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Records with Subject: Energy Systems
Showing records 7288 to 7312 of 9565. [First] Page: 1 289 290 291 292 293 294 295 296 297 Last
Key Points and Current Studies on Seepage Theories of Marine Natural Gas Hydrate-Bearing Sediments: A Narrative Review
Hao Peng, Xiaosen Li, Zhaoyang Chen, Yu Zhang, Changyu You.
February 27, 2023 (v1)
Keywords: challenges and prospects, multiphase flow, natural gas hydrate, permeability, pore characteristics, porous media.
The internal fluid flow capacity of hydrate-bearing sediment (HBS) is one of the important factors affecting the efficiency of natural gas exploitation. This paper focuses on seepage studies on gas hydrates with the following contents: scope of theories’ application, normalized permeability (Kt) models, extension combined with new technology, and development. No review has elucidated the prediction of original permeability (K0) of sediments without hydrates. Moreover, there are few studies on seepage theories with new technologies, such as Computed Tomography (CT), Nuclear Magnetic Resonance (NMR), Magnetic Resonance Imaging (MRI), and resistivity. However, this review summarizes the prospects, evolution, and application of HBS seepage theories from the perspectives of experiments, numerical simulation, and microscopic visualization. Finally, we discuss the current limitations and directions of the seepage theories of HBS.
Exergetic Effects of Cooled Cooling Air Technology on the Turbofan Engine during a Typical Mission
Laihe Zhuang, Guoqiang Xu, Bensi Dong, Qihang Liu, Mengchen Li, Jie Wen.
February 27, 2023 (v1)
Keywords: CCA technology, exergy analysis, flight mission, integrated model, turbofan engine.
The cooled cooling air technology (CCA technology) shows expected performance in solving the growing thermal challenge for advanced aero engines by reducing the temperature of cooling air. The effect of CCA technology on the overall propelling performance with or without adjusting cycle parameters is controversial. Based on this, both the energy and exergy methods have been adopted to elaborate the specific mechanisms of the above energy utilization discrepancy. As a result, the scheme of CCA technology without optimizing cycle parameters has lower propelling work and efficiency with the total exergy destruction increasing 0.5~2%. Oppositely, as for the scheme of CCA with meliorated cycle parameters, the propelling efficiency improved by around 2~4% with total exergy destruction reduced by 1~3.5%. By analyzing the distribution of exergy destruction, the avoidable and unavoidable exergy destruction caused by the combustion chamber, compressors, and turbines accounts for the largest prop... [more]
Multi-Objective Dynamic Economic Emission Dispatch with Electric Vehicle−Wind Power Interaction Based on a Self-Adaptive Multiple-Learning Harmony-Search Algorithm
Li Yan, Zhengyu Zhu, Xiaopeng Kang, Boyang Qu, Baihao Qiao, Jiajia Huan, Xuzhao Chai.
February 27, 2023 (v1)
Keywords: dynamic economic and emission dispatch, electric vehicles, harmony search, wind power.
Dynamic economic emission dispatch (DEED) in combination with renewable energy has recently attracted much attention. However, when wind power is considered in DEED, due to its generation uncertainty, some additional costs will be introduced and the stability of the dispatch system will be affected. To address this problem, in this paper, the energy-storage characteristic of electric vehicles (EVs) is utilized to smooth the uncertainty of wind power and reduce its impact on the system. As a result, an interaction model between wind power and EV (IWEv) is proposed to effectively reduce the impact of wind power uncertainty. Further, a DEED model based on the IWEv system (DEEDIWEv) is proposed. For solving the complex model, a self-adaptive multiple-learning multi-objective harmony-search algorithm is proposed. Both elite-learning and experience-learning operators are introduced into the algorithm to enhance its learning ability. Meanwhile, a self-adaptive parameter adjustment mechanism i... [more]
Experimental and Numerical Study on Thermal Hydraulic Performance of Trapezoidal Printed Circuit Heat Exchanger for Supercritical CO2 Brayton Cycle
Yuxuan Ji, Zheng Wang, Mingxuan Wang, Yafei Liu, Haoran Xu, Peiwang Zhu, Shilei Ma, Zhigang Yang, Gang Xiao.
