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IEEE/CAA JAS第7卷第3期发表了Marios Polycarpou教授(University of Cyprus)、Anthony A. Maciejewski教授(Colorado State University)、Masayoshi Tomizuka教授(University of California at Berkeley)等7位IEEE Fellow及其团队关于智能楼宇的故障诊断、机器人、跟踪控制等研究进展,以及大数据、物联网、深度学习、自适应动态规划等最新成果。欢迎阅览!
Mohammadhossein Ghahramani, MengChu Zhou and Gang Wang, "Urban Sensing Based on Mobile Phone Data: Approaches, Applications, and Challenges," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 627-637, May 2020.
Highlights:
Panayiotis M. Papadopoulos, Vasso Reppa, Marios M. Polycarpou and Christos G. Panayiotou, "Scalable Distributed Sensor Fault Diagnosis for Smart Buildings," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 638-655, May 2020. ▶ Distributed fault diagnosis for smart buildings. ▶ Formulation of complex HVAC building systems as a network of strongly interconnected subsystems. ▶ Design of a distributed, model-based algorithm for sensor fault detection and isolation in large-scale HVAC systems. ▶ Sensor fault diagnosis algorithm enhanced with robustness, improved detectability and scalability. Korkut Bekiroglu, Seshadhri Srinivasan, Ethan Png, Rong Su and Constantino Lagoa, "Recursive Approximation of Complex Behaviours With IoT-Data Imperfections," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 656-667, May 2020. Highlights: ▶ Parsimonious recursive system update of complex non-linear and time-varying behaviors. ▶ Identifiability minimum data requirement for low order systems. ▶ Sparse system identification in IoT setting. Zhaorong Zhang and Minyue Fu, "Convergence Rate Analysis of Gaussian Belief Propagation for Markov Networks," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 668-673, May 2020. Megan Emmons, Anthony A. Maciejewski, Charles Anderson and Edwin K. P. Chong, "Classifying Environmental Features From Local Observations of Emergent Swarm Behavior," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 674-682, May 2020. Silvio Barra, Salvatore Mario Carta, Andrea Corriga, Alessandro Sebastian Podda and Diego Reforgiato Recupero, "Deep Learning and Time Series-to-Image Encoding for Financial Forecasting," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 683-692, May 2020. Dailin Zhang, Zining Wang and Masayoshi Tomizuka, "A Variable-Parameter-Model-Based Feedforward Compensation Method for Tracking Control," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 693-701, May 2020. Dan Wang and Xu Chen, "H∞-Based Selective Inversion of Nonminimum-phase Systems for Feedback Controls," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 702-710, May 2020. Xin Huang and Jiuxiang Dong, "Learning-Based Switched Reliable Control of Cyber-Physical Systems With Intermittent Communication Faults," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 711-724, May 2020. Jiankun Sun, Jun Yang and Shihua Li, "Reduced-Order GPIO Based Dynamic Event-Triggered Tracking Control of a Networked One-DOF Link Manipulator Without Velocity Measurement," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 725-734, May 2020. Guangyuan Pan, Liping Fu, Qili Chen, Ming Yu and Matthew Muresan, "Road Safety Performance Function Analysis With Visual Feature Importance of Deep Neural Nets," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 735-744, May 2020. Dong Zhang, Hao Yuan and Zhengcai Cao, "Environmental Adaptive Control of a Snake-like Robot With Variable Stiffness Actuators," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 745-751, May 2020. Younes Solgi, Alireza Fatehi and Ala Shariati, "Non-Monotonic Lyapunov-Krasovskii Functional Approach to Stability Analysis and Stabilization of Discrete Time-Delay Systems," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 752-763, May 2020. Jinchuan Qian, Li Jiang and Zhihuan Song, "Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 764-775, May 2020. Jipeng Wang, Hesuan Hu, Chunrong Pan, Yuan Zhou and Liang Li, "Scheduling Dual-Arm Cluster Tools With Multiple Wafer Types and Residency Time Constraints," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 776-789, May 2020. Hao Zhang, Yongdan Li, Zhihan Lv, Arun Kumar Sangaiah and Tao Huang, "A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 790-799, May 2020. Qinqin Zhu, "Latent Variable Regression for Supervised Modeling and Monitoring," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 800-811, May 2020. Jianchao Luo, Zhiqiang Liu, Shuogang Wang and Keyi Xing, "Robust Deadlock Avoidance Policy for Automated Manufacturing System With Multiple Unreliable Resources," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 812-821, May 2020. Jia-Jun Wan and Tufan Kumbasar, "Optimal PID Control of Spatial Inverted Pendulum With Big Bang–Big Crunch Optimization," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 822-832, May 2020. Sumit Kumar Jha and Shubhendu Bhasin, "Adaptive Linear Quadratic Regulator for Continuous-Time Systems With Uncertain Dynamics," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 833-841, May 2020. Qing Yang, Gang Chen and Ting Wang, "ADMM-based Distributed Algorithm for Economic Dispatch in Power Systems With Both Packet Drops and Communication Delays," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 842-852, May 2020. Reza Mohsenipour and Xinzhi Liu, "Robust D-Stability Test of LTI General Fractional Order Control Systems," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 853-864, May 2020. Jianxiang Zhang, Baotong Cui, Xisheng Dai and Zhengxian Jiang, "Iterative Learning Control for Distributed Parameter Systems Based on Non-Collocated Sensors and Actuators," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 865-871, May 2020. Chao Liu, Zheng Yang, Xiaoyang Liu and Xianying Huang, "Stability of Delayed Switched Systems With State-Dependent Switching," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 872-881, May 2020. Kajal Kothari, Utkal Mehta, Vineet Prasad and Jito Vanualailai, "Identification Scheme for Fractional Hammerstein Models With the Delayed Haar Wavelet," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 882-891, May 2020. Tong Yang, Ning Sun, He Chen and Yongchun Fang, "Swing Suppression and Accurate Positioning Control for Underactuated Offshore Crane Systems Suffering From Disturbances," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 892-900, May 2020. Xiaoli Yin, Chunming Li and Yuan Zhang, "Two-Order Approximate and Large Stepsize Numerical Direction Based on the Quadratic Hypothesis and Fitting Method," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 901-909, May 2020. Shengjuan Huang and Chunrong Li, "Adaptive Fault-Delay Accommodation for a Class of State-Delay Systems With Actuator Faults," IEEE/CAA J. Autom. Sinica, vol. 7, no. 3, pp. 910-918, May 2020.
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