Search Results - "Yao, Haotian"
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A Spatial-Temporal Transformer Architecture Using Multi-Channel Signals for Sleep Stage Classification
Published in IEEE transactions on neural systems and rehabilitation engineering (01-01-2023)“…Sleep stage classification is a fundamental task in diagnosing and monitoring sleep diseases. There are 2 challenges that remain open: (1) Since most methods…”
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Segmentation and Measurement of Superalloy Microstructure Based on Improved Nonlocal Block
Published in IEEE access (2022)“…The microstructure of superalloy materials has a decisive impact on its service performance. When preparing the material and photographing the microstructure,…”
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Optimal planning of distribution network with transactive energy: Review and framework
Published in IET smart grid (01-04-2024)“…With the emergence of distributed energy resources (DER) and prosumers in the distribution networks, the traditional centralised operation structure has…”
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Planning-objective based representative day selection for optimal investment decision of distribution networks
Published in Energy reports (01-12-2020)“…The development of power monitoring equipment triggers the increase of various power grid data. As an important solution for the optimal investment decision,…”
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Exploring multiple investment strategies for non-utility-owned DGs: A decentralized risked-based approach
Published in Applied energy (15-11-2022)“…•Multiple investment strategies of non-utility-owned DGs are proposed, which account for different DG ownerships, rights of operation and pricing mechanisms…”
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Virtual Prosumers' P2P Transaction Based Distribution Network Expansion Planning
Published in IEEE transactions on power systems (01-01-2024)“…The deployment of prosumers with distributed energy resources (DERs) has facilitated the prosumer-centric transactive market, giving rise to the consequent…”
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Optimal Planning of Distribution Systems and Charging Stations Considering PV-Grid-EV Transactions
Published in IEEE transactions on smart grid (15-07-2024)“…Uncertainties associated with large-scale deployment of electric vehicles (EVs) and photovoltaic (PV) pose challenges to distribution network expansion…”
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Optimal Prosumers' Peer-to-Peer Energy Trading and Scheduling in Distribution Networks
Published in IEEE transactions on industry applications (01-03-2022)“…The emergence of prosumers in the distribution networks provides the proactive local management of distributed energy resources (DERs) and distributed energy…”
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Weight-Dependent Gates for Network Pruning
Published in IEEE transactions on circuits and systems for video technology (01-10-2022)“…In this paper, a simple yet effective network pruning framework is proposed to simultaneously address the problems of pruning indicator, pruning ratio, and…”
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Virtual Prosumers' P2P Transaction Based Distribution Network Expansion Planning
Published in 2024 IEEE Power & Energy Society General Meeting (PESGM) (21-07-2024)“…The deployment of prosumers with distributed energy resources (DERs) has facilitated the prosumer-centric transactive market, giving rise to the consequent…”
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Conference Proceeding -
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Peer-to-Peer Coupled Trading of Energy and Carbon Emission Allowance: A Stochastic Game-Theoretic Approach
Published in IEEE internet of things journal (15-07-2024)“…Existing decoupled energy and carbon trading market leads to an inefficient and suboptimal operation of the distribution networks regarding economic interests…”
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Slope-Based Shape Cluster Method for Smart Metering Load Profiles
Published in IEEE transactions on smart grid (01-03-2020)“…Cluster analysis is used to study the group of load profiles from smart meters to improve the operability in distribution network. The traditional K-means…”
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13
A Carbon Emission Allowance Bargaining Model for Energy Transactions Among Prosumers
Published in IEEE transactions on power systems (01-07-2024)“…The carbon pricing is the main issue of the carbon trading market for enabling cost-effective decarbonization in the energy networks. A nodal carbon pricing…”
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FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving
Published 19-04-2024“…The future instance prediction from a Bird's Eye View(BEV) perspective is a vital component in autonomous driving, which involves future instance segmentation…”
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Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection
Published 05-02-2024“…Multi-view 3D object detection systems often struggle with generating precise predictions due to the challenges in estimating depth from images, increasing…”
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Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
Published 04-10-2021“…Model smoothing is of central importance for obtaining a reliable teacher model in the student-teacher framework, where the teacher generates surrogate…”
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Peer-to-Peer Energy Trading Considering Low-Carbon Preference
Published in 2023 Panda Forum on Power and Energy (PandaFPE) (01-04-2023)“…The acceleration of renewable energy resources prompts transition to the low-carbon networks. However, the intermittent output of RES causes severe operational…”
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Conference Proceeding -
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Multi-area Peer-to-Peer Energy Trading
Published in 2020 IEEE 3rd Student Conference on Electrical Machines and Systems (SCEMS) (04-12-2020)“…With the influx of third-party capitals, the traditional centralized operation problem is transformed into multi-area autonomous optimization problems charged…”
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Conference Proceeding -
20
Weight-dependent Gates for Network Pruning
Published 14-05-2022“…In this paper, a simple yet effective network pruning framework is proposed to simultaneously address the problems of pruning indicator, pruning ratio, and…”
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Journal Article