February 27, 2023 (v1)
Keywords: PCHE, supercritical carbon dioxide, thermal hydraulic performance, trapezoidal channel.
The supercritical carbon dioxide (sCO2) Brayton cycle is the preferred power cycle for future nuclear energy, fossil energy, solar energy, and other energy systems. As the preferred regenerator in the cycle, the printed circuit heat exchanger (PCHE) exhibits a high heat transfer efficiency, compactness, and robustness. The structure design of its internal flow channel is one of the most important factors to enhance the heat transfer and reduce pressure loss. In the present work, a trapezoidal PCHE prototype is designed and manufactured, and its thermal-hydraulic performance as a regenerator is experimentally studied in the sCO2 test loop. The overall heat transfer coefficient exceeds 1.10 kW/(m2·K) and reaches a maximum of 2.53 kW/(m2·K) with the changes in the inlet temperature, the working pressure, and the mass flow rate. Correlations of the Nusselt numbers are proposed on both sides, with the Reynolds numbers ranging from 10,000 to 30,000 and 4800 to 14,000, and the Prandtl numbers... [more]
Bioengineering and Molecular Biology of Miscanthus
Evgeny Chupakhin, Olga Babich, Stanislav Sukhikh, Svetlana Ivanova, Ekaterina Budenkova, Olga Kalashnikova, Alexander Prosekov, Olga Kriger, Vyacheslav Dolganyuk.
February 27, 2023 (v1)
Keywords: bioengineering, Biofuels, chromosomes, genome, miscanthus, monolignol, patterns.
Miscanthus is a perennial wild plant that is vital for the production of paper and roofing, as well as horticulture and the development of new high-yielding crops in temperate climates. Chromosome-level assembly of the ancient tetraploid genome of miscanthus chromosomes is reported to provide resources that can link its chromosomes to related diploid sorghum and complex polyploid sugarcane. Analysis of Miscanthus sinensis and Miscanthus sacchariflorus showed intense mixing and interspecific hybridization and documented the origin of a high-yielding triploid bioenergetic plant, Miscanthus × giganteus. The Miscanthus genome expands comparative genomics functions to better understand the main abilities of Andropogoneae herbs. Miscanthus × giganteus is widely regarded as a promising lignocellulosic biomass crop due to its high-biomass yield, which does not emit toxic compounds into the environment, and ability to grow in depleted lands. The high production cost of lignocellulosic bioethano... [more]
Integration of Pore-Scale Visualization and an Ultrasonic Test System of Methane Hydrate-Bearing Sediments
Qingtao Bu, Qingguo Meng, Jie Dong, Chengfeng Li, Changling Liu, Jinhuan Zhao, Zihao Wang, Wengao Zhao, Jiale Kang, Gaowei Hu.
February 27, 2023 (v1)
Keywords: acoustic property, gas hydrate, micro-distribution, porous media, X-ray computed tomography.
The acoustic characteristics of hydrates are important parameters in geophysical hydrate exploration and hydrate resource estimation. The microscale distribution of hydrate has an important influence on the acoustic response of a hydrate-bearing reservoir. Although microscale hydrate distributions can be determined using means such as X-ray computed tomography (X-CT), it is difficult to obtain acoustic parameters for the same sample. In this study, we developed an experimental system that integrated pore-scale visualization and an ultrasonic testing system for methane-hydrate-bearing sediments. Simultaneous X-CT observation and acoustic detection could be achieved in the same hydrate sample, which provided a new method for synchronously monitoring microscale distributions during acoustic testing of natural gas hydrate samples. Hydrate formation experiments were carried out in sandy sediments, during which the acoustic characteristics of hydrate-bearing sediments were detected, while X-... [more]
Grid-Forming Converters for Stability Issues in Future Power Grids
Shahid Aziz Khan, Mengqi Wang, Wencong Su, Guanliang Liu, Shivam Chaturvedi.
