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Due to recent advancements in machine learning, recommender systems use increasingly more energy for training, evaluation, and deployment. However, the recommender systems community often does not report the energy consumption of their…

Information Retrieval · Computer Science 2024-09-24 Lukas Wegmeth , Tobias Vente , Alan Said , Joeran Beel

High-performance computing (HPC) systems consume enormous amounts of energy, with idle nodes as a major source of energy waste. Powering down idle nodes can mitigate this problem, but long boot/shutdown delays can introduce significant…

Distributed, Parallel, and Cluster Computing · Computer Science 2026-05-27 Muhammad Alfian Amrizal , Raka Satya Prasasta , Santana Yuda Pradata , Kadek Gemilang Santiyuda , Reza Pulungan , Hiroyuki Takizawa

This paper presents an original energy management methodology to enhance the resilience of ship power systems. The integration of various energy storage systems (ESS), including battery energy storage systems (BESS) and super-capacitor…

Systems and Control · Electrical Eng. & Systems 2024-03-05 Linh Vu , Thai-Thanh Nguyen , Bang Le-Huy Nguyen , Md Isfakul Anam , Tuyen Vu

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…

Systems and Control · Electrical Eng. & Systems 2023-02-17 Akram Muntaser , Abdurazag Saide , Hussin Ragb , Ibrahim Elwarfalli

Background: Empirical studies on widely used model-based development tools such as MATLAB/Simulink are limited despite the tools' importance in various industries. Aims: The aim of this paper is to investigate the reproducibility of…

Software Engineering · Computer Science 2023-08-10 Sohil Lal Shrestha , Shafiul Azam Chowdhury , Christoph Csallner

The electrical distribution system is moving toward a more decentralized, complex, and dynamic system. The system is experiencing a higher penetration of distributed energy resources, flexible resources, and active end-users, leading to an…

Systems and Control · Electrical Eng. & Systems 2023-02-21 Stine Fleischer Myhre , Olav Bjarte Fosso , Oddbjørn Gjerde , Poul Einar Heegaard

Fuel cell (FC)/battery hybrid systems have attracted substantial attention for achieving zero-emissions buses, trucks, ships, and planes. An online energy management system (EMS) is essential for these hybrid systems, it controls energy…

Systems and Control · Electrical Eng. & Systems 2025-06-24 Junzhe Shi , Ulf Jakob Flø Aarsnes , Shengyu Tao , Ruiting Wang , Dagfinn Nærheim , Scott Moura

In this study, we investigate the operation of an optimal home energy management system (HEMS) with integrated renewable energy system (RES) and energy storage system (ESS) supporting electricity selling functions. A multi-objective mixed…

Systems and Control · Electrical Eng. & Systems 2021-01-19 Huy Truong Dinh , Daehee Kim

Renewables are key enablers for the realization of a sustainable energy supply but grid operators and energy utilities have to mange their intermittent behavior and limited storage capabilities by ensuring the security of supply and power…

Systems and Control · Computer Science 2018-12-27 Marcel Otte , Fabian Leimgruber , Roland Bründlinger , Sebastian Rohjans , Aadil Latif , Thomas I. Strasser

Widespread utilization of renewable energy sources (RESs) in subtransmission systems causes serious problems on power quality, such as voltage violations, leading to significant curtailment of renewables. This is due to the inherent…

Systems and Control · Electrical Eng. & Systems 2020-06-02 Tianlun Chen , Albert Y. S. Lam , Yue Song , David J. Hill

The discussion around AI-Engineering, that is, Software Engineering (SE) for AI-enabled Systems, cannot ignore a crucial class of software systems that are increasingly becoming AI-enhanced: Those used to enable or support the SE process,…

Software Engineering · Computer Science 2026-01-28 Himon Thakur , Armin Moin

The microgrids design for remote locations represents one of the most important and critical applications of the microgrid concept. It requires the correct sizing and the proper utilization of the different sources to guarantee the…

Systems and Control · Electrical Eng. & Systems 2022-12-05 Francesco Conte , Fabio D'Agostino , Samuele Grillo , Gabriele Mosaico , Federico Silvestro

Model predictive control (MPC)-based energy management systems (EMS) are essential for ensuring optimal, secure, and stable operation in microgrids with high penetrations of distributed energy resources. However, due to the high…

Systems and Control · Electrical Eng. & Systems 2025-10-08 Hanyang He , John Harlim , Daning Huang , Yan Li

The Australian National Electricity Market (NEM) is a complex energy market that faces challenges due to the increasing number of distributed energy resources (DERs) and the transition to a net-zero emissions target. Power system modelling…

Optimization and Control · Mathematics 2023-07-10 Rahmat Heidari , Matthew Amos , Frederik Geth

As demand for computing resources continues to rise, the increasing cost of electricity and anticipated regulations on carbon emissions are prompting changes in data center power systems. Many providers are now operating compute nodes in…

Distributed, Parallel, and Cluster Computing · Computer Science 2025-06-24 Paul Kilian , Philipp Wiesner , Odej Kao

The planning and operation of renewable energy, especially wind power, depend crucially on accurate, timely, and high-resolution weather information. Coarse-grid global numerical weather forecasts are typically downscaled to meet these…

With the increase in awareness about the climate change, there has been a tremendous shift towards utilizing renewable energy sources (RES). In this regard, smart grid technologies have been presented to facilitate higher penetration of…

Signal Processing · Electrical Eng. & Systems 2017-09-26 O. A. Ansari , N. Safar , C. Y. Chung

Energy production using renewable sources exhibits inherent uncertainties due to their intermittent nature. Nevertheless, the unified European energy market promotes the increasing penetration of renewable energy sources (RES) by the…

Machine Learning · Computer Science 2021-07-09 Argyrios Vartholomaios , Stamatis Karlos , Eleftherios Kouloumpris , Grigorios Tsoumakas

Major challenges for the transition of power systems do not only tackle power electronics but also communication technology, power market economy and user acceptance studies. Simulation is an important research method therein, as it helps…

Systems and Control · Computer Science 2018-07-03 Manfred Pöchacker , Anita Sobe , Wilfried Elmenreich

Battery energy storage systems (BESS) play an increasingly vital role in integrating renewable generation into power grids due to their ability to dynamically balance supply. Grid-tied batteries typically employ power converters, where…

Systems and Control · Electrical Eng. & Systems 2025-12-04 Arash Omidi , Tanmay Mishra , Mads R. Almassalkhi