{"title":"Dynamic analysis of feeding drive mechanism in planetary soil automatic drilling sampler","authors":"Shuai Yang, Z. Deng, Jing Sun, Shengyuan Jiang, Q. Quan, Peng Li, X. Hou","doi":"10.1109/ICINFA.2014.6932754","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932754","url":null,"abstract":"It is presented in this paper that a novel soil drilling sampler which can be used to drill deeply automatically in the planetary soil. There are three transmission routes of motion in the drilling sampler: rotating drive mechanism and feeding drive mechanism are used to generate the rotary and axial movement of the driller respectively while impacting drive mechanism is used to assist drilling the hard substance. Drilling sampler has two control modes: constant feeding velocity mode and constant feeding force mode. A detailed dynamic model of feeding drive mechanism is established by using the lumped parameter method. It is shown from the solution of dynamic equations that in constant feeding velocity mode impact can be aroused in the motor and transmissions of feeding drive mechanism on the moment of load force mutation, while the stochastic variation of load force can make the moments/forces in mechanism fluctuate more seriously. In constant feeding force mode, startup of impacting function would make the bit impose periodic impact force on drilling object, and the amplitude of that impact force is larger than sum of the force imposed by bit on drilling object with impacting drive mechanism off and amplitude of impact force imposed by impacting drive mechanism on drive shaft, that can be thought that the drive shaft and driller have transmission amplification effect to the impact force. Works presented in this paper also provides theories for the design of feeding drive mechanism in drilling sampler.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123891746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Sliding mode impedance control of a underactuated prosthetic hand","authors":"Huanxin Luo, Xiao-Gang Duan, H. Deng","doi":"10.1109/ICINFA.2014.6932747","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932747","url":null,"abstract":"The performance of grasping objects is affected by the uncertainties in both the dynamic model of prosthetic hand and environment stiffness. A sliding mode impedance strategy is proposed to control underactuated prosthetic hand. Firstly, a dynamics model of the underactuated prosthetic hand is obtained by using LaGrange method. Then, a control strategy is designed by combining a sliding mode and impedance controllers. Finally, the underactuated prosthetic hand with the proposed control strategy is simulated by the adaptive grasping. The simulation results show the sliding mode impedance control method is effective.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"203 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115563939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Automated text categorization by generalized kernel machines","authors":"Jiaqi Tan, Wenye Li, Haoming Li","doi":"10.1109/ICINFA.2014.6932685","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932685","url":null,"abstract":"Text categorization refers to the task of designing methods to automatically classify text documents into different groups. With wide applications in intelligent information processing, it has attracted much recent research attention. The classical support vector machines (SVM) algorithm has obtained significant success on this task. Inspired by the achievements of SVM, a family of related kernel methods is being widely studied. This paper investigates a novel kernel method for text categorization. Different from SVM and related approaches which operate on thousands of word term features of text corpus, our method takes concept features into consideration as well. We use a generalized regularizer which leaves concept features unregularized. With a squared-loss function to measure the empirical error, the method has a simple convex solution. In real evaluations we have verified both the effectiveness and the efficiency of the method in benchmarked text categorization applications.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114672423","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The lateral stability control of vehicles based on sliding mode method","authors":"W. Xu, Dejun Wang, Ying-dao Li","doi":"10.1109/ICINFA.2014.6932851","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932851","url":null,"abstract":"Focusing on lateral stability control of vehicle, this paper presents a braking control approach for vehicles cornering or changing path based on sliding mode control strategy. The proposed braking control makes vehicle system track the desired yaw rate and side slip angle while the corresponding situation. The controller is consisted of three parts. The upper controller is an effective yaw moment controller to calculate the desired yaw moment for vehicle stability. And the lower controller is an active braking controller based on the sliding mode control method to track a reference slip ratio for anti-slip. And in the middle part, the relationship between the desired yaw moment and slip ratio is established based on vehicle dynamics theory. In the end, the simulations based on Matlab/Simulink software show that the proposed controller has the good effectiveness under varying conditions.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125747018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xiaodong Wang, Yong-Zhen Chi, Yi Luo, Xiwen Zhang, Liang Chen, W. Yang
