Dongxu Guo
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View article: Optimal Energy Sharing Strategy in Multi-Integrated Energy Systems Considering Asymmetric Nash Bargaining
Optimal Energy Sharing Strategy in Multi-Integrated Energy Systems Considering Asymmetric Nash Bargaining Open
Integrated energy systems (IESs) are increasingly being deployed and expanded, which integrate various energy infrastructures to enable flexible conversion and utilization among different energy forms. To facilitate collaboration among ope…
View article: Surface Defect Detection on Aluminum Profiles After Roll Bending Based on an Improved Fuzzy Clustering Algorithm
Surface Defect Detection on Aluminum Profiles After Roll Bending Based on an Improved Fuzzy Clustering Algorithm Open
This study is dedicated to defect detection on the surface of aluminum profiles after roll bending processing, which is crucial for ensuring the quality, safety, and reliability of aluminum profile products. In view of the limitations of t…
View article: Two-Stage Robust Optimization of Integrated Energy Systems Considering Uncertainty in Carbon Source Load
Two-Stage Robust Optimization of Integrated Energy Systems Considering Uncertainty in Carbon Source Load Open
Integrated Energy Systems (IESs) interconnect various energy networks to achieve coordinated planning and optimized operation among heterogeneous energy subsystems, making them a hot topic in current energy research. However, with the high…
View article: Elemental Geochemical Characteristics of Shales from Wufeng–Longmaxi Formations in the Southern Margin of the Qinling Orogenic Belt, China: Implications for Depositional Controls on Organic Matter
Elemental Geochemical Characteristics of Shales from Wufeng–Longmaxi Formations in the Southern Margin of the Qinling Orogenic Belt, China: Implications for Depositional Controls on Organic Matter Open
[Image: see text] The tectonic background and sedimentary environment during the transition period from the Ordovician to Silurian have been widely studied by many scholars. This study focuses on the Upper Ordovician Wufeng Formation and L…
View article: STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft
STEVE Series: Step-by-Step Construction of Agent Systems in Minecraft Open
Building an embodied agent system with a large language model (LLM) as its core is a promising direction. Due to the significant costs and uncontrollable factors associated with deploying and training such agents in the real world, we have…
View article: Earthworm‐Inspired Ultra‐Durable Sliding Triboelectric Nanogenerator with Bionic Self‐Replenishing Lubricating Property for Wind Energy Harvesting and Self‐Powered Intelligent Sports Monitoring
Earthworm‐Inspired Ultra‐Durable Sliding Triboelectric Nanogenerator with Bionic Self‐Replenishing Lubricating Property for Wind Energy Harvesting and Self‐Powered Intelligent Sports Monitoring Open
Triboelectric nanogenerators (TENGs), a promising strategy for harvesting distributed low‐quality power sources, face inevitable bottlenecks regarding long‐term abrasion and poor durability. Herein, both issues are addressed by selecting a…
View article: Strategic optimization operations in the integrated energy system through multitime scale comprehensive demand response
Strategic optimization operations in the integrated energy system through multitime scale comprehensive demand response Open
In the context of the dual carbon goal strategy, the proportion of new energy generation has increased annually, large‐scale renewable energy integration has been achieved, and the intermittent and uncertain operating characteristics pose …
View article: Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model
Do We Really Need a Complex Agent System? Distill Embodied Agent into a Single Model Open
With the power of large language models (LLMs), open-ended embodied agents can flexibly understand human instructions, generate interpretable guidance strategies, and output executable actions. Nowadays, Multi-modal Language Models~(MLMs) …
View article: Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation
Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation Open
Due to the dynamic and unpredictable open-world setting, navigating complex environments in Minecraft poses significant challenges for multi-agent systems. Agents must interact with the environment and coordinate their actions with other a…
View article: Rare Earth Element Characteristics of Shales from Wufeng–Longmaxi Formations in Deep-Buried Areas of the Northern Sichuan Basin, Southern China: Implications for Provenance, Depositional Conditions, and Paleoclimate
Rare Earth Element Characteristics of Shales from Wufeng–Longmaxi Formations in Deep-Buried Areas of the Northern Sichuan Basin, Southern China: Implications for Provenance, Depositional Conditions, and Paleoclimate Open
To explore the sedimentary environment and the background of the source area of organic-rich shales in the Wufeng-Longmaxi Formations in the northern Sichuan Basin, samples from Well XX1 in the area were subjected to geochemical testing an…
View article: The importance of electrolyte environment during <i>in situ</i> self-transformation for synthesizing V<sub>2</sub>O<sub>5</sub>·<i>n</i>H<sub>2</sub>O
The importance of electrolyte environment during <i>in situ</i> self-transformation for synthesizing V<sub>2</sub>O<sub>5</sub>·<i>n</i>H<sub>2</sub>O Open
During in situ self-transformation, VO 2 in 2 M ZnSO 4 underwent volume expansion, whereas in 2 M Zn(OTf) 2 , it experienced volume contraction.
