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A Multi-Criteria Approach for Optimizing the Placement of Electric Vehicle Charging Stations in Highways
Panagiotis Skaloumpakas, Evangelos Spiliotis, Elissaios Sarmas, Alexios Lekidis, George Stravodimos, Dimitris Sarigiannis, Ioanna Makarouni, Vangelis Marinakis, John Psarras
February 24, 2023 (v1)
Keywords: charging stations, electric vehicles, highways, multi-criteria analysis
The electric vehicle (EV) industry has made significant progress but, in many markets, there are still barriers holding back its advancement. A key issue is the anxiety caused to the drivers by the limited range of current EV models and the inadequate access to charging stations in long-distance trips, as is the case on highways. We propose an intuitive multi-criteria approach that optimally places EV charging stations on highways that (partially) lack such points. The approach, which is applied in an iterative fashion to dynamically evaluate the alternatives, considers a set of practical criteria related to the traffic intensity and the relative location of the charging stations with interchanges, major cities, and existing stations, thus supporting decisions in a pragmatic way. The optimal locations are determined by taking into consideration constraints about the EV driving range and installation preferences to improve the operation of the highway while ensuring reasonable cost of i... [more]
Is China’s Natural Gas Consumption Converging? Empirical Research Based on Spatial Econometrics
Xin Guan, Xiangyi Lu, Yang Wen
February 24, 2023 (v1)
Keywords: energy consumption poverty, natural gas consumption, spatial conditional convergence model, spatial Durbin model
Excessive regional differences in energy consumption have led to inequality and energy poverty. It is essential to clarify the factors of energy consumption convergence to solve this problem. We use the spatial convergence model to analyze the convergence characteristics and conditions of China’s natural gas consumption from 2005 to 2017. The results of spatial absolute convergence show that there is absolute convergence of natural gas consumption in China, and the economic competition among provinces slightly hinders the convergence. Furthermore, based on the spatial Durbin model and the spatial conditional convergence model, we found that insufficient pipe network construction and the price difference caused by provincial borders are the main factors hindering the flow of natural gas, which also restricts the spatial convergence of natural gas consumption. The development of the tertiary industry and the improvement of purchasing power will help accelerate the convergence of natural... [more]
Numerical Analysis of the Effects of Different Rotor Tip Gaps in a Radial Turbine Operating at High Pressure Ratios Reaching Choked Flow
José Galindo, Andrés Tiseira, Roberto Navarro, Lukas Benjamin Inhestern, Juan David Echavarría
February 24, 2023 (v1)
Keywords: choked flow, Computational Fluid Dynamics, pressure profile, scraping flow, sonic conditions, tip gap, tip leakage
To operate, radial turbines used in turbochargers require a minimum tip gap between the rotor blades and the stationary wall casing (shroud). This gap generates leakage flow driven by the pressure difference between the pressure and suction side. The tip leakage flow is largely unturned, which translates into a reduction of the shaft work due to the decrease in the total pressure. This paper investigates the flow through the rotor blade tip gap and the effects on the main flow when the turbine operates at a lower and higher pressure ratio with the presence of supersonic regions at the rotor trailing edge for two rotational speeds using computational fluid dynamics (CFD). The rotor tip gap has been decreased and increased up to 50% of the original tip gap geometry given by the manufacturer. Depending on the operational point, the results reveal that a reduction of 50% of the tip gap can lead to an increase of almost 3% in the efficiency, whereas a rise in 50% in the gap penalty the effi... [more]
Remaining Useful Life Estimation for Underground Cable Systems Based on Historical Health Index
Tanachai Somsak, Thanapong Suwanasri, Cattareeya Suwanasri
February 24, 2023 (v1)
Keywords: aging curve, apparent age, health index curve, remaining useful life, underground cable assessment
