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| An IoT Edge Computing System Architecture and its Application 会议论文
, Nanjing, China, Oct. 30 – Nov.2, 2020.
作者: Shichao Chen ; Qijie Li; Hua Zhang; fenghua.zhu@ia.ac.cn; Gang Xiong; Ying Tang
 Adobe PDF(4370Kb) |  收藏 | 浏览/下载：224/77 | 提交时间：2022/04/08
IoT Edge computing Energy monitoring and optimization Introduction |
| 面向开放环境的鲁棒自适应深度学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
作者: 杨红明
 Adobe PDF(1832Kb) | 收藏 | 浏览/下载：212/10 | 提交时间：2021/06/02
模式识别 领域自适应 未知拒识 增类学习 卷积神经网络 原型学习 |
| A Novel Radius Adaptive Based on Center-Optimized Hybrid Detector Generation Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1627-1637
作者: Jinyin Chen
 浏览 | Adobe PDF(9351Kb) | 收藏 | 浏览/下载：117/43 | 提交时间：2021/03/11
Artificial immunity center optimized hybrid detect negative detector negative selection algorithm (NSA) radius adaptive |
| A Novel MDFA-MKECA Method With Application to Industrial Batch Process Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1438-1446
作者: Yinghua Yang; Xiang Shi; Xiaozhi Liu; Hongru Li
浏览 | Adobe PDF(1848Kb) | 收藏 | 浏览/下载：150/48 | 提交时间：2021/03/11
MDFA MKECA process monitoring reheating furnace statistical features thermodynamics entropy feature |
| Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者: Haitao Yuan; MengChu Zhou; Qing Liu; Abdullah Abusorrah
浏览 | Adobe PDF(3017Kb) | 收藏 | 浏览/下载：169/56 | 提交时间：2021/03/11
Bees algorithm data centers distributed green cloud (DGC) energy optimization intelligent optimization simulated annealing task scheduling machine learning |
| Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者: Abhinoy Kumar Singh
浏览 | Adobe PDF(1572Kb) | 收藏 | 浏览/下载：146/38 | 提交时间：2021/03/11
Bayesian framework cubature rule-based filtering Gaussian filters Gaussian sum and square-root filtering nonlinear filtering quadrature rule-based filtering unscented transformation |
| A Resilient Control Strategy for Cyber-Physical Systems Subject to Denial of Service Attacks: A Leader-Follower Set-Theoretic Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1204-1214
作者: Giuseppe Franzè; Domenico Famularo; Walter Lucia; Francesco Tedesco
浏览 | Adobe PDF(4347Kb) | 收藏 | 浏览/下载：162/28 | 提交时间：2021/03/11
Denial-of-service (DoS) attacks distributed model predictive control leader-follower paradigm resilient control |
| AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者: Mohammadhossein Ghahramani; Yan Qiao; MengChu Zhou; Adrian O’Hagan; James Sweeney
浏览 | Adobe PDF(5292Kb) | 收藏 | 浏览/下载：153/61 | 提交时间：2021/03/11
Artificial intelligence (AI) cyber physical systems feature selection genetic algorithms (GA) industrial internet of things (IIOT) machine learning neural network (NN) smart manufacturing |
| Data-based Fault Tolerant Control for Affine Nonlinear Systems Through Particle Swarm Optimized Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 954-964
作者: Haowei Lin; Bo Zhao; Derong Liu; Cesare Alippi
浏览 | Adobe PDF(2135Kb) | 收藏 | 浏览/下载：170/58 | 提交时间：2021/03/11
Adaptive dynamic programming (ADP) critic neural network data-based fault tolerant control (FTC) particle swarm optimization (PSO) |
| Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者: Jinchuan Qian; Li Jiang; Zhihuan Song
浏览 | Adobe PDF(1474Kb) | 收藏 | 浏览/下载：166/43 | 提交时间：2021/03/11
Auto-encoder (AE) deep learning fault diagnosis locally linear model nonlinear process reconstruction based contribution (RBC) |