February 27, 2023 (v1)
Keywords: grid-following converters, grid-forming converters, large-signal stability inertia, power grid, Renewable and Sustainable Energy, small-signal stability.
Historically, the power system has relied on synchronous generators (SGs) to provide inertia and maintain grid stability. However, because of the increased integration of power-electronics-interfaced renewable energy sources, the grid’s stability has been challenged in the last decade due to a lack of inertia. Currently, the system predominantly uses grid-following (GFL) converters, built on the assumption that inertial sources regulate the system stability. Such an assumption does not hold for the low-inertia grids of the future. Grid-forming (GFM) converters, which mimic the traditional synchronous machinery’s functionalities, have been identified as a potential solution to support the low-inertia grids. The performance analysis of GFM converters for small-signal instability can be found in the literature, but large-signal instability is still an open research question. Moreover, various topologies and configurations of GFM converters have been proposed. Still, no comparative study c... [more]
Developing a Theoretical Framework to Explain the Social Acceptability of Wind Energy
Sigurd Hilmo Lundheim, Giuseppe Pellegrini-Masini, Christian A. Klöckner, Stefan Geiss.
February 27, 2023 (v1)
Keywords: bounded rationality, literature review, media, NIMBY, Renewable and Sustainable Energy, social acceptability, social acceptance, theoretical framework, wind energy.
The social acceptability of wind farms has been researched for several decades now, with the first research tracing back to the 1980s. This paper aims to deliver a literature review within the structural framework proposed by the paper of variables influencing the acceptability of wind farms. The large amount of research published on the social acceptability of wind farms requires an effort to identify and categorise variables to deliver a holistic understanding of opposition and support to wind energy. We classify the variables into three main categories: first, ‘psychological variables’, including perceived benefits and costs, emotions, and attitudes; second, ‘contextual variables’, including community energy schemes and media influence; and finally, third, ‘personal resources’, including income or wealth, place of residence, and relevant knowledge in relation to the wind farm. In agreement with other scholars, we argue that NIMBYism (not in my backyard) is an outdated and simplistic... [more]
Shortening the Standard Testing Time for Residual Biogas Potential (RBP) Tests Using Biogas Yield Models and Substrate Physicochemical Characteristics
Yanxin Liu, Weisi Guo, Philip Longhurst, Ying Jiang.
February 27, 2023 (v1)
Keywords: biogas yield models, decision trees, Gaussian process, RBP test, regression.
The residual biogas potential (RBP) test is a procedure to ensure the anaerobic digestion process performance and digestate stability. Standard protocols for RBP require a significant time for sample preparation, characterisation and testing of the rig setup followed by batch experiments of a minimum of 28 days. To reduce the experimental time to obtain the RBP result, four biogas kinetic models were evaluated for their strength of fit for biogas production data from RBP tests. It was found that the pseudo-parallel first-order model and the first-order autoregressive (AR (1)) model provide a high strength of fit and can predict the RBP result with good accuracy (absolute percentage errors < 10%) using experimental biogas production data of 15 days. Multivariate regression with decision trees (DTs) was adopted in this study to predict model parameters for the AR (1) model from substrate physicochemical parameters. The mean absolute percentage error (MAPE) of the predicted AR (1) mode... [more]
Special Issue on “Integrated Energy Systems towards Carbon Neutrality”
Pei Liu, Ming Liu, Xiao Wu.
February 27, 2023 (v1)
Energy systems have played an essential role in the history of human civilization [...]
Creep Characteristics and Creep Model of Coal Based on Pore Water Pressure
Fumin Zhang, Dongfeng Zhang, Shunjie Huang.
February 27, 2023 (v1)
Keywords: coal and rock mass, creep under fractional loading, pore water pressure, porosity.