In this paper, a modeling method for estimating the remaining useful life (RUL) of aged underground cable systems is proposed that uses statistical health index (HI) and operating factor (OF) data of retired systems. The HI is an indicator which identifies the condition of an underground cable system and its components and is calculated from testing and inspection results. The OF takes actual operating conditions and technical data from the system into consideration. Both factors are then combined to determine the overall health index (OHI) of each system. For RUL estimation of underground cable systems, normal distribution and Weibull distribution analyses are first applied to determine a health index curve and an aging line. The relationship between these two curves gives an estimate of the system’s apparent age. The RUL of the system is then calculated in terms of the difference between its apparent age and its actual chronological age. In this study, thirteen retired systems and te... [more]
Pressure Transient Analysis for the Fractured Gas Condensate Reservoir
Lijun Zhang, Fuguo Yin, Bin Liang, Shiqing Cheng, Yang Wang
February 24, 2023 (v1)
Keywords: dual porosity, fractured gas condensate reservoir, pressure-transient analysis, three-region model, two-phase flow
Gas condensate reservoirs exhibit complex thermodynamic behaviors when the reservoir pressure is below the dew point pressure, leading to a condensate bank being created inside the reservoir, including gas and oil condensation. Due to natural fractures and multi-phase flows in fractured gas condensate reservoirs, there can be an erroneous interpretation of pressure-transient data using traditional multi-phase models or a fractured model alone. This paper establishes an analytical model for a well test analysis in a gas condensate reservoir with natural fractures. A three-region composite model was employed to characterize the multi-phase flow of retrograde condensation, and the fractured formation was described by a dual-porosity medium. In the first region, both the gas and condensate phases were mobile. In the second region, the gas was mobile whereas the condensates were immobile. In the third region, the only moving phase was the gas phase. The analytical solution was solved by a L... [more]
Interturn Short Fault Detection and Location of Permanent Magnet Wind Generator Based on Negative Sequence Current Residuals
Tonghua Wu, Shouguo Cai, Wei Dai, Ying Zhu, Xiaobao Liu, Xindong Li
February 24, 2023 (v1)
Keywords: current residuals, Fault Detection, fault phase location, interturn short fault, negative sequence, permanent magnet synchronous generator
This article proposes a model-based method for the detection and phase location of interturn short fault (ISF) in the permanent magnet synchronous generator (PMSG). The simplified mathematical model of PMSG with ISF on dq-axis is established to analyze the fault signature. The current residuals are accurately estimated through Luenberger observer based on the expanded mathematical model of PMSG. In current residuals, the second harmonics are extracted using negative sequence park transform and angular integral filtering to construct the fault detection index. In addition, the unbalance characteristics of three-phase current after ISF can reflect the location of the fault phase, based on which the location indexes are defined. Simulation results for various operating and fault severity conditions primarily validate the effectiveness and robustness of diagnosis method in this paper.
Wet Flue Gas Desulphurization (FGD) Wastewater Treatment Using Membrane Distillation
Noah Yakah, Imtisal-e- Noor, Andrew Martin, Anthony Simons, Mahrokh Samavati
February 24, 2023 (v1)
Keywords: flue gas desulphurization, gained output ratio, membrane distillation, municipal solid waste, specific energy consumption, thermal efficiency, thermal performance, waste-to-energy
The use of waste incineration with energy recovery is a matured waste-to-energy (WtE) technology. Waste incineration can reduce the volume and mass of municipal solid waste significantly. However, the generation of high volumes of polluting flue gases is one of the major drawbacks of this technology. Acidic gases are constituents in the flue gas stream which are deemed detrimental to the environment. The wet flue gas desulphurization (FGD) method is widely employed to clean acidic gases from flue gas streams, due to its high efficiency. A major setback of the wet FGD technology is the production of wastewater, which must be treated before reuse or release into the environment. Treating the wastewater from the wet FGD presents challenges owing to the high level of contamination of heavy metals and other constituents. Membrane distillation (MD) offers several advantages in this regard, owing to the capture of low-grade heat to drive the process. In this study the wet FGD method is adopte... [more]
Stamp-Charged Coke-Making Technology—An Empirical Model for Prediction of Coal Charge Density for Stamp Charging Coke Oven Batteries
Michał Rejdak, Grzegorz Gałko, Marcin Sajdak, Aleksandra Wieczorek
February 24, 2023 (v1)