View article: Battery Test Profile Generation Framework for Electric Vehicles
Battery Test Profile Generation Framework for Electric Vehicles Open
This paper proposes a framework for generating a battery test profile that accounts for the complex operating conditions of electric vehicles, which is essential for ensuring the durability and safety of the battery system used in these ve…
View article: EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation
EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation Open
Electric vehicles (EVs) play an important role in reducing carbon emissions. As EV adoption accelerates, safety issues caused by EV batteries have become an important research topic. In order to benchmark and develop data-driven methods fo…
View article: Realistic fault detection of Li-ion battery via dynamical deep learning approach
Realistic fault detection of Li-ion battery via dynamical deep learning approach Open
Accurate evaluation of Li-ion battery (LiB) safety conditions can reduce unexpected cell failures, facilitate battery deployment, and promote low-carbon economies. Despite the recent progress in artificial intelligence, anomaly detection m…
View article: Physics-Informed Recurrent Neural Networks with Fractional-Order Constraints for the State Estimation of Lithium-Ion Batteries
Physics-Informed Recurrent Neural Networks with Fractional-Order Constraints for the State Estimation of Lithium-Ion Batteries Open
The state estimation of lithium-ion battery is the basis of an intelligent battery management system; therefore, both model-based and data-driven methods have been designed and developed for state estimation. Rather than using complex part…
View article: Structure and in Vitro Digestion Properties of Waxy Wheat Starch-Lipid Complexes
Structure and in Vitro Digestion Properties of Waxy Wheat Starch-Lipid Complexes Open
To explore the effect of saturated fatty acid carbon chain length on the structure and in vitro digestive properties of waxy wheat A and B starch-lipid complexes. Using waxy wheat A and B starch as the main raw materials, after being modif…
View article: Parameter Identification Method for a Fractional-Order Model of Lithium-Ion Batteries Considering Electrolyte-Phase Diffusion
Parameter Identification Method for a Fractional-Order Model of Lithium-Ion Batteries Considering Electrolyte-Phase Diffusion Open
The physics-based fractional-order model (FOM) for lithium-ion batteries has shown good application prospects due to its mechanisms and simplicity. To adapt the model to higher-level applications, this paper proposes an improved FOM consid…
View article: China’s Road Traffic Mortality Rate and Its Empirical Research from Socio-Economic Factors Based on the Tobit Model
China’s Road Traffic Mortality Rate and Its Empirical Research from Socio-Economic Factors Based on the Tobit Model Open
Road transport safety is an important part of transport construction in China. China is now the world’s second-largest country for road traffic deaths. Research on the road traffic mortality rate (RTMR) in China is of great significance in…
View article: Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion Open
Forecasting pedestrians' future motions is essential for autonomous driving systems to safely navigate in urban areas. However, existing prediction algorithms often overly rely on past observed trajectories and tend to fail around abrupt d…
View article: Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion
Pedestrian Stop and Go Forecasting with Hybrid Feature Fusion Open
Forecasting pedestrians' future motions is essential for autonomous driving systems to safely navigate in urban areas. However, existing prediction algorithms often overly rely on past observed trajectories and tend to fail around abrupt d…
View article: EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation
EVBattery: A Large-Scale Electric Vehicle Dataset for Battery Health and Capacity Estimation Open
Electric vehicles (EVs) play an important role in reducing carbon emissions. As EV adoption accelerates, safety issues caused by EV batteries have become an important research topic. In order to benchmark and develop data-driven methods fo…
View article: A Study on the Behaviors of Internal Short Circuit in Lithium-Ion Batteries
A Study on the Behaviors of Internal Short Circuit in Lithium-Ion Batteries Open
Internal short circuit (ISC) plays an important role in lithium-ion battery safety accidents.However, the mechanism of how ISC triggers thermal runaway is still unclear yet.We implant the shape memory alloy device into jelly-roll to trigge…
View article: Identification of Differential Capacity in Lithium-Ion Batteries by Deconvolution of Electrochemical Impedance Spectroscopy
Identification of Differential Capacity in Lithium-Ion Batteries by Deconvolution of Electrochemical Impedance Spectroscopy Open
Electrochemical impedance spectroscopy (EIS) allows detailed investigations of polarization processes and is widely used to study the kinetics of electrode reaction in lithium-ion batteries.The distribution of relaxation times (DRT) calcul…