{"title":"An exchangeable gripper module integrated in the assembly system for multi miniature parts","authors":"Xiaodong Wang, Yong-Zhen Chi, Yi Luo, Xiwen Zhang, Liang Chen, W. Yang","doi":"10.1109/ICINFA.2014.6932777","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932777","url":null,"abstract":"The assembly of multi miniature parts needs a variety of grippers, a single gripper has difficulties in completing the task of picking up and operating many different miniature parts. In a formerly developed system, a combination type gripper module was integrated. It was comparatively complicated and difficult to be adapted to a new set of parts to be assembled. As a more preferable solution for the situation, an exchangeable gripper module is being developed and will be integrated in an assembly system under development. The module consists of assembly tool magazine and mechanical arm. According to the size and shape of the miniature parts to be assembled, the tool heads were designed for the purpose of the pickup and place operation of different miniature parts. The gripper assembles miniature parts in the way that mechanical arm picks up the tool head from the assembly tool magazine, then after the specific part is assembled, puts the tool head back and ready for picking up another tool head, thus the exchange of tool heads can be accomplished. As the process of repetitive exchange may cause position error, the position of the reference central point of the tool head need to be measured by the machine vision module integrated in assembly system to guarantee the accuracy of assembly. The measurement and precision position control method of tool head in the process of miniature parts assembly is illustrated in the paper.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123367180","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Dynamics and tracking control for a free-flying space robot with rigid-flexible links","authors":"Xinxin Yang, S. Ge","doi":"10.1109/ICINFA.2014.6932688","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932688","url":null,"abstract":"In this paper, both the dynamics and tracking control for a free-flying space robot with rigid-flexible links are developed. The dynamic model of the system is described with assumed mode approach and Lagrangian method. Based on singular perturbation approach, a composite control scheme of sliding mode control and active vibration control is derived to track the desired trajectory and to overcome the bounded disturbances. With the proposed control scheme, the closed-loop stability of the flexible space robot can be achieved. Numerical simulation results show the proposed control works well.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125873230","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Dimensional synthesis of a 3-DOF translational parallel manipulator considering kinematic dexterity property","authors":"Song-jun Lu, Yangmin Li","doi":"10.1109/ICINFA.2014.6932617","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932617","url":null,"abstract":"This paper presents a method for dimensional synthesis of a three degree-of-freedom three-prismatic-universal-universal (3-PUU) translational parallel manipulator (TPM) considering the kinematic dexterity property at the same time. A mixed comprehensive dexterity index (CDI) making a compromise between the condition number of Jacobian matrix and the manipulability within a desired cylindrical workspace is introduced. The architecture parameters of the 3-PUU TPM are optimized by employing sequential quadratic programming (SQP) algorithm subject to a set of appropriate constraints. The comparison between the optimized architecture and initial architecture illustrates that the comprehensive dexterity performance of the structure with optimized parameters is better than the initial structure without optimization.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127298979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An improved fuzzy PID control algorithm applied in liquid mixing system","authors":"F. Ma","doi":"10.1109/ICINFA.2014.6932722","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932722","url":null,"abstract":"In view of the characteristics of the industrial production control system with multi-parameters, nonlinear, long time delay, an improved Fuzzy-PID controller was put forward with real time parameters. This paper introduces the basic idea of PID and Fuzzy-PID control, the application of the fuzzy-PID controller. The industrial process of liquid mixing is characterized by high nonlinearity, long time delay and multiparameters. Therefore, an on-line controller based on improved fuzzy logical fuzzy-PID was designed. Then, the three simulation curves of conventional PID algorithm, fuzzy-PID algorithm and improved PID algorithm were compared between the three. The results showed that the improved fuzzy-PID control algorithm has a performance of shorter response time, smaller overshoot, better robustness and better stability. It is concluded that the improved fuzzy PID algorithm is reasonable to improve the control effect, implemented the real time self-adaptive adjustment of the liquid mixing parameters.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121730626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Robust prediction for quality of industrial processes","authors":"Changxin Liu, Jinliang Ding, T. Chai","doi":"10.1109/ICINFA.2014.6932826","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932826","url":null,"abstract":"This paper proposes a new robust predictive approach for quality of industrial processes. It draws inspiration from robust AdaBoost for classification and expands to regression tasks. Existing classical AdaBoost for regression (AdaBoost.R2) constructs a strong learner in a stepwise fashion by re-weighting those instances according to their regression results at each iteration. In order to reduce its sensitivity to outliers, the proposed approach shows how the weight can be modified by a mixture of exponential updates with additional uniform weight for predictive problems. Experimental results using actual data from an ore-dressing production processes show its more robustness than existing methods even if a certain amount of data is infected.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131405644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Chao Yang, Xiaoqiang Ren, Jianying Zheng, Ling Shi
{"title":"Sensor scheduling for communication resource minimization in in centralized state estimation","authors":"Chao Yang, Xiaoqiang Ren, Jianying Zheng, Ling Shi","doi":"10.1109/ICINFA.2014.6932825","DOIUrl":"https://doi.org/10.1109/ICINFA.2014.6932825","url":null,"abstract":"We study centralized state estimation in this paper. A group of sensors measure the state of a process and transmit the measurements to a remote estimator. We consider sensor communication scheduling to minimize the communication resources and at the same time guarantee a desired level of remote estimation quality. We consider both deterministic and stochastic scheduling and provide numerical algorithms to give suboptimal solutions.","PeriodicalId":427762,"journal":{"name":"2014 IEEE International Conference on Information and Automation (ICIA)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125291477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}