Keywords: coke, coking coals, densification, stamp charging, stamping
Coke-making technology utilises two systems for charging the coke oven chambers with coal—a stamp-charged system (stamp-charging) and a gravity charged system (top charging). The presented study examines the impact of selected coal properties on the effectivity of the stamping operation by measuring the bulk density of the obtained stamped coal cake. An empirical mathematical model was developed that allows the forecasting of the coal cake density based on the most frequently assessed coal parameters, such as volatile matter, ash, moisture and particle size parameters, as well as the stamping operation parameter—cumulative stamping energy. The obtained results showed that the density of the stamped coal cake increases with the increase in the stamping energy (53.3 kg/m3 increase, for increase in natural logarithm value of 1), RRSB specific coal particle diameter d′ (6.4 kg/m3 increase, for each 0.1 mm increase in d′), ash content (8.9 kg/m3 increase, for 1% point increase) and moisture... [more]
Wireless Multi-Node uRLLc B5G/6G Networks for Critical Services in Electrical Power Systems
Ying Zhang, Wenwen Wang, Huan Xie, Shu Du, Mei Ma, Qi Zeng
February 24, 2023 (v1)
Keywords: mini-slot, performance analysis, services in power system, system design, uRLLc networks
The successful operations of power system require the support of communication networks with massive nodes access and two-way reliable and latency-critical transmission, which is the most-important use case of ultra-reliable low-latency communications (uRLLc) in the Fifth-Generation and Beyond and Sixth-Generation (B5G/6G) networks. In this paper, based on the orthogonal frequency division multiplexing (OFDM) signal in 5G, a new OFDM employing the hopped subcarrier technique (OFDM/FH) is proposed to attain the multiple nodes connectivity and the enhancement of transmission reliability. Considering the short and bursty packet types in the control information of power systems, the OFDM/FH signal can be naturally integrated with the mini-slot frame structure and automatic repeat request (ARQ) scheduling scheme to reduce the latency. The trade-off between the reliability in terms of the bit-error rate (BER) and the retransmission latency is investigated by semi-analytic simulations. Throug... [more]
Detection of Anomalies in the Operation of a Road Lighting System Based on Data from Smart Electricity Meters
Tomasz Śmiałkowski, Andrzej Czyżewski
February 24, 2023 (v1)
Keywords: anomaly detection, LSTM, Machine Learning, road lighting system, SARIMA, smart city, smart meters
Smart meters in road lighting systems create new opportunities for automatic diagnostics of undesirable phenomena such as lamp failures, schedule deviations, or energy theft from the power grid. Such a solution fits into the smart cities concept, where an adaptive lighting system creates new challenges with respect to the monitoring function. This article presents research results indicating the practical feasibility of real-time detection of anomalies in a road lighting system based on analysis of data from smart energy meters. Short-term time series forecasting was used first. In addition, two machine learning methods were used: one based on an autoregressive integrating moving average periodic model (SARIMA) and the other based on a recurrent network (RNN) using long short-term memory (LSTM). The algorithms were tested on real data from an extensive lighting system installation. Both approaches enable the creation of self-learning, real-time anomaly detection algorithms. Therefore,... [more]
A Wind Power Probabilistic Model Using the Reflection Method and Multi-Kernel Function Kernel Density Estimation
Juseung Choi, Hoyong Eom, Seung-Mook Baek
February 24, 2023 (v1)
Keywords: bandwidth selection, kernel density estimation, probabilistic model, sampling-based method, scenario generation, wind power output
This paper proposes a wind power probabilistic model (WPPM) using the reflection method and multi-kernel function kernel density estimation (KDE). With the increasing penetration of renewable energy sources (RESs) into power systems, several probabilistic approaches have been introduced to assess the impact of RESs on the power system. A probabilistic approach requires a wind power scenario (WPS), and the WPS is generated from the WPPM. Previously, WPPM was generated using a parametric density estimation, and it had limitations in reflecting the characteristics of wind power data (WPD) due to a boundary bias problem. The paper proposes a WPPM generated using the KDE, which is a non-parametric method. Additionally, the paper proposes a reflection method correcting for the boundary bias problem caused by the double-bounded characteristic of the WPD and the multi-kernel function KDE minimizing the effect of tied values. Six bandwidth selectors are used to calculate the bandwidth for the K... [more]
