Results 1 to 10 of about 3,630,548 (240)

A Two-Stage Generative Architecture for Renewable Scenario Generation Based on Temporal Scenario Representation and Diffusion Models

Energies
Scenario generation proves to be an effective approach for addressing uncertainties in stochastic programming for power systems with integrated renewable resources. In recent years, numerous studies have explored the application of deep generative models
Chenglong Xu, Peidong Xu, Yuxin Dai, Shi Su, Luxi Zhang, Jun Zhang, Yuyang Bai, Tianlu Gao, Qingyang Xie, Lei Shang, Wenzhong Gao   +10 more
doaj   +3 more sources

Stochastic Scenario Generation Methods for Uncertainty in Wind and Photovoltaic Power Outputs: A Comprehensive Review

Energies
This paper reviews scenario generation techniques for modeling uncertainty in wind and photovoltaic (PV) power generation, a critical component as renewable energy integration into power systems grows.
Kun Zheng, Zhiyuan Sun, Yi Song, Chen Zhang, Chunyu Zhang, Fuhao Chang, Dechang Yang, Xueqian Fu   +7 more
doaj   +3 more sources

A Multi-Year Scenario-Based Transmission Expansion Planning Model Incorporating Available Transfer Capability [PDF]

AUT Journal of Electrical Engineering, 2020
This paper presents a multi-year scenario-based methodology for transmission expansion planning (TEP) in order to enhance the available transfer capability (ATC).
Tohid Akbari, Saeed Zolfaghari Moghaddam
doaj   +1 more source

Review on Functional Testing Scenario Library Generation for Connected and Automated Vehicles

Sensors, 2022
The advancement of autonomous driving technology has had a significant impact on both transportation networks and people’s lives. Connected and automated vehicles as well as the surrounding driving environment are increasingly exchanging information. The
Yu Zhu, Jian Wang, Fanqiang Meng, Tongtao Liu   +3 more
doaj   +1 more source

Multi‐Objective Optimization Models for the Design of Water Distribution Networks by Exploring Scenario‐Based Approaches

Water Resources Research, 2023
Demand in a water distribution network (WDN) is an aleatory variable, owing to the unpredictable behaviors of water users. Therefore, it is one of the main reasons for uncertainty in the design of this infrastructure.
M. C. Cunha, R. Magini, J. Marques
doaj   +1 more source

Scenario Generations for Renewable Energy Sources and Loads Based on Implicit Maximum Likelihood Estimations

Journal of Modern Power Systems and Clean Energy, 2022
Scenario generations for renewable energy sources and loads play an important role in the stable operation and risk assessment of integrated energy systems.
Wenlong Liao, Birgitte Bak-Jensen, Jayakrishnan Radhakrishna Pillai, Zhe Yang, Yusen Wang, Kuangpu Liu   +5 more
doaj   +1 more source

Modelling Electric Vehicle Charge Demand: Implementation for the Greek Power System

World Electric Vehicle Journal, 2022
The emerging popularity of Plug-in Electric Vehicles (PEVs) is creating new connections between the transportation and electric sectors, and PEV charging will bring new opportunities and challenges to a system of growing complexity.
Stavros G. Mitrakoudis, Minas C. Alexiadis   +1 more
doaj   +1 more source

Scenario Generation for Wind Power Using Improved Generative Adversarial Networks

IEEE Access, 2018
Wind power scenarios have a significant impact on stochastic optimization problems for power systems in which wind power is a significant component.
Congmei Jiang, Yongfang Mao, Yi Chai, Mingbiao Yu, Songbing Tao   +4 more
doaj   +1 more source

Applying Heuristics to Generate Test Cases for Automated Driving Safety Evaluation

Applied Sciences, 2021
Comprehensive safety evaluation methodologies for automated driving systems that account for the large complexity real traffic are currently being developed.
Leonard Stepien, Silvia Thal, Roman Henze, Hiroki Nakamura, Jacobo Antona-Makoshi, Nobuyuki Uchida, Pongsathorn Raksincharoensak   +6 more
doaj   +1 more source

Modeling and Forecasting Electric Vehicle Consumption Profiles

Energies, 2019
The growing number of electric vehicles (EV) is challenging the traditional distribution grid with a new set of consumption curves. We employ information from individual meters at charging stations that record the power drawn by an EV at high temporal ...
Alexis Gerossier, Robin Girard, George Kariniotakis   +2 more
doaj   +1 more source