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Modeling and predicting solar events, particularly the solar ramping event, is critical for improving situational awareness for solar power generation systems. It has been acknowledged that weather conditions such as temperature, humidity,…

应用统计 · 统计学 2022-06-20 Minghe Zhang , Chen Xu , Andy Sun , Feng Qiu , Yao Xie

Estimating power consumption in modern Cloud environments is essential for carbon quantification toward green computing. Specifically, it is important to properly account for the power consumed by each of the running applications, which are…

分布式、并行与集群计算 · 计算机科学 2024-07-02 Sunyanan Choochotkaew , Chen Wang , Huamin Chen , Tatsuhiro Chiba , Marcelo Amaral , Eun Kyung Lee , Tamar Eilam

Renewable energy technologies including solar and wind inevitably play a leading role in meeting the growing demand for a decarbonized and clean power grid. However, these technologies are highly dependent of meteorological conditions of…

系统与控制 · 电气工程与系统科学 2021-07-02 Simon Julien , Amirhossein Sajadi , Bri-Mathias Hodge

This paper proposes a new numerical optimization algorithm inspired by the strawberry plant for solving complicated engineering problems. Plants like strawberry develop both runners and roots for propagation and search for water resources…

神经与进化计算 · 计算机科学 2014-07-29 F. Merrikh-Bayat

The co-optimization of behind-the-meter distributed energy resources is considered for prosumers under the net energy metering tariff. The distributed energy resources considered include renewable generations, flexible demands, and battery…

系统与控制 · 电气工程与系统科学 2024-07-11 Ahmed S. Alahmed , Lang Tong , Qing Zhao

We consider the problem of sampling from solutions defined by a set of hard constraints on a combinatorial space. We propose a new sampling technique that, while enforcing a uniform exploration of the search space, leverages the reasoning…

人工智能 · 计算机科学 2012-10-19 Stefano Ermon , Carla P. Gomes , Bart Selman

In the context of the global energy ecosystem transformation, we introduce a new approach to reduce the carbon emissions of the cloud-computing sector and, at the same time, foster the deployment of small-scale private photovoltaic plants.…

计算机与社会 · 计算机科学 2021-02-16 Borja Martinez , Xavier Vilajosana

The increasing penetration of photovoltaic (PV) systems in distribution grids can lead to overvoltage and transformer overloading issues. While voltage regulation has been extensively studied and some research has addressed transformer…

系统与控制 · 电气工程与系统科学 2024-10-15 Amirhossein Ghorbansarvi , Dakota Hamilton , Mads R. Almassalkhi , Hamid R. Ossareh

Off-grid microgrids powered entirely by renewable energy sources face substantial challenges in achieving utility-grade reliability standards. Existing microgrid planning frameworks often prioritize cost minimization while treating…

系统与控制 · 电气工程与系统科学 2026-05-19 Mohammed Zeehan Saleheen , Markus Wagner , Hao Wang

We generate new standard solar models using newly analyzed nuclear fusion cross sections and present results for helioseismic quantities and solar neutrino fluxes. We discuss the status of the solar abundance problem and investigate whether…

太阳与恒星天体物理 · 物理学 2015-05-27 Aldo M. Serenelli , Wick C. Haxton , Carlos Pena-Garay

Analyzing data centers with thermal-aware optimization techniques is a viable approach to reduce energy consumption of data centers. By taking into account thermal consequences of job placements among the servers of a data center, it is…

系统与控制 · 计算机科学 2016-11-03 Tobias Van Damme , Claudio De Persis , Pietro Tesi

We introduce MOS, a software application designed to facilitate the deployment, integration, management, and analysis of mathematical optimization models. MOS approaches mathematical optimization at a higher level of abstraction than…

最优化与控制 · 数学 2022-10-11 James Hubert Merrick , Tomás Tinoco De Rubira

We demonstrate that is it possible to simulate a system in thermal equilibrium even when the energy cannot be evaluated exactly, provided the error distribution is known. This leads to an effective optimisation strategy for problems where…

统计力学 · 物理学 2009-11-10 Robin C. Ball , Thomas M. A. Fink , Neill E. Bowler

The paper proposes a computationally efficient electricity market simulation tool (MST) suitable for future grid scenario analysis. The market model is based on a unit commitment (UC) problem and takes into account the uptake of emerging…

最优化与控制 · 数学 2017-06-13 Shariq Riaz , Gregor Verbic , Archie C. Chapman

Tulipa Energy Model aims to optimise the investment and operation of the electricity market, considering its coupling with other sectors, such as hydrogen and heat, that can also be electrified. The problem is analysed from the perspective…

The residential electrical energy scheduling of solar Photovoltaics (PV) is an important research area of the modern green buildings. On the demand side, factors such as building load, and the renewable PV energy resources are integrated…

系统与控制 · 电气工程与系统科学 2021-03-16 Sara Zainaa , Shima Sadaf , Ansaruddin Kunjuc , Mohammad Meraj , Devrim Unal , Farid Touati

The need for resiliency of electricity supply is increasing due to increasing frequency of natural disasters---such as hurricanes---that disrupt supply from the power grid. Rooftop solar photovoltaic (PV) panels together with batteries can…

系统与控制 · 电气工程与系统科学 2020-03-13 Ninad Gaikwad , Naren Srivaths Raman , Prabir Barooah

Many optimization problems incorporate uncertainty affecting their parameters and thus their objective functions and constraints. As an example, in chance-constrained optimization the constraints need to be satisfied with a certain…

系统与控制 · 电气工程与系统科学 2020-01-09 Miguel Picallo , Florian Dörfler

We study how much the efficiency of a solar cell as a quantum heat engine could be enhanced by quantum coherence. In contrast to the conventional approach that a quantum heat engine is in thermal equilibrium with both hot and cold…

量子物理 · 物理学 2020-05-28 Sangchul Oh

Most of the power-to-heat and thermal energy storage technologies are mature and impact the European energy transition. However, detailed models of these technologies are usually very complex, making it challenging to implement them in…

物理与社会 · 物理学 2022-08-08 Md. Nasimul Islam Maruf , German Morales-Espana , Jos Sijm , Niina Helisto , Juha Kiviluoma