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Data center operators are typically faced with three significant problems when running their data centers, i.e., rising electricity bills, growing carbon footprints and unexpected power outages. To mitigate these issues, running data…

分布式、并行与集群计算 · 计算机科学 2017-02-02 Liang Yu , Tao Jiang , Yulong Zou

Modern power systems integrate renewable distributed energy resources (DERs) as an environment-friendly enhancement to meet the ever-increasing demands. However, the inherent unreliability of renewable energy renders developing DER…

系统与控制 · 电气工程与系统科学 2024-05-30 Xiaotong Cheng , Ioannis Tsetis , Setareh Maghsudi

In this paper, we consider the problem of optimal demand response and energy storage management for a power consuming entity. The entity's objective is to find an optimal control policy for deciding how much load to consume, how much power…

最优化与控制 · 数学 2012-05-22 Longbo Huang , Jean Walrand , Kannan Ramchandran

Stochastic programming can be applied to consider uncertainties in energy system optimization models for capacity expansion planning. However, these models become increasingly large and time-consuming to solve, even without considering…

最优化与控制 · 数学 2025-08-15 Shima Sasanpour , Manuel Wetzel , Karl-Kiên Cao , Hans Christian Gils , Andrés Ramos

Many of the current bio-inspired delivery networks set their focus on search, e.g., by using artificial ants. If the network size and, therefore, the search space gets too large, the users experience high delays until the requested content…

多媒体 · 计算机科学 2011-11-02 Anita Sobe , Wilfried Elmenreich , Laszlo Böszörmenyi

Hybridisation of the multi-objective optimisation algorithm NSGA-II and local search is proposed for water distribution system design. Results obtained with the proposed algorithm are presented for four medium-size water networks taken from…

神经与进化计算 · 计算机科学 2019-05-21 Mahesh Patil , M. Naveen Naidu , A. Vasan , Murari R. R. Varma

The integration of renewable energy into the power grid is often hindered by its fragmented infrastructure, leading to inefficient utilization due to the variability of energy production and its reliance on weather conditions. Battery…

系统与控制 · 电气工程与系统科学 2025-02-20 Dhrumil Bhatt , Siddharth Penumatsa , Nirbhay Singhal

We consider the single-item single-stocking location stochastic inventory system under a fixed ordering cost component. A long-standing problem is that of determining the structure of the optimal control policy when this system is subject…

最优化与控制 · 数学 2023-09-26 Roberto Rossi , Zhen Chen , S. Armagan Tarim

The gravity fed water distribution network design (WDND) optimization problem consists in determining the pipe diameters of a water network such that hydraulic constraints are satisfied and the total cost is minimized. Traditionally, such…

人工智能 · 计算机科学 2021-12-28 Willian C. S. Martinho , Rafael A. Melo , Kenneth Sörensen

The environment, especially water, gets polluted due to industrialization and urbanization. Pollution due to industrialization and urbanization has harmful effects on both the environment and the lives on Earth. This polluted water can…

A distributed storage system (DSS) needs to be efficiently accessible and repairable. Recently, considerable effort has been made towards the latter, while the former is usually not considered, since a trivial solution exists in the form of…

信息论 · 计算机科学 2020-01-16 Lukas Holzbaur , Stanislav Kruglik , Alexey Frolov , Antonia Wachter-Zeh

We propose a combined global-local control approach to regulate voltage and minimize power losses in distribution networks with high integration of distributed energy resources (DERs). Local controllers embed the fast acting proportional…

系统与控制 · 电气工程与系统科学 2024-09-04 Wilhiam de Carvalho , Ahmad Attarha , Hemanshu R. Pota

Advancements in smart metering technologies have significantly improved the ability to monitor and manage water utilities. In the context of increasing uncertainty due to climate change, securing water resources and supply has emerged as an…

To meet carbon emission reduction goals in line with the Paris agreement, planning resilient and sustainable energy systems has never been more important. In the building sector, particularly, strategic urban energy planning engenders large…

系统与控制 · 电气工程与系统科学 2026-02-11 Julien Leprince , Amos Schledorn , Daniela Guericke , Dominik Franjo Dominkovic , Henrik Madsen , Wim Zeiler

The penetration of distributed renewable energy (DRE) greatly raises the risk of distribution network operation such as peak shaving and voltage stability. Battery energy storage (BES) has been widely accepted as the most potential…

最优化与控制 · 数学 2017-07-03 Chenghui Tang , Jian Xu , Yuanzhang Sun , Siyang Liao , Deping Ke , Xiong Li

Demand response (DR) is a cost-effective and environmentally friendly approach for mitigating the uncertainties in renewable energy integration by taking advantage of the flexibility of customers' demands. However, existing DR programs…

最优化与控制 · 数学 2017-05-11 Joshua Comden , Zhenhua Liu , Yue Zhao

Stochastic local search algorithms are frequently used to numerically solve hard combinatorial optimization or decision problems. We give numerical and approximate analytical descriptions of the dynamics of such algorithms applied to random…

统计力学 · 物理学 2009-11-10 Wolfgang Barthel , Alexander K. Hartmann , Martin Weigt

We consider the problem of managing a dynamic heterogeneous storage system in a distributed way so that the amount of data assigned to a host in that system is related to its capacity. Two central problems have to be solved for this: (1)…

分布式、并行与集群计算 · 计算机科学 2013-07-26 Sebastian Kniesburges , Andreas Koutsopoulos , Christian Scheideler

Optimal scheduling of batteries has significant potential to reduce electricity costs and to enhance grid resilience. However, effective battery scheduling must account for both physical constraints as well as uncertainties in consumption…

最优化与控制 · 数学 2026-04-01 Janik Pinter , Maximilian Beichter , Ralf Mikut , Veit Hagenmeyer , Frederik Zahn

We consider joint energy storage management and load scheduling at a residential site with integrated renewable generation. Assuming unknown arbitrary dynamics of renewable source, loads, and electricity price, we aim at optimizing the load…

系统与控制 · 计算机科学 2018-12-21 Tianyi Li , Min Dong