Anthracite in a specific area of Shanxi Province is the subject of this essay’s research. In the creep studies, different porosity intervals and pore water pressures were employed to evaluate the mechanical properties of creep under various test paths. The conventional Burges model was coupled in series with the nonlinear viscous elements and plastic elements. The key parameters in the equation are fitted, and a creep model is created to describe the nonlinear viscosity-elastic-plastic characteristics of coal under the influence of pore water pressure with varying porosities. The creep tests used varied porosity intervals, pore water pressures, and test paths to study the mechanical properties of creep. The conventional Burges model was coupled in series with the nonlinear viscous element and plastic element. To represent the nonlinear viscosity-elastic-plastic properties of coal under the effect of pore water pressure with variable porosities, the main parameters in the equation are f... [more]
A Study on Activity of Coexistent CO Gas during the CO2 Methanation Reaction in Ni-Based Catalyst
Jeongyoon Ahn, Woojin Chung.
February 27, 2023 (v1)
Keywords: CO2 methanation, CO2 utilization, coexistent CO, Energy, Ni catalyst, SNG.
Greenhouse gases, the main cause of global warming, are generated largely in the energy sector. As the need for technology that has reduced greenhouse gas emissions while producing energy is on an increase, CCU technology, which uses CO2 to produce CH4 (SNG energy, synthetic natural gas), is drawing attention. Thus, the reaction for converting CO2 to CH4 at a specific temperature using a catalyst is CO2 methanation. The field of CO2 methanation has been actively studied, and many studies have been conducted to enhance the activity of the catalysts. However, there is a lack of research on the variables that may appear when CO2 methanation is attempted using emissions containing CO2 generated from industrial fields and bio-plants. According to previous studies, it is reported that realistic feed gases from gasification or biomass plants contain a significant amount of CO. this study is a follow-up study focused on the application of CO2 methanation in various real processes. In the CO2 m... [more]
Boiling Heat Transfer Characteristics of Porous Microchannel with Pore-Forming Agent
Qinhui Lei, Donghui Zhang, Lei Feng, Jijin Mao, Daifen Chen.
February 27, 2023 (v1)
Keywords: flow boiling, microchannel, pore-forming agent, pressure fluctuation, sintering.
Traditional microchannel needs to face the flow-reversal difficulty in high heat fluxes due to limited space. It results in large pressure and temperature fluctuation. Porous microchannels arouse more interest to provide a new solution to this problem. Flow boiling experiments in porous microchannels with PFA were investigated. Porous microchannels were sintered by 10 μm (or 30 μm) spherical copper particles with pore-forming agent (Na2CO3, 60−90 μm). Porous microchannels were composed of 23 parallel porous microchannels with 600 μm in width and 1200 μm in depth.The addition of PFA (pore-forming agent) could increase the sample porosity. For Q10 series, sample porosities increase from 20.4% to 52.9% with the PFA percentage change from 0% to 40%, while for the Q30 series they increase from 26.6% to 47.5%. Experimental results showed the boiling heat transfer coefficient (HTC) reached the maximum at the moderate porosity for both Q10 and Q30 series. Too large or too small porosity would... [more]
Terminal Integral Synergetic Control for Wind Turbine at Region II Using a Two-Mass Model
Saravanakumar Rajendran, Debashisha Jena, Matias Diaz, José Rodríguez.
February 27, 2023 (v1)
Keywords: drive train, FAST simulator, integral synergetic control, wind estimator, wind turbine.
Mechanical loads considerably impact wind turbine lifetime, and a reduction in this load is crucial while designing a controller for maximum power extraction at below-rated speed (region II). A trade-off between maximum energy extraction and minimum load on the drive train shaft is a big challenge. Some conventional controllers extract the maximum power with a cost of high fluctuations in the generator torque and transient load. Therefore, to overcome the above issues, this work proposes four different integral synergetic control schemes for a wind turbine at region II using a two-mass model with a wind speed estimator. In addition, the proposed controllers have been developed to enhance the maximum power extraction from the wind whilst reducing the control input and drive train oscillations. Moreover, a terminal manifold has been considered to improve the finite time convergence rate. The effectiveness of the proposed controllers is validated through a 600 kW Fatigue, Aerodynamics, St... [more]
Uniaxial Creep Test Analysis on Creep Characteristics of Fully Weathered Sandy Shale
Lianzhen Zhang, Changxin Huang, Zhipeng Li, Zichuan Han, Xianjie Weng, Lige Wang.
