Artificial Neural Network-Based Stealth Attack on Battery Energy Storage Systems

Pasetti, Marco; Ferrari, Paolo; Bellagente, Paolo; Sisinni, Emiliano; de, Alan Oliveira; Prado, Charles B.; David, Rodrigo Pereira; Machado, Raphael C. S.

doi:10.1109/tsg.2021.3102833

Cited by 26 publications

(13 citation statements)

References 29 publications

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“…The ESS ensures the voltage/current regulation to maintain the grid frequency and voltage amplitude for the grid‐supporting converters. Among various ESS applications, this section addresses the PCS control of the ESS for power backup smoothing [73–82], frequency regulation [83–95] and voltage regulation and power quality applications [96–110], ESS multi‐functional stacking [111–119], artificial intelligence (AI) [120–130] and security of control for ESS [131–139].…”

Section: Control System Configuration For Each Application Of Essmentioning

confidence: 99%

“…A study is conducted to simulate the stealth attack on BESS by Man‐in‐the‐Middle (MitM) approach. The results demonstrate that the stealth attack can degrade BESS by minimising its lifetime and causes economic losses to the consumers and owners [137]. For the contingency of transmission line failure, a Lagrange multiplier‐based algorithm is developed for the corrective security‐constrained DC optimal power flow (CSC–DCOPF) problem in the transmission network [138].…”

Section: Control System Configuration For Each Application Of Essmentioning

confidence: 99%

“…The control design of the PCS is also responsible for facilitating the usage of ESS for different power applications such as power backup smoothing [73–82], frequency regulation [84–95], voltage regulation and power quality improvement [96–110]. ESS multi‐functional stacking [111–119], artificial intelligence [120–130] and security of control for ESS [131–139] are the popular and relatively new applications for the PCS of ESS.…”

Section: Introductionmentioning

confidence: 99%

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A comprehensive state‐of‐the‐art review of power conditioning systems for energy storage systems: Topology and control applications in power systems

Rafaq

Basit

Mohammed

et al. 2022

IET Renewable Power Gen

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Energy storage systems are pivotal for maximising the utilisation of renewable energy sources for smart grid and microgrid systems. Among the ongoing advancements in energy storage systems, the power conditioning systems for energy storage systems represent an area that can be significantly improved by using advanced power electronics converter designs and control techniques. Normally, the battery, flywheel, ultracapacitor and superconducting magnetic energy storage are the types of energy storage systems that typically require power conditioning systems for efficient bidirectional power flows. Compared to the previous review papers, this paper critically reviews the power conditioning system configurations and control techniques from the perspective of energy storage system applications in the power systems. First, the power conditioning systems are categorised into DC bus power conditioning systems and AC bus power conditioning systems based on the output voltage types at the connected point. Next, the topologies and control configurations of popular power electronics are comparatively analysed to highlight their advantages and power system applications. Moreover, the control configurations are discussed in terms of the popular applications of energy storage systems, that is, power backup smoothing, frequency regulation, voltage regulation and power quality applications. In addition, the latest developments in the energy storage system such as multi-functional energy storage system stacking, artificial intelligence for power conditioning system of energy storage systems and security of control of energy storage systems are critically analysed. Finally, the review is concluded by discussing industrial applications and future research trends for the power conditioning systems of energy storage systems.

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Section: Control System Configuration For Each Application Of Essmentioning

confidence: 99%

Section: Control System Configuration For Each Application Of Essmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

A comprehensive state‐of‐the‐art review of power conditioning systems for energy storage systems: Topology and control applications in power systems

Rafaq

Basit

Mohammed

et al. 2022

IET Renewable Power Gen

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“…A transmission system was developed in [8] equipped with signal processors and communication networks, in order to frequently make decisions and monitor the transmission line parameters. Genetic algorithm (GA) was suggested which was based on optimal voltage control [9]. Unified power flow controller (UPFC) was proposed in [10] to control and analyze the normal power flow.…”

Section: Introductionmentioning

confidence: 99%

“…Because of the conductive interference, harmonic content has become one of the main evaluation criteria for the normal operation of the switching power supply [6][7][8][9]. UPQC (unified power quality conditioner) can quickly compensate for sudden rises or dips, fluctuations and flicker in the supply voltage, unbalanced harmonic currents and voltages of each phase voltage, short-term voltage interruptions during faults, etc., which is a power quality controller with comprehensive functions [11,12].…”

Section: Introductionmentioning

confidence: 99%

Power Quality Control System of High-Power-Density Switching Power Supply for Green Environment

Liang

Akter²

2022

Mathematical Problems in Engineering

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There is higher harmonics and electromagnetic interference caused by high-power-density switching power supply during high-frequency and normal operations which affects power quality of switching power supply and also impacts the environment. To solve this problem, this paper proposes a dual digital signal processor (DSP) controller suitable for unified power quality regulators and designs high-power-density switching power supply control system for promoting green environment. The overall structure of the system is divided into two parts, the power main circuit and the control circuit. In the main power circuit, the electromagnetic interference (EMI) filter is used to filter the input AC voltage and convert it into a stable DC voltage. A high-frequency inverter is used to invert the DC voltage into a high-frequency AC voltage to achieve harmonic control and reactive power compensation. In the control circuit, dual DSP controller is used to improve real-time detection, control of the output voltage, and current and driver temperature of the high-power-density switching power supply, while high-precision analysis and processing system collect different information and then achieve the power quality control of the switching power supply based on system software to keep this environment green. The experimental results suggest that the harmonic content of the experimental objects controlled by the system is reduced by 16.7% compared with the existing power quality control and the absolute error of the system is less than 0.02 V which improves the de-noising performance. The power generation systems require that the consumption of natural resources and renewable energy solutions can assist in saving the natural resources.

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A Study on Networked Industrial Robots in Smart Manufacturing: Vulnerabilities, Data Integrity Attacks and Countermeasures

Shao,

Xie,

et al. 2023

J Intell Robot Syst

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Artificial Neural Network-Based Stealth Attack on Battery Energy Storage Systems

Cited by 26 publications

References 29 publications

A comprehensive state‐of‐the‐art review of power conditioning systems for energy storage systems: Topology and control applications in power systems

A comprehensive state‐of‐the‐art review of power conditioning systems for energy storage systems: Topology and control applications in power systems

Power Quality Control System of High-Power-Density Switching Power Supply for Green Environment

A Study on Networked Industrial Robots in Smart Manufacturing: Vulnerabilities, Data Integrity Attacks and Countermeasures

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