Preparation and Thermal Model of Tetradecane/Expanded Graphite and A Spiral Wavy Plate Cold Storage Tank
Hongguang Zhang, Tanghan Wu, Lei Tang, Ziye Ling, Zhengguo Zhang, Xiaoming Fang
February 24, 2023 (v1)
Subject: Materials
Keywords: cold storage, phase change materials, tetradecane/expanded graphite, thermal model
A cold storage unit can store the cold energy off-peak and release it for building cooling on-peak, which can reduce the electricity load of air conditioning systems. n-tetradecane is a suitable cold storage material for air conditioning, with a phase change temperature of is 4−8 °C and a phase change enthalpy of 200 kJ/kg. However, its low thermal conductivity limits the application of n-tetradecane for high-power cold storage/release. This paper prepares a tetradecane/expanded graphite (EG) composite phase change material (CPCM), whose thermal conductivity can be increased up to 21.0 W/m·K, nearly 100 times over the raw n-tetradecane. A novel model to predict the maximum loading fraction of paraffin in the EG matrix is presented, with an error within 1.7%. We also develop a thermal conductivity model to predict the thermal conductivity of the CPCM precisely, with an error of less than 10%. In addition, an innovative spiral wave plate cold storage tank has been designed for the tetrad... [more]
Design and Analysis of a DC Solid-State Circuit Breaker for Residential Energy Router Application
Saeed Rahimpour, Oleksandr Husev, Dmitri Vinnikov
February 24, 2023 (v1)
Keywords: circuit breaker, dc protection, energy router, soft turn-on, solid-state, solid-state circuit breaker
Energy routers act as an interface between the distribution network and electrical facilities, which meet the requirements of clean energy substitution and achieve the energy sharing and information transmission in the energy network. However, the protection of the dc load side of residential energy routers including interruption and isolation of short-circuit fault currents is vital for discussion. Since the traditional mechanical and hybrid circuit breakers for dc fault protection have the drawback of slow operation, a solid-state circuit breaker (SSCB) is an optimal solution for fast dc fault interruption. In this paper, a dc SSCB is proposed that uses an RCD + MOV snubber circuit, which is considered the best and most complete circuit used in common SSCBs. There are two main contributions in this paper: First, a dc SSCB is designed, which isolates both positive and negative terminals of a circuit and its working principle and operating modes along with the formulas for calculation... [more]
Energy Balance of Hydrogen Production in the Cathodic Regime of Plasma-Driven Solution Electrolysis of Na2CO3 Aqueous Solution with Argon Carrier Gas
Sergii Bespalko, Jerzy Mizeraczyk
February 24, 2023 (v1)
Keywords: contact glow discharge electrolysis (CGDE), DC electrolysis, electrolytic solution, energy balance of hydrogen production, Hydrogen, hydrogen production, hydrogen production energy yield, hydrogen production rate, plasma electrolysis, plasma-driven solution electrolysis (PDSE)
In this paper, the results of an experimental study on hydrogen production at a tungsten discharge electrode with negative polarity in the DC electrolysis of a typical 10 wt% Na2CO3 aqueous solution in three operational regimes (the Faradaic, transition, and plasma-driven solution electrolysis (PDSE)) are presented for the first time. To focus the study on hydrogen production, a flowing inert gas (argon) was used to transport the gas mixture produced at the discharge electrode and prevent any other potential chemical reactions. The results showed that the highest hydrogen production rate of 0.147 g(H2)/h was achieved in the cathodic PDSE regime at the applied DC voltage of 198 V. However, the energy yield of hydrogen production of 0.405 g(H2)/kWh obtained at the applied voltage range of 141−170 V in the PDSE regime was lower than that obtained in the Faradaic regime (0.867 g(H2)/kWh) at 28 V. The energy balance of hydrogen production in the cathodic PDSE regime for the typical aqueous... [more]
Very Short-Term Forecast: Different Classification Methods of the Whole Sky Camera Images for Sudden PV Power Variations Detection
Alessandro Niccolai, Emanuele Ogliari, Alfredo Nespoli, Riccardo Zich, Valentina Vanetti
February 24, 2023 (v1)
Keywords: all-sky-cam, clear sky index, nowcasting, pattern recognition neural network, random forest
