Forecast of Chemical Export Trade Based on PSO-BP Neural Network Model by Na Li, Meng Li

“…The neural network is a nonlinear dynamic system, with strong nonlinear mapping ability, strong robustness, and fault tolerance. It has unique advanced advantages for solving nonlinear problems and is very suitable for solving nonlinear problems.…”
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Measurement of electromagnetic transients in high voltage substations based on wireless transmission technique under strong electromagnetic interference by Ceyong Wang, Lezhi Ou, Wenbing Wu, Chenghui Tan, Yi Ding, Jinxing Zou

“…Secondly, a compression algorithm with fault tolerance prevents signal distortion. Then, a distributed wireless synchronous sampling strategy ensures accurate sampling under varying conditions. …”
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A Diagnosis-Based Clustering and Multipath Routing Protocol for Wireless Sensor Networks by Wenjun Liu, Shukui Zhang, Jianxi Fan

“…Multipath routing provided by directed acyclic graph (DAG) increases system fault tolerance. Furthermore, clustering and multihop routing consider residual energy and routing cost, respectively; thus balanced energy consumption is achieved. …”
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A Design Space Exploration Framework for ANN-Based Fault Detection in Hardware Systems by Andreas G. Savva, Theocharis Theocharides, Chrysostomos Nicopoulos

“…ANNs can be used for fault detection purposes since they have excellent characteristics such as generalization capability, robustness, and fault tolerance. Designing an ANN in order to be used for fault detection purposes includes different parameters. …”
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Automated Testing of Ultrawideband Positioning for Autonomous Driving by Benjamin Vedder, Bo Joel Svensson, Jonny Vinter, Magnus Jonsson

“…Fault injection was used to study the fault tolerance of the UWB positioning system. Addressed challenges are automatically generating test cases for real-time hardware, restoring the state between tests, and maintaining safety by preventing collisions. …”
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The development of mathematical model of process of information system monitoring by N. R. Storozhenko, A. I. Goleva

“…In our time, the development of information networks requires high availability, performance and fault tolerance. To achieve the best performance of these parameters there is a need in monitoring them. …”
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Self-rerouting sensor network for electronic skin resilient to severe damage by T. Ozaki, N. Ohta, M. Fujiyoshi

“…Abstract We propose a network architecture for electronic skin with an extensive sensor array—crucial for enabling robots to perceive their environment and interact effectively with humans. Fault tolerance is essential for electronic skins on robot exteriors. …”
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Analysis of Local Macroeconomic Early-Warning Model Based on Competitive Neural Network by Xiaoxuan Wang, Jingjing Wang, Ying Zhang, Yixing Du

“…Its self-learning and adaptive characteristics and fault tolerance overcome the limitations of the above statistical methods. …”
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Adaptive Vibration Control System for MR Damper Faults by Juan C. Tudón-Martínez, Ruben Morales-Menendez

“…Simulation results show that the fault observer has good performance with robustness to noise and road disturbances and the proposed AVCS improves the comfort up to 24% with respect to a controlled suspension without fault tolerance features.…”
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Applying the Analog Configurability Test Approach in a Wireless Sensor Network Application by Agustín Laprovitta, Gabriela Peretti, Eduardo Romero

“…This test strategy is particularly useful for in-field application requiring reliability, safe operation, or fault tolerance characteristics. Our test proposal consists of programming a reduced set of available configurations for the EACC and testing its functionality by measuring only a few key parameters. …”
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Model-Based Leakage Estimation and Remaining Useful Life Prediction of Control Gas Cylinder by Zhenzhen Zhang, Hui Chen, Chao Qi, Yazhou Liu

“…This study can provide technical support for fault tolerance control and orbital replanning in case of control gas cylinder leaks.…”
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A Novel Wide-Area Backup Protection Based on Fault Component Current Distribution and Improved Evidence Theory by Zhe Zhang, Xiangping Kong, Xianggen Yin, Zengli Yang, Lijun Wang

“…The algorithm has low requirement of sampling synchronization, small wide-area communication flow, and high fault tolerance.…”
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Adaptive Fixed-Time Nonsingular Terminal Sliding Mode Attitude Tracking Control for Spacecraft with Actuator Saturations and Faults by Zhiguo Han, Minghao Wang, Xunliang Yan, Hang Qian

“…Aiming at the shortcomings and deficiencies in the existing attitude fault-tolerant control system design, combined with the current research status of attitude fault-tolerant control technology, we carry out high-precision, fast-convergent attitude tracking algorithms. …”
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Power Grid Fault Diagnosis Method Using Intuitionistic Fuzzy Petri Nets Based on Time Series Matching by Mingyue Tan, Jiming Li, Xiangqian Chen, Xuezhen Cheng

“…The results for some test cases show that the new method can improve the accuracy and fault tolerance of fault diagnosis, and, furthermore, the abnormal state of the component can be inferred.…”
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Structural Performance Characteristics of Nanomaterials and Its Application in Traditional Architectural Cultural Design and Landscape Planning by Chaohai Ou, DeWei Wang

“…The experimental results prove that the foaming ability of nanomaterials is much better than that of ordinary materials, and the fault tolerance rate of the cement paste is also the highest. …”
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Design of a Wireless Sensor Network Monitoring System for Biological and Pharmaceutical Products by Chun Ho Wu, Chun Kit Ng, Lixing Wang, G. T. S. Ho, W. H. Ip, J. Zhang

“…The framework consists of three processes: the first one is to generate a WSN with full coverage, the second one is to determine the optimal position of the sink, and the last process is to add additional relay nodes for providing fault tolerance to the network. Finally, a feasibility test on B&P product storage in a hospital is conducted. …”
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Hadoop in Banking: Event-Driven Performance Evaluation by Monalisa Panda, Mamata Garnayak, Mitrabinda Ray, Smita Rath, Anuradha Mohanta, Sushree Bibhuprada B. Priyadarshini

“…This is supported by the Hadoop ecosystem, which provides distribution of the processing and storage, making it fit for handling large datasets with high fault tolerance and parallel computation levels. This study analyzes transaction and user engagement data using Hive queries, focusing on credit card transactions via MasterCard. …”
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HARMONIC ANALYSIS OF MAGNETOMOTIVE FORCE IN THE AIR GAP OF SIX-PHASE ASYNCHRONOUS MACHINES by TODOS, Petru, TERTEA, Ghenadie, NUCA, Ilie

“…Multiphase machines are credited with multiple advantages such as: less torque ripple, better power distribution per phase, higher efficiency and fault tolerance capability compared to traditional three-phase machines. …”
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Prediction model for spontaneous combustion temperature of coal based on PSO-XGBoost algorithm by Hui Zhuo, Tongren Li, Wei Lu, Qingsong Zhang, Lingyun Ji, Jinliang Li

“…A tenfold cross-validation method was employed to assess performance of PSO-XGBoost, PSO-RF, PSO-SVR, XGBoost, RF, and SVR models separately, the results underscored the superior predictive accuracy, robustness, fault tolerance, and universality of the PSO-XGBoost model.…”
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Study on Connectivity Mechanism and Robustness of Three-Dimensional Pore Network of Sandstone by Guannan Liu, Xiaopeng Pei, Dayu Ye, Feng Gao, Zongqing Zhou, Chenglu Gao

“…While the sandstone seepage network has better fault tolerance and robustness to external random attacks, this study provides a new approach to study the mechanisms of fluid storage and migration in porous media.…”
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