Bin Zhang
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View article: Parameter Optimization for Dual-Mode Operation of Unitized Regenerative Fuel Cells via Steady-State Simulation
Parameter Optimization for Dual-Mode Operation of Unitized Regenerative Fuel Cells via Steady-State Simulation Open
Mathematical modeling of unitized regenerative fuel cells (URFCs) faces significant challenges in reconciling parameter conflicts between fuel cell (FC) and electrolysis cell (EC) modes. This study establishes a COMSOL-based multi-physics …
View article: CogniSNN: An Exploration to Random Graph Architecture Based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity
CogniSNN: An Exploration to Random Graph Architecture Based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity Open
Currently, most spiking neural networks (SNNs) still mimic the chain-like hierarchical architecture in traditional artificial neural networks (ANNs). This method significantly differs from random connections between neurons found in biolog…
View article: Affectionate real-time assistant: Development of a pressure-sensitive infant holding monitoring system
Affectionate real-time assistant: Development of a pressure-sensitive infant holding monitoring system Open
This paper presents the development of the Affectionate Real-Time Assistant (A.R.A), a pressure-sensitive infant holding monitoring system designed to enhance neonatal safety. The system employs five pressure pads integrated with an Arduin…
View article: Bayesian Input Compression for Edge Intelligence in Industry 4.0
Bayesian Input Compression for Edge Intelligence in Industry 4.0 Open
In Industry 4.0 environments, edge intelligence plays a critical role in enabling real-time analytics and autonomous decision-making by integrating artificial intelligence (AI) with edge computing. However, deploying deep neural networks (…
View article: Enhancing bonding reliability of solid propellant grain based on FFTA and PSO-GRNN
Enhancing bonding reliability of solid propellant grain based on FFTA and PSO-GRNN Open
View article: CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity
CogniSNN: A First Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Expandability and Neuroplasticity Open
Despite advances in spiking neural networks (SNNs) in numerous tasks, their architectures remain highly similar to traditional artificial neural networks (ANNs), restricting their ability to mimic natural connections between biological neu…
View article: QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning?
QLLM: Do We Really Need a Mixing Network for Credit Assignment in Multi-Agent Reinforcement Learning? Open
Credit assignment has remained a fundamental challenge in multi-agent reinforcement learning (MARL). Previous studies have primarily addressed this issue through value decomposition methods under the centralized training with decentralized…
View article: Degradation Characteristics of Coal Samples Under the Dry–Wet Cycle Action of Acidic, High-Salinity Solutions: Experimental Study and Fractal Analysis
Degradation Characteristics of Coal Samples Under the Dry–Wet Cycle Action of Acidic, High-Salinity Solutions: Experimental Study and Fractal Analysis Open
Uniaxial compression tests were conducted on coal samples subjected to different dry–wet cycling treatments to investigate the damage and degradation mechanisms of coal samples under the dry–wet cyclic action of acidic, high-salinity solut…
View article: Multi-decadal Dutch coastal dynamic mapping with multi-source remote sensing imagery
Multi-decadal Dutch coastal dynamic mapping with multi-source remote sensing imagery Open
View article: A Cloud Model-Based Optimal Combined Weighting Framework for the Comprehensive Reliability Evaluation of Power Systems with High Penetration of Renewable Energies
A Cloud Model-Based Optimal Combined Weighting Framework for the Comprehensive Reliability Evaluation of Power Systems with High Penetration of Renewable Energies Open
Reliability has long been a critical attribute of power systems that cannot be ignored. Numerous blackout events have highlighted the increasing risk of outages in power systems due to the prominence of high-proportion power electronics an…
View article: A New Prediction Model of Dam Deformation and Successful Application
A New Prediction Model of Dam Deformation and Successful Application Open
In most dam deformation monitoring practices, some single-point models do not consider the spatial correlation, and the traditional regression models do not consider the nonlinear relationship between the environmental quantity and the def…
View article: Hand–Eye Separation-Based First-Frame Positioning and Follower Tracking Method for Perforating Robotic Arm
Hand–Eye Separation-Based First-Frame Positioning and Follower Tracking Method for Perforating Robotic Arm Open
In subway tunnel construction, current hand–eye integrated drilling robots use a camera mounted on the drilling arm for image acquisition. However, dust interference and long-distance operation cause a decline in image quality, affecting t…
View article: Enterprise power emission reduction technology based on the LSTM–SVM model
Enterprise power emission reduction technology based on the LSTM–SVM model Open
With the increasing emphasis on environmental protection in various regions, reducing electricity emissions for enterprises has become a popular development trend. The research aims to design a machine learning-based power data warning met…
View article: Remote Monitoring and Management System for Oil and Gas Facilities with Integrated IoT and Artificial Intelligence Data Analysis
Remote Monitoring and Management System for Oil and Gas Facilities with Integrated IoT and Artificial Intelligence Data Analysis Open
View article: LangYa: Revolutionizing Cross-Spatiotemporal Ocean Forecasting
LangYa: Revolutionizing Cross-Spatiotemporal Ocean Forecasting Open
Ocean forecasting is crucial for both scientific research and societal benefits. Currently, the most accurate forecasting systems are global ocean forecasting systems (GOFSs), which represent the ocean state variables (OSVs) as discrete gr…
View article: Research and design of multiple gas mixing system in modified atmosphere packaging
Research and design of multiple gas mixing system in modified atmosphere packaging Open
