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In this paper, we consider a realistic and meaningful scenario in the context of smart grids where an electricity retailer serves three different types of customers, i.e., customers with an optimal home energy management system embedded in…

系统与控制 · 计算机科学 2018-03-22 Fanlin Meng , Xiao-Jun Zeng , Yan Zhang , Chris J. Dent , Dunwei Gong

Increasingly volatile electricity prices make simultaneous scheduling optimization desirable for production processes and their energy systems. Simultaneous scheduling needs to account for both process dynamics and binary on/off-decisions…

最优化与控制 · 数学 2022-07-28 Florian Joseph Baader , André Bardow , Manuel Dahmen

Forecasting thermal load is a key component for the majority of optimization solutions for controlling district heating and cooling systems. Recent studies have analysed the results of a number of data-driven methods applied to thermal load…

机器学习 · 计算机科学 2017-10-18 Davy Geysen , Oscar De Somer , Christian Johansson , Jens Brage , Dirk Vanhoudt

Electrified heating systems with thermal storage, such as electric boilers and heat pumps, represent a major source of demand-side flexibility. Under current electricity market designs, balance responsible parties (BRPs) operating such…

系统与控制 · 电气工程与系统科学 2026-02-20 Alessandro Quattrociocchi , Manisha Talukdar , Pere Izquierdo Gómez , Tomislav Dragicevic

This paper takes a fresh look at the economic theory that is motivation for pricing models, such as critical peak pricing (CPP), or surge pricing, and the demand response models advocated by policy makers and in the power systems…

最优化与控制 · 数学 2021-03-30 Hala Ballouz , Joel Mathias , Sean Meyn , Robert Moye , Joseph Warrington

Thermal management of power electronics and Electronic Control Units is crucial in times of increasing power densities and limited assembly space. Electric and autonomous vehicles are a prominent application field. Thermal Interface…

系统与控制 · 电气工程与系统科学 2024-06-11 Simon Baeuerle , Andreas Steimer , Ralf Mikut

The interdependence of electricity and natural gas markets is becoming a major topic in energy research. Integrated energy models are used to assist decision-making for businesses and policymakers addressing challenges of energy transition…

综合金融 · 定量金融 2020-09-11 Iegor Riepin , Thomas Möbius , Felix Müsgens

The rising availability of large volume data, along with increasing computing power, has enabled a wide application of statistical Machine Learning (ML) algorithms in the domains of Cyber-Physical Systems (CPS), Internet of Things (IoT) and…

信号处理 · 电气工程与系统科学 2020-11-30 Yongchao Huang , Hugh Miles , Pengfei Zhang

Modern district heating technologies have a great potential to make the energy sector more flexible and sustainable due to their capabilities to use energy sources of varied nature and to efficiently store energy for subsequent use. Central…

系统与控制 · 电气工程与系统科学 2022-06-03 Juan E. Machado , Joel Ferguson , Michele Cucuzzella , Jacquelien M. A. Scherpen

Optimal day-ahead scheduling for a system-centric community energy management system (CEMS) is proposed to provide economic benefits and user comfort of energy management at the community level. Our proposed community includes different…

系统与控制 · 电气工程与系统科学 2022-02-22 Huy Truong Dinh , Dongwan Kim , Daehee Kim

Market power exercise in the electricity markets distorts market prices and diminishes social welfare. Many markets have implemented market power mitigation processes to eliminate the impact of such behavior. The design of mitigation…

最优化与控制 · 数学 2022-11-08 Yiqian Wu , Jip Kim , James Anderson

Future electricity distribution grids will host a considerable share of the renewable energy sources needed for enforcing the energy transition. Demand side management mechanisms play a key role in the integration of such renewable energy…

系统与控制 · 计算机科学 2019-04-16 José Horta , Eitan Altman , Mathieu Caujolle , Daniel Kofman , David Menga

In pursuit of carbon neutrality, many countries have adopted renewable portfolio standards to facilitate the integration of renewable energy. However, increasing penetration of renewable energy resources will also pose higher requirements…

系统与控制 · 电气工程与系统科学 2023-12-27 Wenli Wu , Ye Guo , Jiantao Shi

Global warming is endangering the earth's ecosystem. It is imperative for us to limit green house gas emissions in order to combat rising global average temperatures. One way to move forward is the integration of renewable energy resources…

信号处理 · 电气工程与系统科学 2019-05-14 Matthias Pilz , Luluwah Al-Fagih

Recent studies concerning the point electricity price forecasting have shown evidence that the hourly German Intraday Continuous Market is weak-form efficient. Therefore, we take a novel, advanced approach to the problem. A probabilistic…

统计金融 · 定量金融 2021-02-02 Michał Narajewski , Florian Ziel

The accurate prediction of short-term electricity prices is vital for effective trading strategies, power plant scheduling, profit maximisation and efficient system operation. However, uncertainties in supply and demand make such…

计量经济学 · 经济学 2023-04-20 Mira Watermeyer , Thomas Möbius , Oliver Grothe , Felix Müsgens

The growing share of proactive actors in the electricity markets calls for more attention on prosumers and more support for their decision-making under decentralized electricity markets. In view of the changing paradigm, it is crucial to…

最优化与控制 · 数学 2021-05-24 Ni Wang , Remco Verzijlbergh , Petra Heijnen , Paulien Herder

Electricity markets are experiencing a rapid increase in energy storage unit participation. Unlike conventional generation resources, quantifying the competitive operation and identifying if a storage unit is exercising market power is…

系统与控制 · 电气工程与系统科学 2025-01-16 Yiqian Wu , Bolun Xu , James Anderson

This paper presents a scenario based robust optimization framework for short term energy scheduling in electricity intensive industrial plants, explicitly addressing uncertainty in planning decisions. The model is formulated as a two-stage…

The intraday (ID) electricity market has received an increasing attention in the recent EU electricity-market discussions. This is partly because the uncertainty in the underlying power system is growing and the ID market provides an…

系统与控制 · 电气工程与系统科学 2022-03-14 Saeed Mohammadi , Mohammad Reza Hesamzadeh