Solar radiation is by nature intermittent and influenced by many factors such as latitude, season and atmospheric conditions. As a consequence, the growing penetration of Photovoltaic (PV) systems into the electricity network implies significant problems of stability, reliability and scheduling of power grid operation. Concerning the very short-term PV power production, the power fluctuations are primarily related to the interaction between solar irradiance and cloud cover. In small-scale systems such as microgrids, the adoption of a forecasting tool is a brilliant solution to minimize PV power curtailment and limit the installed energy storage capacity. In the present work, two different nowcasting methods are applied to classify the solar attenuation due to clouds presence on five different forecast horizons, from 1 to 5 min: a Pattern Recognition Neural Network and a Random Forest model. The proposed methods are tested and compared on a real case study: available data consists of hi... [more]
A Review of the Emulsification Method for Alternative Fuels Used in Diesel Engines
Mohd Fadzli Hamid, Yew Heng Teoh, Mohamad Yusof Idroas, Mazlan Mohamed, Shukriwani Sa’ad, Sharzali Che Mat, Muhammad Khalil Abdullah, Thanh Danh Le, Heoy Geok How, Huu Tho Nguyen
February 24, 2023 (v1)
Keywords: Alternative Fuels, emulsified biofuel, microemulsion, neat biofuel, surfactant
Diesel engines are one of the most popular reciprocating engines on the market today owing to their great thermal efficiency and dependability in energy conversion. Growing concerns about the depletion of fossil resources, fluctuating prices in the market, and environmental issues have prompted the search for renewable fuels with higher efficiencies compared with conventional fuels. Fuel derived from vegetable oils and animal fats has comparable characteristics to diesel fuel, but is renewable, despite being manufactured from various feedstocks. Nevertheless, the direct use of these fuels is strictly prohibited because it will result in many issues in the engine, affecting engine performance and durability, as well as emissions. To make biofuels as efficient as fossil fuels, it is essential to alter their characteristics. The use of emulsification techniques to obtain emulsified biofuels is one of the many ways to modify the fuel characteristics. Emulsification techniques allow for a d... [more]
A Review of Pile Foundations in Viscoelastic Medium: Dynamic Analysis and Wave Propagation Modeling
Wenbing Wu, Yunpeng Zhang
February 24, 2023 (v1)
Keywords: dimensional effect, dynamic analysis, energy engineering, integrity test, pile, soil–pile interaction
The dynamic viscoelastic theory of soil−pile interaction dominates the initial impedance calculation during the pile dynamic design and analysis. Further, it provides a firm theoretical ground for the wave propagation simulation, which could be the basis of seismic analysis and some geotechnical testing approaches. This review traces the development history and key findings of viscoelastic soil−pile interaction theory and expounds on the advantages and limitations of various theoretical advances in terms of dynamic design and wave propagation modeling. The review consists of three sub-divisions, which are the longitudinal, horizontal, and torsional viscoelastic soil-pile theories. The development and implement of multi-phase soil constitutive equations, multi-dimensional soil−pile interaction modeling methods, pile−soil−pile mutual interactions in pile groups, and the fluid−structure interaction problems in offshore piles are especially remarked and concluded. Finally, the shortcomings... [more]
Optimal Solution for a Renewable-Energy-Generation System at a Private Educational Institute in South Korea
Sangjib Kwon, Hyungbae Gil, Seoin Baek, Heetae Kim
February 24, 2023 (v1)
Keywords: cost of electricity (COE), energy mix, HOMER, hybrid renewable energy system, net present cost (NPC), photovoltaic, private education institution, South Korea
Climate change has been turning into a climate crisis. Thus, we live in an era in which it is important to carry out the promise of 2050 carbon neutrality worldwide. South Korea is a country with a very large private education market. As the online education market has also recently expanded rapidly, interest in the electricity consumed by educational institutions is growing. One way to reduce the power consumption of private educational institutions, which is expected to gradually increase, is to replace the existing power system with a hybrid energy system based on renewable energy. This study aims to investigate an optimized renewable-energy-based hybrid system to supply adequate power to private educational institutions in Korea. We propose an optimal system using the HOMER (Hybrid Optimization Model for Electric Renewables) program. The result is that when private educational institutions adopt a hybrid renewable energy system, the renewable fraction is negligible in the grid-conn... [more]