February 27, 2023 (v1)
Keywords: Burgers model, creep constitutive model, fully weathered sandy shale, load level, moisture content, uniaxial creep test.
The creep damage behavior of rocks is very important for evaluating the stability and safety of key rock engineering. Based on the Lianhua Tunnel Project in China, this paper aims to study the creep damage mechanics, the influencing factors and the creep constitutive models of sandy shale. In order to achieve these goals, a uniaxial compressive strength test and a creep test under different moisture contents and load levels were carried out. According to the test results, the creep parameters (elastic coefficients E1 and E2 and viscosity coefficients η1 and η2) of the Burgers Model were achieved, and the relationship between the creep parameters and moisture content, ω, was established accordingly (E1 = f(ω), E2 = f(ω), η1 = f(ω), η2 = f(ω)). A fully weathered sandy-shale creep constitutive model considering moisture content was finally obtained. Test results showed that creep deformation increases with any increase in load level or moisture content, and the influence of moisture conte... [more]
Exploring the Potential of Carbon Capture, Utilization, and Storage in Baltic Sea Region Countries: A Review of CCUS Patents from 2000 to 2022
Mayur Pal, Viltė Karaliūtė, Shruti Malik.
February 27, 2023 (v1)
Keywords: Baltic Sea region countries, Carbon Capture, carbon reduction, CCUS, patents, storage, utilization.
Carbon capture, utilization, and storage (CCUS) refers to technologies that capture carbon dioxide (CO2) emissions from sources such as power plants, industrial facilities, and transportation, and either store it underground or use it for beneficial purposes. CCUS can play a role in reducing greenhouse gas emissions and mitigating climate change, as CO2 is a major contributor to global warming. In the Baltic Sea region countries (BSR), patent searches from 2000 to 2020 reveal that CCUS technologies are focused on CO2 storage, monitoring, utilization, and transport. However, the adoption and deployment of these technologies has been slow due to a variety of factors, including a lack of government action on climate change, public skepticism, increasing costs, and advances in other options such as renewables and shale gas. Overall, CCUS has the potential to significantly reduce CO2 emissions and contribute to climate change mitigation efforts, but more work is needed to overcome the barri... [more]
NiO-MgO Prepared by the Complex-Decomposition Method as a Catalyst for Carbon Dioxide Reforming of Methane
Ying Wang, Bin Li, Yong-Shan Xiao, Zhong-Wen Liu.
February 27, 2023 (v1)
Keywords: Carbon Dioxide, complex-decomposition, methane, NiO-MgO, Syngas.
The NiO-MgO solid solution has been proven to be an efficient catalyst for the carbon dioxide reforming of methane (CRM). However, the challenge is still there for the facilely controlled synthesis of the single-phase solid solution with the uniform composition, and the interactions between NiO and MgO are not consistently correlated with the CRM performance. To address these issues, in this work, the complex-decomposition method was applied to regulate the chemical and structural properties of NiO-MgO catalysts via simply changing the complexing agent, calcination temperature, and Ni/Mg molar ratio. The catalysts were comparatively evaluated for CRM under severe reaction conditions of 750 °C, 0.1 MPa, CH4/CO2 = 1, and a gas hourly space velocity of 60000 mL·g−1·h−1. Irrespective of the complexing agents investigated, NiO-MgO solid solution was exclusively formed. However, the structural and reductive properties of the NiO-MgO catalysts were strongly dependent on the complexing agent,... [more]
Conductive MoO3−PEDOT:PSS Composite Layer in MoO3/Au/MoO3−PEDOT:PSS Multilayer Electrode in ITO-Free Organic Solar Cells
Md Maniruzzaman, Rahim Abdur, Md Abdul Kuddus Sheikh, Son Singh, Jaegab Lee.
