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Article
Thermal infrared action recognition with two-stream shift Graph Convolutional Network
The extensive deployment of camera-based IoT devices in our society is heightening the vulnerability of citizens’ sensitive information and individual data privacy. In this context, thermal imaging techniques ...
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Article
Torque Vectoring and Multi-Mode Driving of Electric Vehicles with a Novel Dual-Motor Coupling Electric Drive System
Highly integrated and efficient electric drive technology for improving the comprehensive performance of electric vehicles stands as a prominent research focus. This paper proposes a novel dual-motor coupling ...
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Article
A State Detection Method of Induction Motor Based on PSO-BS-SMO
In order to improve the performance of sliding mode observer in detecting the state of induction motor, a state detection method based on particle swarm optimization (PSO)-backstep** (BS)-sliding mode observ...
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Article
Chaos shift keying secure communication based on improper fractional-order chaotic system and its application in electronic lock
This paper proposes a novel chaotic system model, which can be in a chaotic state when the order is fractional-order, integer order and improper fractional-order. Analyze the equilibrium stability and dynamic ...
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Article
Event-triggered sliding mode observer based on particle swarm optimization for fault detection of the doubly fed induction generator for wind power systems
In order to accurately track the state of the doubly fed induction generator (DFIG) for wind power systems and implement its fault detection, an event-triggered sliding mode observer based on particle swarm op...
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Article
Semi-supervised deep learning recognition method for the new classes of faults in wind turbine system
Traditional fault recognition algorithms can only identify the known classes of fault in wind turbine systems(WTs). These faults have already appearedin the WTs, thus, the fault recognition algorithm can ident...
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Article
Open AccessCross subkey side channel analysis based on small samples
The majority of recently demonstrated Deep-Learning Side-Channel Analysis (DLSCA) use neural networks trained on a segment of traces containing operations only related to the target subkey. However, when the s...
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Article
Structural Topology and Dynamic Response Analysis of an Electric Torque Vectoring Drive-Axle for Electric Vehicles
In-wheel motor-drive electric vehicles have the advantage of independently controllable wheel torque and the disadvantages of unsprung mass rise and power restriction. To address the disadvantages, a centraliz...
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Article
Secure Communication Based on Microcontroller Unit with a Novel Five-Dimensional Hyperchaotic System
In this paper, a five-dimensional hyperchaotic system for secure communication based on MCU is proposed. First, a five-dimensional hyperchaotic system is constructed and the features such as equilibrium stabil...
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Article
Design of dynamic cipher electronic lock based on chaotic system
Compared with the static cipher, the dynamic cipher has the characteristic of "one cipher at a time" proposed by Shannon theory. Therefore, it is regarded as the safest among many forms of identity authenticat...
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Article
Design of PID Controller Based on ELM and Its Implementation for Buck Converters
Buck converter is a kind of converter device with high efficiency, wide adjustable output voltage, small loss, small size and light weight. Its circuit has nonlinearity and will exhibit abundant nonlinear phen...
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Article
Fault Detection Based on a Combined Approach of FA-CP-ELM with Application to Wind Turbine System
In this paper, a novel wind turbine (WT) fault detection method, based on the Partial Least Squares (PLS), Firefly Algorithm (FA), Chaos Map (CP) and Extreme Learning Machine (ELM), which is proposed and expla...
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Article
Dynamic analysis of seven-dimensional fractional-order chaotic system and its application in encrypted communication
This paper proposes a novel seven-dimensional fractional-order chaotic system applied to secure communication. First, a seven-dimensional fractional order system is constructed by selecting an arbitrary fracti...
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Article
Power Load Disaggregation of Households with Solar Panels Based on an Improved Long Short-term Memory Network
With the increasing application of small distributed renewable energy systems in household power supplies, when a large number of distributed renewable energy power generation systems are connected to the powe...
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Article
Development and experimental validation of an automatic parking brake system with less driveline sensor
Electrical Parking Brake (EPB) has been popularly used in passenger cars over the past ten years. With the help of the several kinds of sensors mounted in driveline for the total traction force estimation, EPB...
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Article
Simulation investigation of tractive energy conservation for a cornering rear-wheel-independent-drive electric vehicle through torque vectoring
Although electric vehicle fully exhibits its comparative merits of energy conservation and environmental friendliness, further improvement of its traction energy efficiency lacks comprehensive investigations i...
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Article
Parameters design and braking efficiency analysis of a hydraulic self-energizing wedge disc brake
Pursuing more efficient running and operation has been the orientation of today's automotive powertrain and chassis technologies development. As for the brake system, increasing the braking efficiency or reduc...
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Article
The Faults Diagnostic Analysis for Analog Circuit Based on FA-TM-ELM
Develo** fault detection is very important for improving the equipment reliability and saving energy consumption. As compared with neural networks, extreme learning machine (ELM) is based on statistical lear...
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Chapter and Conference Paper
Design and Simulation of a Novel Wedge Disc Brake
Though conventional hydraulic disc brake has better braking steadiness, it also has poor braking efficiency factor. As a fact, the conventional hydraulic disc brake has no large-scale application to heavy duty...