A Robust Nonlinear Sliding Mode Controller for a Three-Phase Grid-Connected Inverter with an LCL Filter
Abu Sufyan, Mohsin Jamil, Salman Ghafoor, Qasim Awais, Hafiz Ali Ahmad, Ashraf Ali Khan, Hassan Abouobaida
February 24, 2023 (v1)
Keywords: grid-connected inverter, inverter control, LCL filter, nonlinear control, sliding mode control, super-twisting
In distributed power generation systems, grid-connected inverters are becoming an attractive means of delivering the energy generated from renewable sources into the grid. However, the performance of the current controller drastically decreases in the presence of model uncertainty, grid harmonics, filter parametric, and grid impedance variations, which can jeopardize the entire system’s stability. This paper presents a novel design of a super-twisting integral sliding mode control (ST-ISMC) strategy for the first time in the application of a three-phase voltage source grid-connected inverter. The designed controller has shown robustness and maintains a low total harmonic distortion (THD) in the presence of filter parameters drift, grid impedance variation, and grid harmonics distortion. The super-twisting action is added to remove the chattering problem associated with the conventional SMC strategy, and integral action is adopted to improve the grid’s current steady-state error. The mo... [more]
Application of Post-Flotation Dairy Sludge in the Production of Wood Pellets: Pelletization and Combustion Analysis
Sławomir Obidziński, Magdalena Joka Yildiz, Sebastian Dąbrowski, Jan Jasiński, Wojciech Czekała
February 24, 2023 (v1)
Subject: Environment
Keywords: Biofuels, circular economy, energy consumption, kinetic durability, pellets, post-flotation dairy sludge, waste to energy
The amount and variety of waste increases every year. One of the places where biodegradable waste is generated is the agri-food industry, where it is possible to utilize it for the purpose of energy production. The aim of this research was to determine the possibility of using post-floatation dairy sludge as a raw material for co-pelletization with sawdust. The scope of this work included physical and chemical characterizations of the feedstock, the co-pelletization process, and the combustion of the produced pellets, combined with an exhaust analysis. The obtained values of the pellets’ density at each level of sludge addition allowed us to conclude that the obtained pellets had a good market quality and constituted a full-fledged, innovative solid fuel, in accordance with the guidelines of the latest, currently applicable ISO 17225 standard. Furthermore, adding ca. 20%wt of sludge to sawdust resulted in a 30% decrease in the pelletization power demand, and still, the combustion chara... [more]
Amplitude−Temporal and Spectral Characteristics of Pulsed UHF-SHF Radiation of a High-Voltage Streamer Discharge in Air under the Atmospheric Pressure
Ilya Zudin, Mikhail Gushchin, Ivan Vershinin, Sergey Korobkov, Petr Mikryukov, Askold Strikovskiy, Andrey Nikolenko, Alexey Belov, Vladimir Syssoev, Alexander Orlov, Dmitry Sukharevsky, Maria Naumova, Yuri Kuznetsov, Nikolay Shvets, Evgeniy Basov
February 24, 2023 (v1)
Keywords: air breakdown, high voltage discharge, streamer propagation, super-high frequency, ultra-high frequency, UWB electromagnetic pulses
A special experimental setup with a three-electrode discharge gap was used to study the dynamic characteristics of the ultra-high- and super-high-frequency (UHF-SHF) electromagnetic radiation of a high-voltage discharge having the streamer form with reference to the dynamics of individual streamers at the nanosecond time resolution. We performed synchronous detection of the radiation waveforms using a wideband horn antenna, on the one hand, and high-speed photography of the discharge development in the discharge gap using an ICCD camera, on the other hand. It was found that the high-voltage discharge is a source of radiation in the frequency band up to 10 GHz, which is a series of individual ultrawideband (UWB) bursts having durations of less than 1 ns and leading fronts less than 100 ps long and appears when the streamers moving from the discharge anode (thin wire) meet the discharge cathode (plane). By the order of magnitude, the number of radiation bursts corresponds to the number o... [more]
Enhanced Artificial Immune Systems and Fuzzy Logic for Active Distribution Systems Reconfiguration
Guillermo Alonso, Ricardo F. Alonso, Antonio Carlos Zambroni Zambroni De Souza, Walmir Freitas
February 24, 2023 (v1)
Keywords: artificial immune systems, distributed generation, distribution system reconfiguration, fuzzy logic