Despite the abundant production of fruits and vegetables in Xinjiang, there is an increasing trend in waste rates. Gas-controlled packaging techniques are employed post-harvest to enhance freshness and extend shelf life. However, the multi…
View article: Research on jujube storage and preservation system based on Internet of Things (IoT)
Research on jujube storage and preservation system based on Internet of Things (IoT) Open
View article: Battery cumulative lifetime prognostics to bridge laboratory and real-life scenarios
Battery cumulative lifetime prognostics to bridge laboratory and real-life scenarios Open
Battery operating data from real-life scenarios are riddled with randomness, complexity, and multi-cell grouping, posing significant challenges for applying lifetime prognostic approaches developed from laboratory scenarios. To address thi…
View article: Proton Beam APerture MoniTor instrument design and overview for the Commissioning and Operation of ESS High Power Beam on Target
Proton Beam APerture MoniTor instrument design and overview for the Commissioning and Operation of ESS High Power Beam on Target Open
This paper presents a detector developed to protect the ESS spallation target. The detector is installed to receive a proton beam that has a peak current of 62.5 mA, an average power of 5 MW, and energy up to 2 GeV. It is designed to detec…
View article: Research on Multi-Objective Optimization of Low Pulsation Unloading Damping Groove of Axial Piston Pump
Research on Multi-Objective Optimization of Low Pulsation Unloading Damping Groove of Axial Piston Pump Open
The high- and low-pressure switching of the axial piston pump is realized by the structure of the valve plate, and the buffer-groove structure on the valve plate is very important to reduce the pressure shock and flow fluctuation. In order…
View article: 2DLIW-SLAM:2D LiDAR-Inertial-Wheel Odometry with Real-Time Loop Closure
2DLIW-SLAM:2D LiDAR-Inertial-Wheel Odometry with Real-Time Loop Closure Open
Due to budgetary constraints, indoor navigation typically employs 2D LiDAR rather than 3D LiDAR. However, the utilization of 2D LiDAR in Simultaneous Localization And Mapping (SLAM) frequently encounters challenges related to motion degene…
View article: Lightweight Arc Fault Detection Method Based on Adam-Optimized Neural Network and Hardware Feature Algorithm
Lightweight Arc Fault Detection Method Based on Adam-Optimized Neural Network and Hardware Feature Algorithm Open
Arc faults are the main cause of electrical fires according to national fire data statistics. Intensive studies of artificial intelligence-based arc fault detection methods have been carried out and achieved a high detection accuracy. Howe…
View article: Adaptive Concurrent Learning Algorithm Based on Pontryagin's Maximum Principle for Nonlinear System Optimal Tracking Control with State Inequality Constraints
Adaptive Concurrent Learning Algorithm Based on Pontryagin's Maximum Principle for Nonlinear System Optimal Tracking Control with State Inequality Constraints Open
In this paper, an adaptive iterative learning algorithm is proposed to solve the optimal tracking control problem (OTCP).Unlike the existing method, we select the finite-time horizon cost function to measure tracking performance.Our method…
View article: Analysis of Influencing Factors on Internal Forces of Large-diameter Jacking Pipe Structures in Composite Formations
Analysis of Influencing Factors on Internal Forces of Large-diameter Jacking Pipe Structures in Composite Formations Open
The design of the existing top pipe pipeline structure adopts a plane strain model and assumes that the pipe circumference is a homogeneous foundation soil.By selecting typical geological conditions for internal force calculation and reinf…
View article: An IMU-Based Ground Reaction Force Estimation Method and Its Application in Walking Balance Assessment
An IMU-Based Ground Reaction Force Estimation Method and Its Application in Walking Balance Assessment Open
Walking is one of the most common daily movements of the human body. Therefore, quantitative evaluation of human walking has been commonly used to assist doctors in grasping the disease degree and rehabilitation process of patients in the …
View article: Multiscale Complex-Valued Feature Attention Convolutional Neural Network for SAR Automatic Target Recognition
Multiscale Complex-Valued Feature Attention Convolutional Neural Network for SAR Automatic Target Recognition Open
Synthetic aperture radar (SAR) images often lack sufficient attention to target features, inadequately express target feature information, and neglect phase information in conventional Convolutional Neural Network (CNN) recognition methods…
View article: Research focusing on Junjube's storage and preservation techniques in Xinjiang in connection with the Internet of Things
Research focusing on Junjube's storage and preservation techniques in Xinjiang in connection with the Internet of Things Open
The surge in jujube yield has left numerous farmers baffled about maintaining the freshness of these jubes. To tackle this issue, we've developed a jujube storage system that integrates Internet of Things technology. The system incorporate…
View article: Defect Recognition for Eddy Current Testing of Spent Nuclear Fuel Canister using Convolutional Neural Network
Defect Recognition for Eddy Current Testing of Spent Nuclear Fuel Canister using Convolutional Neural Network Open
This paper proposes an accurate and robust defect detection solution for 304L and 306L stainless steel (SS) weld. In the proposed solution, Eddy current testing (ECT) is employed to generate 2-dimensional (2D) data for samples under test w…
View article: Analysis of Typical Galloping Shandong 500kV Wendeng Line in 2021
Analysis of Typical Galloping Shandong 500kV Wendeng Line in 2021 Open
In November 2021, 500kV Wendeng pumped storage infrastructure projects in Shandong were affected by extreme bad weather, continuously galloping occurred on key devices, which resulted in damaging to some conductors and fittings and equipme…
View article: A Real-Time Evaluation Algorithm for Noncontact Heart Rate Variability Monitoring
A Real-Time Evaluation Algorithm for Noncontact Heart Rate Variability Monitoring Open
Noncontact vital sign monitoring based on radar has attracted great interest in many fields. Heart Rate Variability (HRV), which measures the fluctuation of heartbeat intervals, has been considered as an important indicator for general hea…