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Accurate state of temperature (SOT) estimation for batteries is crucial for regulating their temperature within a desired range to ensure safe operation and optimal performance. The existing measurement-based methods often generate noisy…

系统与控制 · 电气工程与系统科学 2025-03-18 Myisha A. Chowdhury , Qiugang Lu

Considering large scale implementation of electric vehicles (EVs), public EV charging stations are served as fuel tanks for EVs to meet the need of longer travelling distance and overcome the shortage of private charging piles. The…

系统与控制 · 电气工程与系统科学 2019-06-21 Bishal Upadhaya , Donghan Feng , Yun Zhou , Qiang Gui , Xiaojin Zhao , Dan Wu

Flexible loads, e.g. thermostatically controlled loads (TCLs), are technically feasible to participate in demand response (DR) programs. On the other hand, there is a number of challenges that need to be resolved before it can be…

系统与控制 · 计算机科学 2018-03-15 Michael Chertkov , Deepjyoti Deka , Yury Dvorkin

Battery aging is a natural process that contributes to capacity and power fade, resulting in a gradual performance degradation over time and usage. State of Charge (SOC) and State of Health (SOH) monitoring of an aging battery poses a…

系统与控制 · 电气工程与系统科学 2021-06-25 Anirudh Allam , Simona Onori

The rapid expansion of electric vehicles (EVs) has rendered the load forecasting of electric vehicle charging stations (EVCS) increasingly critical. The primary challenge in achieving precise load forecasting for EVCS lies in accounting for…

系统与控制 · 电气工程与系统科学 2024-06-14 Zongbao Zhang , Jiao Hao , Wenmeng Zhao , Yan Liu , Yaohui Huang , Xinhang Luo

The adoption of electric vehicles (EVs) is rapidly growing as a key solution to reducing greenhouse gas emissions. However, prolonged charging times remain a significant barrier to widespread EV usage, especially for individuals without…

系统与控制 · 电气工程与系统科学 2025-07-17 Jonathan Olivares , Tyler Depe , Rakeshkumar Mahto

Thermostatically Controlled Loads (TCLs) such as air conditioners and water heaters typically maintain their temperature within a preset range using on/off actuation. These types of loads are inherently flexible: many different power…

系统与控制 · 电气工程与系统科学 2020-10-15 Austin Coffman , Neil Cammardella , Prabir Barooah , Sean Meyn

Lithium-ion battery packs are usually composed of hundreds of cells arranged in series and parallel connections. The proper functioning of these complex devices requires suitable Battery Management Systems (BMSs). Advanced BMSs rely on…

系统与控制 · 电气工程与系统科学 2019-09-30 Andrea Pozzi , Marcello Torchio , Richard D. Braatz , Davide M. Raimondo

Accurate and computationally light algorithms for estimating the State of Charge (SoC) of a battery's cells are crucial for effective battery management on embedded systems. In this letter, we propose an Adaptive Extended Kalman Filter…

系统与控制 · 电气工程与系统科学 2025-04-09 António Barros , Edoardo Peretti , Davide Fabroni , Diego Carrera , Pasqualina Fragneto , Giacomo Boracchi

Electric vehicle (EV) fleets are expected to become an increasingly important source of flexibility for power system operations. However, accurately capturing the flexibility potential of numerous and heterogeneous EVs remains a significant…

最优化与控制 · 数学 2025-10-13 Philipp Härtel , Michael von Bonin

In this paper, a novel Energy Management System (EMS) algorithm to achieve optimal Electric Vehicle (EV) charging scheduling at the parking lots of electric railway stations is proposed. The proposed approach uncovers the potential of…

系统与控制 · 电气工程与系统科学 2024-04-12 G. Pierrou , C. Valero-De La Flor , G. Hug

A significant portion of electricity consumed worldwide is used to power thermostatically controlled loads (TCLs) such as air conditioners, refrigerators, and water heaters. Because the short-term timing of operation of such systems is…

适应与自组织系统 · 物理学 2018-03-12 Walter Bomela , Anatoly Zlotnik , Jr-Shin Li

The widespread adoption of electric vehicles (EVs) has significantly increased demand on both transportation and power systems, posing challenges to their stable operation. To support the growing need for EV charging, both fixed charging…

系统与控制 · 电气工程与系统科学 2025-07-24 Zhe Yu , Xue Hu , Qin Wang

This paper explores the synergies between integrated power and thermal management (iPTM) and battery charging in an electric vehicle (EV). A multi-objective model predictive control (MPC) framework is developed to optimize the fast charging…

系统与控制 · 电气工程与系统科学 2023-10-24 Qiuhao Hu , Mohammad Reza Amini , Ashley Wiese , Ilya Kolmanovsky , Jing Sun

Reconfigurable battery systems (RBSs) are emerging as a promising solution to improving fault tolerance, charge and thermal balance, energy delivery, etc. To optimize these performance metrics of RBSs, high-dimensional nonlinear integer…

系统与控制 · 电气工程与系统科学 2025-03-03 Changyou Geng , Dezhi Ren , Enkai Mao , Changfu Zou , Mario Vašak , Xinyi Zheng , Weiji Han

The rapid rise in electric vehicle (EV) adoption presents significant challenges in managing the vast number of retired EV batteries. Research indicates that second-life batteries (SLBs) from EVs typically retain considerable residual…

系统与控制 · 电气工程与系统科学 2025-02-06 Rouzbeh Haghighi , Ali Hassan , Van-Hai Bui , Akhtar Hussain , Wencong Su

The stochastic block model (SBM) is a flexible probabilistic tool that can be used to model interactions between clusters of nodes in a network. However, it does not account for interactions of time varying intensity between clusters. The…

机器学习 · 统计学 2017-07-11 Marco Corneli , Pierre Latouche , Fabrice Rossi

Cell inconsistency within a lithium-ion battery system poses a significant challenge in maximizing the system operational time. This study presents an optimization-driven active balancing method to minimize the effects of cell inconsistency…

系统与控制 · 电气工程与系统科学 2024-05-03 Yiming Xu , Xiaohua Ge , Ruohan Guo , Weixiang Shen

As the penetration of intermittent energy sources grows substantially, loads will be required to play an increasingly important role in compensating the fast time-scale fluctuations in generated power. Recent numerical modeling of…

统计力学 · 物理学 2012-04-13 Soumya Kundu , Nikolai Sinitsyn , Scott Backhaus , Ian Hiskens

This paper presents a new concept of controlled dissipativity as an extension of the standard dissipativity property to systems with parameter-varying storage functions under the framework of economic model predictive control (EMPC). Based…

最优化与控制 · 数学 2023-02-22 Zihang Dong , David Angeli , Goran Strbac