February 27, 2023 (v1)
Keywords: conductive composite, ITO-free, MoO3, multilayer electrode, organic solar cells.
The solution-processed and conductive MoO3−PEDOT:PSS (Mo−PPSS) composite layer in a MoO3/Au/MoO3−PEDOT:PSS (MoAu/Mo−PPSS) multilayer electrode in ITO-free organic solar cells (OSCs) was optimized in terms of electrical conductivity, interfacial contact quality, work function, and process wettability of the conductive composite thin film. The surface composition of the PEDOT:PSS film onto different electrodes was observed by using X-Ray Photoelectron Spectroscopy. The PEDOT:PSS-MoO3 composite protects the dissolution of individual MoO3 with PEDOT:PSS, which was confirmed by Auger Electron Spectroscopy. The UV-Visible spectroscopy showed that the photoactive layer of P3HT:PCBM absorbs in the wavelength range of 300−650 nm with the maximum absorption at 515 nm (2.40 eV). The device performance of 3.97% based on an MoAu/Mo−PPSS conductive composite electrode exhibited comparable enhancement and only 6% enhancement compared to an ITO-based electrode (3.91%). The enhancement of device effici... [more]
Characteristics of Graphene Growth at Different Temperatures from the Benzene Ring Structure in Coal Tar
Shuhan Zhao, Zhongyang Luo, Mengxiang Fang, Qinhui Wang, Jianmeng Cen.
February 27, 2023 (v1)
Keywords: benzene, coal tar, low-temperature graphene growth, mechanism.
A large number of aromatic substances can be found in so-called coal tar (containing >10,000 individual compounds), which is a mixture of heavy liquid fractions (dense viscous black liquor, tended to solidification) obtained after the pyrolysis of coal (solid product—coke, gas products, and light liquid products are also produced during the process). Volatile monocyclic aromatic hydrocarbons, which are naturally occurring in coal tar, can be exploited as premium raw materials for the production of graphene by chemical vapor deposition (CVD). Moreover, aromatic chemicals (compounds with benzene rings) can produce graphene at lower temperatures than other small-molecule gas feedstocks (for graphene growth via methane gas, the temperature must be at least 900 °C). The intermediate reaction mechanism involved in the creation of graphene from various temperature ranges of monocyclic aromatic hydrocarbons in benzene ring structures has long been a fascinating enigma. Accordingly, in this pap... [more]
Evaluation of Babassu Cake Generated in the Extraction of the Oil as Feedstock for Biofuel Production
Chastryane Silva, Bruna Sousa, João Nunes, Jackson Malveira, Rosali Marques, Luana Damasceno, Emanuelle Braga, Tassio Lessa, Luciana Bertini, Maria Maciel, Maria Rios.
February 27, 2023 (v1)
Keywords: bioenergy, carbonization, carnauba, cashew nutshell, solid fuels, sugarcane bagasse.
The growing demand for energy and the concern about environmental impacts reinforce the necessity for renewable energy sources such as biofuels. In this study, cake generated in the babassu oil extraction was evaluated as a potential feedstock for solid biofuel production, and it contains a blend of cashew nutshell, sugarcane bagasse, carnauba straw, and carnauba stalk. All samples were characterized by proximate analysis and Higher Heating Value. Carbonization was used to improve energy performance and compaction to understand the mechanism and the characteristics of the biomasses compacted. In the extraction of babassu oil, fresh and aged (90 days) kernel samples were used. The fresh samples reached a yield of 59.8%, and the aged samples reached a yield of 70.66%. The carbonization of babassu cake was carried out in a Muffle furnace at temperatures of 250, 300, 350, and 400 °C. The fresh babassu cake showed an HHV of 23.06 MJ kg−1 and after carbonization of 28.07 (250 °C), 30.69 (300... [more]
Study of Scavenging and Combustion Processes for Small Two-Stroke Aviation Heavy Fuel Direct Injection Engines
Longtao Shao, Yu Zhou, Shuai Zhao, Tao Yu, Kun Zhu, Shuiting Ding, Zheng Xu.
