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Photovoltaic and wind power forecasts in power systems with a high share of renewable energy are essential in several applications. These include stable grid operation, profitable power trading, and forward-looking system planning. However,…

机器学习 · 计算机科学 2022-04-04 Stephan Vogt , Jens Schreiber , Bernhard Sick

This paper presents a comprehensive survey of AI-driven mini-grid solutions aimed at enhancing sustainable energy access. It emphasises the potential of mini-grids, which can operate independently or in conjunction with national power…

Wind and solar PV generation data for the entire contiguous US are calculated, on the basis of 32 years of weather data with temporal resolution of one hour and spatial resolution of 40x40km$^2$, assuming site-suitability-based as well as…

The integration of large-scale wind farms and large-scale charging stations for electric vehicles with the electricity grids necessitate energy storage support for both technologies. Matching the energy variability of the wind farms with…

信号处理 · 电气工程与系统科学 2020-04-28 Fuad Noman , Ammar Al-Kahtani , Vassilios Agelidis , Sieh Kiong Tiong

DC power generation is an emerging trend and has been preferred due to its low cost and low in system power losses within local distribution grid. The theme of this paper is the indigenous design of a DC standalone micro grid which will…

系统与控制 · 电气工程与系统科学 2021-12-28 Javeria Noor

Off-grid systems have emerged as a sustainable and cost-effective solution for rural electrification. In sub-Sarahan Africa (SSA), a great number of solar-hybrid microgrids have been installed or planned, operating stand-alone or grid-tied…

系统与控制 · 电气工程与系统科学 2020-05-25 Yifu Ding , Avinash Vijay , Derek Neal , Malcolm McCulloch

By the end of 2023, renewable sources cover 63.4% of the total electric power demand of Chile, and in line with the global trend, photovoltaic (PV) power shows the most dynamic increase. Although Chile's Atacama Desert is considered the…

Given the advancements in data-driven modeling for complex engineering and scientific applications, this work utilizes a data-driven predictive control method, namely subspace predictive control, to coordinate hybrid power plant components…

系统与控制 · 电气工程与系统科学 2025-02-20 Manavendra Desai , Himanshu Sharma , Sayak Mukherjee , Sonja Glavaski

The last mile of the distribution grid is crucial for a successful energy transition, as more low-carbon technology like photovoltaic systems, heat pumps, and electric vehicle chargers connect to the low-voltage grid. Despite considerable…

系统与控制 · 电气工程与系统科学 2026-02-04 Manuel Treutlein , Pascal Bothe , Marc Schmidt , Roman Hahn , Oliver Neumann , Ralf Mikut , Veit Hagenmeyer

The use of fossil energy for electricity production is an evident source of pollution, global warming and climate change. Consequently, researchers have been working to shift toward sustainable and clean energy by exploiting renewable an…

最优化与控制 · 数学 2025-09-25 Yassine Kebbati , Lotfi Baghli

Microgrids offer flexibility in power generation in a way of using multiple renewable energy sources. In the past few years, microgrids become a very active research area in terms of design and control strategies. Most of the microgrids use…

系统与控制 · 电气工程与系统科学 2023-02-17 Akram Muntaser , Abdurazag Saide , Hussin Ragb , Ibrahim Elwarfalli

Integrating renewable energy sources into the power grid is becoming increasingly important as the world moves towards a more sustainable energy future in line with SDG 7. However, the intermittent nature of renewable energy sources can…

The Intergovernmental Panel on Climate Change proposes different mitigation strategies to achieve the net emissions reductions that would be required to follow a pathway that limits global warming to 1.5{\deg}C with no or limited overshoot.…

系统与控制 · 电气工程与系统科学 2021-12-10 Jonathan Dumas

Energy is a necessity and the basis of human life. With the increase in the need for energy supply in recent years, the use of fossil fuels has intensified. Environment is a basic principle for human beings. In our dear country Iran, with…

物理与社会 · 物理学 2023-08-29 Mehran Hosseinzadeh Dizaj

This article presents and describes a 229 bus test system that includes wind, hydro and fossil fuel power plants. It represents the Northeast subsystem of the Brazilian Interconnected Power System (BIPS). The test system supplies a load of…

系统与控制 · 电气工程与系统科学 2022-07-20 Victor Neumann , Roman Kuiava , Rodrigo A. Ramos , Ahda Pavani

We present a comprehensive global temporal dataset of commercial solar photovoltaic (PV) farms and onshore wind turbines, derived from high-resolution satellite imagery analyzed quarterly from the fourth quarter of 2017 to the second…

A smart grid delivers power around the country and has an intelligent monitoring system, which not only keeps track of all the energy coming in from diverse sources but also can detect where energy is needed through a two-way communication…

系统与控制 · 计算机科学 2012-08-28 Amy Poh Ai Ling , Sugihara Kokichi , Mukaidono Masao

With the rapid development of green energy, the efficiency and reliability of wind turbines are key to sustainable renewable energy production. For that reason, this paper presents a novel intelligent system architecture designed for the…

机器人学 · 计算机科学 2024-12-13 Serhii Svystun , Oleksandr Melnychenko , Pavlo Radiuk , Oleg Savenko , Andrii Lysyi

In this paper, we propose networked microgrids to facilitate the integration of variable renewable generation and improve the economics and resiliency of electricity supply in microgrids. A new concept, probability of successful islanding…

最优化与控制 · 数学 2018-05-15 Guodong Liu , Tomas B. Ollis , Bailu Xiao , Xiaohu Zhang , Kevin Tomsovic

With the increasing penetration of the roof-top solar PV and the rising interest in net-zero energy homes concept, there is a need of balancing the performance of intelligent controllers, their cost-effectiveness and over-all sophistication…

系统与控制 · 计算机科学 2020-09-15 Sakshi Mishra , Praveen Palanisamy