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Multi-criteria decision making (MCDM) is necessary for choosing one from the available alternatives (or from the obtained Pareto-optimal solutions for multi-objective optimization), where the performance of each alternative is quantified…

化学物理 · 物理学 2024-11-18 Zhiyuan Wang , Seyed Reza Nabavi , Gade Pandu Rangaiah

Power systems modeling and planning has long leveraged mathematical programming for its ability to provide optimality and feasibility guarantees. One feature that has been recognized in the optimization literature since the 1970s is the…

最优化与控制 · 数学 2025-11-13 Matthew Viens , J. Kyle Skolfield , William E. Hart , Michael Ferris

The increasing use of renewable energy sources with variable output, such as solar photovoltaic and wind power generation, calls for Smart Grids that effectively manage flexible loads and energy storage. The ability to forecast consumption…

机器学习 · 计算机科学 2014-04-02 Andreas Veit , Christoph Goebel , Rohit Tidke , Christoph Doblander , Hans-Arno Jacobsen

This paper presents a comparison about different ways to generate electricity in Colombia (mainly the operation of each method) with respect to a technique made in Europe, focused in the develop of energy with biomass or solid waste, taking…

物理与社会 · 物理学 2017-06-27 Juan Garcia-Torres

The current and future developments of electric power systems are pushing the boundaries of reliability assessment to consider distribution networks with renewable generators. Given the stochastic features of these elements, most modeling…

其他计算机科学 · 计算机科学 2012-07-02 Yan-Fu Li , Enrico Zio

Multi-criteria decision-making (MCDM) problems involve the evaluation of alternatives based on various minimization and maximization criteria. Similarly, efficiency evaluation (EA) methods assess decision-making units (DMUs) by analyzing…

最优化与控制 · 数学 2024-06-11 Fuh-Hwa Franklin Liu , Su-Chuan Shih

A Markov decision process (MDP) framework is adopted to represent ensemble control of devices with cyclic energy consumption patterns, e.g., thermostatically controlled loads. Specifically we utilize and develop the class of MDP models…

系统与控制 · 计算机科学 2017-10-24 Michael Chertkov , Vladimir Y. Chernyak , Deepjyoti Deka

Extreme weather events stemming from climate change can cause significant damage and disruption to power systems. Failure to mitigate and adapt to climate change and its cascading effects can lead to short and long term issues. The profound…

应用物理 · 物理学 2022-09-22 Rouzbeh Shirvani , Tarannom Parhizkar

Traditionally, inertia in power systems has been determined by considering all the rotating masses directly connected to the grid. During the last decade, the integration of renewable energy sources, mainly photovoltaic installations and…

系统与控制 · 电气工程与系统科学 2020-05-06 Ana Fernández-Guillamón , Emilio Gómez-Lázaro , Eduard Muljadi , Angel Molina-García

As the world is transitioning towards highly renewable energy systems, advanced tools are needed to analyze such complex networks. Energy system design is, however, challenged by real-world objective functions consisting of a blurry mix of…

计算工程、金融与科学 · 计算机科学 2021-06-30 Tim T. Pedersen , Marta Victoria , Morten G. Rasmussen , Gorm B. Andresen

Due to the established energy production methods contribution to the climate crisis, renewable energy is to replace a substantial part of coal or nuclear plants to prevent greenhouse gases or toxic waste entering the atmosphere. This…

其他计算机科学 · 计算机科学 2022-04-05 Vincent Meilinger

This research proposes a framework for modeling and comparing two electricity scenarios for Nigeria by 2050, focusing on the inclusion and exclusion of electricity storage technologies. A Central Composite Design (CCD) was used to generate…

系统与控制 · 电气工程与系统科学 2024-10-22 Stanley Eshiemogie , Peace Aielumoh , Tobechukwu Okamkpa , Miracle Jude , Lois Efe , Andrew Amenaghawon

Investigation of energy systems integrated with green chemical conversion, and in particular combi-nation of green hydrogen and synthetic methanation, is still a scarce subject in the literature in terms of optimal design and operation for…

最优化与控制 · 数学 2022-06-24 Su Tatar , Handan Akulker , Hasan Sildir , Erdal Aydin

In this study, we develop a theoretical model of strategic equilibrium bidding and price-setting behaviour by heterogeneous and boundedly rational electricity producers and a grid operator in a single electricity market under uncertain…

物理与社会 · 物理学 2017-04-27 Jobst Heitzig , Hildegard Meyer-Ortmanns , Sabine Auer

The prediction of electrical power in combined cycle power plants is a key challenge in the electrical power and energy systems field. This power output can vary depending on environmental variables, such as temperature, pressure, and…

信号处理 · 电气工程与系统科学 2019-08-06 Jesus L. Lobo , Igor Ballesteros , Izaskun Oregi , Javier Del Ser

A recent article 'Burden of proof: A comprehensive review of the feasibility of 100% renewable-electricity systems' claims that many studies of 100% renewable electricity systems do not demonstrate sufficient technical feasibility,…

物理与社会 · 物理学 2018-05-15 T. W. Brown , T. Bischof-Niemz , K. Blok , C. Breyer , H. Lund , B. V. Mathiesen

This paper proposes a systematic framework to assess the complementarity of renewable resources over arbitrary geographical scopes and temporal scales which is particularly well-suited to exploit very large data sets of climatological data.…

Due to proliferation of energy efficiency measures and availability of the renewable energy resources, traditional energy infrastructure systems (electricity, heat, gas) can no longer be operated in a centralized manner under the assumption…

系统与控制 · 电气工程与系统科学 2020-05-06 Ali Hassan , Samrat Acharya , Michael Chertkov , Deepjyoti Deka , Yury Dvorkin

Power supply from renewable resources is on a global rise where it is forecasted that renewable generation will surpass other types of generation in a foreseeable future. Increased generation from renewable resources, mainly solar and wind,…

机器学习 · 统计学 2017-06-28 Mohana Alanazi , Mohsen Mahoor , Amin Khodaei

The transition from traditional power grids to smart grids, significant increase in the use of renewable energy sources, and soaring electricity prices has triggered a digital transformation of the energy infrastructure that enables new,…

机器学习 · 计算机科学 2025-05-30 Carolina Fortuna , Gregor Cerar , Blaz Bertalanic , Andrej Campa , Mihael Mohorcic