Nowadays, the high penetration of automation on smart grids challenges electricity companies in providing an efficient distribution networks operation. In this sense, distribution system reconfiguration (DSR) plays an important role since it may help solve real-time problems. This paper proposes a methodology to solve the DSR problem using artificial immune systems (AIS) based on a new, efficient, and robust approach. This new methodology, called Enhanced Artificial Immune Systems (EAIS), uses the values of the currents in wires for intelligent mutations. The problem is accomplished by a multi-objective optimization with fuzzy variables, minimizing power losses, voltage deviation, and feeders load balancing. A comparison with other DSR solution methods is presented. The method is compared with two other previously proposed methods with the help of the 33-bus, 84-bus, and 136-bus distribution systems. Different scenarios are analyzed, including the optimal location of the Distributed Ge... [more]
Distributed Mitigation Layers for Voltages and Currents Cyber-Attacks on DC Microgrids Interfacing Converters
Ahmed H. EL-Ebiary, Mohamed Mokhtar, Atef M. Mansour, Fathy H. Awad, Mostafa I. Marei, Mahmoud A. Attia
February 24, 2023 (v1)
Keywords: control, cyber-security, false data injection attacks, microgrids, mitigation layer
The wide use of communication layers in DC microgrids to transmit voltage and current measurements of each distributed generator unit (DGU) increases the possibility of exposure to cyber-attacks. Cyber-attackers can manipulate the measured data to distort the control system of microgrids, which may lead to a shutdown. This paper proposes distributed mitigation layers for the false data injection attacks (FDIA) on voltages and currents of DGUs in meshed DC microgrids. The proposed control strategy is based on integrating two layers for cyber-attack detection and mitigation to immune the primary and the secondary control loops of each DGU. The first layer is assigned to mitigate FDIAs on the voltage measurements needed for the voltage regulation task of the primary control loop. The second layer is devoted to the mitigation of FDIAs on the DGU current measurements, which are crucial for the secondary control level to guarantee the proper current sharing of each DGU. Artificial neural net... [more]
Study on Quantitative Evaluation Index of Power System Frequency Response Capability
Cheng Chi, Hai Zhao, Jiahang Han
February 24, 2023 (v1)
Keywords: frequency response capability evaluation index, inertia response, primary frequency modulation
Frequency stability is an important factor for the safety and stability of the power system operation. In a traditional power system, the operation stability is ensured by the inertia response, primary frequency modulation, and secondary frequency modulation. In recent years, in order to achieve the goal of carbon neutralization and carbon peaking, China has made great efforts in new energy development. With large-scale new energy connected to the power grid, the proportion of traditional conventional synchronous units has gradually declined. At the same time, a large number of power electronic devices have been used in the power grid, which led to the capability decline of the inertia response and primary frequency modulation. For example, the East China Power Grid has experienced a sharp frequency drop in such an environment. In order to solve the above problems, the operation principle and control mode of various new energy resources are analyzed in this paper. Moreover, the process... [more]
Simulation-Based Fault Detection Remote Monitoring System for Small-Scale Photovoltaic Systems
Hee-Won Lim, Il-Kwon Kim, Ji-Hyeon Kim, U-Cheul Shin
February 24, 2023 (v1)
Keywords: monitoring system, PV system, Shewhart control chart
A small-scale grid-connected PV system that is easy to install and is inexpensive as a remote monitoring system may cause economic losses if its failure is not found and it is left unattended for a long time. Thus, in this study, we developed a low-cost fault detection remote monitoring system for small-scale grid-connected PV systems. This active monitoring system equipped with a simulation-based fault detection algorithm accurately predicts AC power under normal operating conditions and notifies its failure when the measured power is abnormally low. In order to lower the cost, we used a single board computer (SBC) with edge computing as a data server and designed a monitoring system using openHAB, an open-source software. Additionally, we used the Shewhart control chart as a fault detection criterion and the ratio between the measured and predicted ac power for the normal operation data as an observation. As a result of the verification test for the actual grid-connected PV system, i... [more]
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