Search Results - "Weisi Deng"
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1
Short-term prediction of wind power based on phase space reconstruction and BiLSTM
Published in Energy reports (01-09-2023)“…Aiming at the chaotic characteristics of wind power sequence and combined with meteorological information, a short-term prediction method of wind power based…”
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Journal Article -
2
Bioinspired Multifunctional Self-Sensing Actuated Gradient Hydrogel for Soft-Hard Robot Remote Interaction
Published in Nano-micro letters (01-12-2024)“…Highlights The bioinspired self-sensing actuated gradient hydrogel was developed by a wettability-based method via precipitation of MoO 2 nanosheets…”
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3
Risk-Based Probabilistic Voltage Stability Assessment in Uncertain Power System
Published in Energies (Basel) (2017)“…The risk-based assessment is a new approach to the voltage stability assessment in power systems. Under several uncertainties, the security risk of static…”
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4
Characteristics and Driving Mechanisms of Coastal Wind Speed during the Typhoon Season: A Case Study of Typhoon Lekima
Published in Atmosphere (01-08-2024)“…The development and utilization of wind energy is of great significance to the sustainable development of China’s economy and the realization of the “dual…”
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5
A novel wind power prediction approach using multivariate variational mode decomposition and multi-objective crisscross optimization based deep extreme learning machine
Published in Energy (Oxford) (01-12-2022)“…With the increasing proportion of wind power, effective wind power prediction plays a vital role in the stable operation and safety management of power…”
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A novel multi-gradient evolutionary deep learning approach for few-shot wind power prediction using time-series GAN
Published in Energy (Oxford) (15-11-2023)“…Due to the lack of historical data, accurate prediction is a great challenge for newly constructed wind farms (NWFs). How to guarantee satisfactory prediction…”
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Journal Article -
7
Flexible allocation and optimal configuration of multi-level energy exploitation units for heterogeneous energy systems considering resource distribution
Published in Renewable energy (01-09-2024)“…The energy systems are evolving into heterogeneous energy systems (HESs) with complicated integration of sources, networks, loads, and storage towards a…”
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Journal Article -
8
Application of Cost-CVaR model in determining optimal spinning reserve for wind power penetrated system
Published in International journal of electrical power & energy systems (01-03-2015)“…•The paper proposes a Cost-CVaR model to determine optimal spinning reserve requirements in electricity market.•CVaR is applied to evaluate the risk caused by…”
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Journal Article -
9
Model Predictive Control-Based Real-Time Optimal Charging of Electric Vehicle Aggregators
Published in 2022 IEEE Power & Energy Society General Meeting (PESGM) (17-07-2022)“…The optimal operation problem of electric vehicle aggregator (EVA) is considered. An EVA can participate in energy and regulation markets with its current and…”
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Conference Proceeding -
10
The risk-based assessment of static voltage stability issues with consideration of load and wind power uncertainties
Published in 2015 Clemson University Power Systems Conference (PSC) (01-03-2015)“…The risk-based assessment is a new approach to the voltage stability assessment in power system. Under several uncertainties, the security risk of static…”
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Conference Proceeding -
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Economic benefits evaluating of wind power integration considering transmission congestion
Published in 2016 Clemson University Power Systems Conference (PSC) (01-03-2016)“…In this paper, a model of evaluating the economic benefits brought by wind power integration considering transmission congestion is proposed, in which the…”
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Conference Proceeding -
12
Probabilistic dynamic load flow with correlated wind sources
Published in IEEJ transactions on electrical and electronic engineering (01-01-2018)“…Correlation among different wind sources brings great challenge to probabilistic load flow (PLF) calculation, especially when different wind sources are not…”
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13
Multi-scale complex terrain wind power output prediction based on multi-feature refinement fusion
Published in 2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC) (20-09-2024)“…Reliable wind power output (WPO) prediction is a security guarantee for high penetration power systems from wind power. Currently, the utilization of…”
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Conference Proceeding -
14
Distributed Multi-Area Optimal Power Flow via Rotated Coordinate Descent Critical Region Exploration
Published in 2022 IEEE 61st Conference on Decision and Control (CDC) (06-12-2022)“…We consider the problem of distributed optimal power flow (OPF) for multi-area electric power systems. A novel coordination scheme using a two-layered…”
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Conference Proceeding -
15
Research on the Application of Computer Artificial Intelligence Technology in the Interactive Design of Art Museum Exhibition
Published in 2022 2nd International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI) (23-09-2022)“…A B/S based 3-dimensional museum art exhibition gallery model were created by the professional engine, Unity Pro, which provide a realistic interactive display…”
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Conference Proceeding -
16
Distributed Multi-Area Optimal Power Flow via Rotated Coordinate Descent Critical Region Exploration
Published 28-10-2021“…We consider the problem of distributed optimal power flow (OPF) for multi-area electric power systems. A novel distributed algorithm is proposed, referred to…”
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Journal Article -
17
Distributed Photovoltaic Power Forecast Methods: A Review
Published in 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) (07-07-2023)“…Climate change and global warming threaten both nature and humanity. Renewable energy is an effective way to solve this problem. Distributed photovoltaics…”
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Conference Proceeding -
18
Optimal Capacity Configuration of Hydrogen Storage Systems Connecting the Electricity-Heat Network
Published in 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) (07-07-2023)“…The goals of emission peak and carbon neutrality dictate the importance for the development of the new power system based on the renewable energy sources…”
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Conference Proceeding -
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Wind Power Interval Prediction Based on CGAN and KELM under Extreme Weather Scenarios
Published in 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia) (07-07-2023)“…As the proportion of wind power in grid continues to increase, more and more newly built or expanded wind farms are facing problems such as lack of historical…”
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Conference Proceeding -
20
Short-Term Wind Power Prediction Based on Wind Speed Interval Division and TimeGAN for Gale Weather
Published in 2023 International Conference on Power Energy Systems and Applications (ICoPESA) (24-02-2023)“…Accurate short-term wind power prediction(WPP) is important for the grid dispatch of the power system. The accuracy of WPP is closely related to weather…”
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Conference Proceeding