February 27, 2023 (v1)
Keywords: combustion characteristics, cross scavenging, direct injection, evaporation characteristic, small two-stroke aviation piston engines.
Heavy-fuel aviation piston engines (HF-APEs) are widely used in general aviation and unmanned aerial vehicle (UAV) due to their safety and fuel economy. This paper describes a numerical and experimental study of scavenging and combustion processes on a 2-Stroke Direct Injected HF-APEs for light aircraft, with its cylinder specifically designed as cross scavenging. A 3-Dimentional transient model of in-cylinder flow and combustion process is established by the Forte platform, and the engine test system is set up. By comparing the simulation results to the experimental results, it showed that multi-ports cross scavenging can generate unbalanced aerodynamic torque in the cylinder. In the compression process, the swirl ratio (SR) gradually increases, and the peak SR reaches 15. Moreover, approximately 25% of exhaust residual gas in the cylinder is conducive to the fuel atomization and evaporation process in a high-altitude environment. When the injection timing is between −8 °CA and −16 °C... [more]
Assessment of the Explosion Accident Risk in Non-Coal Mining by Hasse Diagram Technique
Xiaobin Dong, Zhen Yang, Li Guo, Yuan Gao.
February 27, 2023 (v1)
Keywords: explosion accident, Hasse diagram technique, non-coal mines, Poset decision-making, risk analysis.
The aim of is paper is to address the problem of identifying critical factors in the analysis of non-coal mine explosion accidents as well as to improve the rationality and accuracy of the risk analysis results. Hence, we developed a risk identification method for non-coal mine explosion accidents, combining the Systems-Theoretic Accident Model and Process (STAMP) and the Rank-order Centroid (ROC) method based on the Poset decision-making theory. The proposed method was applied to identify risk in engineering cases. Findings showed that four main dangerous events (out of twelve identified ones) were the primary culprits of related accidents, which were the events “Blasters without licenses and illegal operation” at the basic level, the event of “the confusion about the safety management system of non-coal mine companies” at the control level, and the event of “the failure about the emergency management departments” and “public security departments” at the supervision level. The approxi... [more]
Special Issue on “The Process and Modelling of Renewable Energy Sources”
Zoltán Gabnai, Gabor Pinter, Péter Balogh.
February 27, 2023 (v1)
The worldwide use of renewable energy sources has been growing significantly year by year, accompanied by continuous technological development [...]
Research into Energy Production from the Combustion of Waste-Derived Composite Fuels
Anastasia Islamova, Svetlana Kropotova, Pavel Strizhak.
February 27, 2023 (v1)
In the original article [...]
An Anomaly Detection Method of Time Series Data for Cyber-Physical Integrated Energy System Based on Time-Frequency Feature Prediction
Jinyi Chen, Suyang Zhou, Yue Qiu, Boya Xu.
February 27, 2023 (v1)
Keywords: false data injection attack, integrated energy system, time-frequency features, time-frequency transform, time-series data anomaly detection.
An integrated energy system (IES) is vulnerable to network attacks due to the coupling features of multi-energy systems, as well as the deep integration between a physical system and an information system. The anomaly detection of the time-series data in an IES is a key problem to defend against network attacks and ensure the cyber-physical security of IES. Aiming at false data injection attacks (FDIAs) on IES, this paper proposes an anomaly detection method for time-series data in a cyber-physical integrated energy system based on time-frequency feature prediction. The time-frequency features of the time-series data are extracted based on three time-frequency transform methods (DWT, EMD, and EWT). Then the extracted time-frequency features are input to the autoencoder (AE) to capture the hidden features and nonlinear structure of the original data in the frequency domain. The time-domain data within the detected time period are predicted by applying regression prediction on the top-la... [more]
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