Tianyang Zhao
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View article: Economical vehicle-side strategies for an electric bus charging station in vehicle-to-grid services based on reinforcement learning
Economical vehicle-side strategies for an electric bus charging station in vehicle-to-grid services based on reinforcement learning Open
View article: A green sustainable insight for waste management: Recycling of banana peel as a functional ingredient
A green sustainable insight for waste management: Recycling of banana peel as a functional ingredient Open
View article: Exploring meat analogs: A review of alternative proteins with a focus on food safety and regulatory challenges
Exploring meat analogs: A review of alternative proteins with a focus on food safety and regulatory challenges Open
View article: 新型电力系统形态构建的关键机制与技术路径
新型电力系统形态构建的关键机制与技术路径 Open
View article: Artificial intelligence for resilient power system: Motivations, advances, and challenges
Artificial intelligence for resilient power system: Motivations, advances, and challenges Open
View article: Current status of onboard carbon capture and storage (OCCS) system: A survey of technical assessment
Current status of onboard carbon capture and storage (OCCS) system: A survey of technical assessment Open
As the global greenhouse effect worsens every year, controlling greenhouse gas (GHG) emissions, particularly carbon dioxide (CO2), has become a key issue. The shipping industry, as a major component of the transportation industry, has a si…
View article: Study of moist air transfer and its thermal load under refrigerator door closing and opening conditions
Study of moist air transfer and its thermal load under refrigerator door closing and opening conditions Open
This study conducted a detailed experimental study of moist air transfer and its thermal loads in refrigerators under door closing and opening conditions. Employing trace gas technology with CO2 as the tracer, a mass balance equation for C…
View article: Detecting Hillside Urbanization Process Through the Fusion of Nighttime Lights and Landsat Data: A Case Study of Kunming City
Detecting Hillside Urbanization Process Through the Fusion of Nighttime Lights and Landsat Data: A Case Study of Kunming City Open
Rapid urbanization has transformed the spatiotemporal transformation of urban landscape patterns in Kunming City, resulting in the formation of a substantial number of hillside urbanization landscapes. Hillside urbanization has alleviated …
View article: On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models Open
View article: Corrigendum to “A distributed MILP framework to coordinate restoration of transmission and distribution systems under imperfect communication” [Int. J. Elec. Power Energy Syst. 163 (2024) 110342]
Corrigendum to “A distributed MILP framework to coordinate restoration of transmission and distribution systems under imperfect communication” [Int. J. Elec. Power Energy Syst. 163 (2024) 110342] Open
View article: A distributed MILP framework to coordinate restoration of transmission and distribution systems under imperfect communication
A distributed MILP framework to coordinate restoration of transmission and distribution systems under imperfect communication Open
This paper proposes a novel distributed framework to restore transmission and distribution systems (T&DS) under imperfect communication. First of all, nodal reserve is introduced into the power exchange constraint, thereby making the coord…
View article: Two-stage Planning for Smart Buildings with Flexible Heating Load Considering Climate Change
Two-stage Planning for Smart Buildings with Flexible Heating Load Considering Climate Change Open
View article: Low‐carbon power system operation with disperse carbon capture‐transportation‐utilization chain
Low‐carbon power system operation with disperse carbon capture‐transportation‐utilization chain Open
The carbon capture‐transportation‐utilization (C‐CTU) chain strengthens the coupling between terminal energy consumption and renewable energy resources (RES), achieving carbon emission reduction in power generation sectors. However, the dy…
View article: Research on MLD Modeling and Predictive Control of Magnetically Coupled Resonant Bidirectional WPT System
Research on MLD Modeling and Predictive Control of Magnetically Coupled Resonant Bidirectional WPT System Open
The recent studies on magnetically coupled resonant bidirectional wireless power transfer (MCR-BWPT) systems disregard the challenges posed by nonlinearity, discrete switching action, and hybrid properties within the system. This research …
View article: No Head Left Behind – Multi-Head Alignment Distillation for Transformers
No Head Left Behind – Multi-Head Alignment Distillation for Transformers Open
Knowledge distillation aims at reducing model size without compromising much performance. Recent work has applied it to large vision-language (VL) Transformers, and has shown that attention maps in the multi-head attention modules of visio…
View article: Trajectory Prediction with Latent Belief Energy-Based Model
Trajectory Prediction with Latent Belief Energy-Based Model Open
Human trajectory prediction is critical for autonomous platforms like self-driving cars or social robots. We present a latent belief energy-based model (LB-EBM) for diverse human trajectory forecast. LB-EBM is a probabilistic model with co…
