility determined by the nonlinear output frequency response functions and the energy absorption rate is applied to analyze the isolation performance of the whole-spacecraft system with AVS-VI.The AVS-VI can conduct adaptive vibration suppression with variable stiffness to the whole-spacecraft system,and the analysis results indicate that the AVS-VI is efTective in reducing the extravagant vibration of the whole-spacecraft system,where the vibration isolation is decreased up to above 65%under different acceleration excitations.Finally,different parameters of AVS-VI are considered to optimize the whole-spacecraft system based on the generalized vibration transmissibility and the energy absorption rate. 展开更多
关键词 Vibration isolation active variable stiffness vibration isolator Nonlinear output frequency response functions(NOFRFs) TRANSMISSIBILITY
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Sterols possess immunomodulatory property:Activity guided isolation and in vitro screening of phytoconstituents of Pongamia glabra and Ficus glomerata 被引量:1
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作者 Sanjeev Heroor Arunkumar Beknal +2 位作者 Nitin Mahurkar Suresh Hiremath Shivkumar Inamdar 《Chinese Herbal Medicines》 CAS 2020年第3期310-315,共6页
Objective:To isolate the phytoconstituents from the methanolic extracts of the stem bark of Pongamia glabra and Ficus glomerata,characterize spectroscopically and screen for in vitro immunomodulatory activity on human... Objective:To isolate the phytoconstituents from the methanolic extracts of the stem bark of Pongamia glabra and Ficus glomerata,characterize spectroscopically and screen for in vitro immunomodulatory activity on human neurophils.Methods:A flavonoid(PGF)and an alkaloidal compound(PGA)from the extract of P.glabra and a steroidal compound(FGS)and tannin fraction(FGT)from the extract of F.glomerata were isolated using column chromatography technique and were subjected for the spectroscopic(FT-IR,1HNMR and LC-MS)and TLC studies to identify the compounds.The isolated compounds were screened for in vitro immunomodulatory activity on human neutrophils using nitroblue tetrazolium(NBT)dye test,phagocytosis of Candida albicans and neutrophil locomotion and chemotaxis assay at the concentration range of 100,50,25,12.50 and 5.00μg/mL.Results:From the spectroscopic and TLC studies data,the isolated compounds were identified as glabrin(PGA),karanjin(PGF),β-sitosterol(FGS),and tannin fraction(FGT).The isolated compounds PGA,PGF,FGS,and FGT exhibited significant(P<0.05)in vitro immunomodulatory activity in all the parameters studied.Conclusion:The steroidal compound,i.e.FGS was found to be more immunopotent than all constituents alkaloid,flavonoid and tannins.Hence,these constituents could be attributed to the immunomodulatory property of the plants. 展开更多
关键词 activity guided isolation Ficus glomerate Roxb. immunomodulation Pongamia glabra Vent.
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