View article: Ratiometric Fluorescence Temperature Sensing of Dual-Lanthanide Mofs (Eu1-Xtbx-Btc) Prepared by Solvothermal Method
Ratiometric Fluorescence Temperature Sensing of Dual-Lanthanide Mofs (Eu1-Xtbx-Btc) Prepared by Solvothermal Method Open
View article: Hierarchical Game Theory-Based Optimal Power Management for Both Seaports and Ships
Hierarchical Game Theory-Based Optimal Power Management for Both Seaports and Ships Open
View article: Study of Moist Air Transfer and its Thermal Load Under Refrigerator Door Closing and Opening Conditions
Study of Moist Air Transfer and its Thermal Load Under Refrigerator Door Closing and Opening Conditions Open
View article: DNN Assisted Projection Based Deep Reinforcement Learning for Safe Control of Distribution Grids
DNN Assisted Projection Based Deep Reinforcement Learning for Safe Control of Distribution Grids Open
Deep reinforcement learning (DRL) is a promising solution for voltage control of distribution grids with high penetration of inverter-based renewable energy sources (RESs). Yet, when adopting the DRL-based control method, the safe and opti…
View article: A Novel Zero-Thermal-Quenching Red Phosphor with High Quantum Efficiency and Color Purity
A Novel Zero-Thermal-Quenching Red Phosphor with High Quantum Efficiency and Color Purity Open
In this paper, a series of K5La1-x(MoO4)4: xSm3+ and K5La0.86(MoO4)4: 0.07Sm3+, 0.07Ln3+ (Ln = Sc, Y or Gd) red phosphors were prepared by calcining the mixed raw powders at 600 °C. Meanwhile, the composition and fluorescence properties of…
View article: A probabilistic track model for tropical cyclone risk assessment using multitask learning
A probabilistic track model for tropical cyclone risk assessment using multitask learning Open
Tropical cyclone (TC) track forecasting is critical for wind risk assessment. This work proposes a novel probabilistic TC track forecasting model based on mixture density network (MDN) and multitask learning (MTL). The existing NN-based pr…
View article: Cooperative Operation of Renewable-Integrated Multi-Energy Microgrids Under Dynamic Rolling Horizon Strategy
Cooperative Operation of Renewable-Integrated Multi-Energy Microgrids Under Dynamic Rolling Horizon Strategy Open
Publisher Copyright: © 2023 EPE Association.
View article: Distributed dynamic event‐triggered control for resilience‐oriented current sharing in microgrid
Distributed dynamic event‐triggered control for resilience‐oriented current sharing in microgrid Open
Distributed dynamic event‐triggered control (ETC) method is proposed to solve the stochastic and intermittent problem caused by distributed renewable energy generation unit (DG) in microgrid (MG). It aims at reducing communication cost whi…
View article: Spatial–temporal QoS assessment of the EV charging network considering power outages
Spatial–temporal QoS assessment of the EV charging network considering power outages Open
The rapid expansion of electric vehicle charging networks (EVCNs) makes them critical infrastructures bridging power and traffic systems. The EVCN could be vulnerable during power outages at fast charging stations (FCSs), which are induced…
View article: Stochastic unit commitment for power systems with offshore wind farms towards frequency resiliency
Stochastic unit commitment for power systems with offshore wind farms towards frequency resiliency Open
To enhance the resilience of transmission systems with offshore wind farms before the advent of typhoons, a proactive unit commitment scheme is proposed. A novel scenario tree is proposed to quantify the uncertain impacts of typhoons on of…
View article: Preparation of Cod Skin Collagen Peptides/Chitosan-Based Temperature-Sensitive Gel and Its Anti-Photoaging Effect in Skin
Preparation of Cod Skin Collagen Peptides/Chitosan-Based Temperature-Sensitive Gel and Its Anti-Photoaging Effect in Skin Open
SP can cause many clinical skin diseases, such as solar freckle-like nevus, solar keratosis, cutaneous melanoma, and squamous cell carcinoma. CSCPs are a high-efficacy anti-SP natural active substance and CS/CSCPs/β-GP gel can synergistica…
View article: An Exploration of the Extension Evaluation of Intervention Capacity in Higher Education Psychological Crisis Events
An Exploration of the Extension Evaluation of Intervention Capacity in Higher Education Psychological Crisis Events Open
Building a comprehensive system to intervene in psychological crisis events in universities is one of the critical tasks in current higher education. To address issues such as high coupling among various indicators within this system and t…
View article: Microgrid Energy Management with Energy Storage Systems: A Review
Microgrid Energy Management with Energy Storage Systems: A Review Open
Microgrids (MGs) are playing a fundamental role in the transition of energy systems towards a low carbon future due to the advantages of a highly efficient network architecture for flexible integration of various DC/AC loads, distributed r…
View article: Power Curve Modeling for Wind Turbine Using Hybrid-driven Outlier Detection Method
Power Curve Modeling for Wind Turbine Using Hybrid-driven Outlier Detection Method Open
Wind power curve modeling is essential in the analysis and control of wind turbines (WTs), and data preprocessing is a critical step in accurate curve modeling. As traditional methods do not sufficiently consider WT models, this paper prop…