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Showing records 28820 to 28844 of 43611. [First] Page: 1 1150 1151 1152 1153 1154 1155 1156 1157 1158 Last
Pricing and Simulating Energy Transactions in Energy Communities
João Mello, Cristina de Lorenzo, Fco. Alberto Campos, José Villar
February 27, 2023 (v1)
Keywords: benefits sharing, energy communities, energy management, local electricity markets, self-consumption, transactions pricing
Extensive literature is available for modeling and simulating local electricity markets, often called P2P electricity markets, and for pricing local energy transactions in energy communities. Market models and pricing mechanisms provide simulation tools to better understand how these new markets behave, helping to design their main rules for real applications, and assessing the financial compensations of the internal energy transactions. As such, pricing mechanisms are often needed in energy management systems when centralized management approaches are preferred to market-based ones. First, this paper highlights the links between local electricity markets, pricing mechanisms for local electricity transactions, and other approaches to sharing the collective benefits of participating in transactive energy communities. Then, a standard nomenclature is defined to review some of the main pricing mechanisms for local energy transactions, an innovative pricing mechanism based on the economic... [more]
Performance Prediction of Plate-Finned Tube Heat Exchangers for Refrigeration: A Review on Modeling and Optimization Methods
Silvia Macchitella, Gianpiero Colangelo, Giuseppe Starace
February 27, 2023 (v1)
Keywords: circuit arrangement, design, evaporator, heat exchanger, hybrid method, model, multi-scale model, Optimization, performance, refrigerant circuit layout
Finned tube heat exchangers are used in many technological applications in both civil and industrial sectors. Their large-scale use requires a design aimed at reaching high thermal efficiency as well as avoiding unnecessary waste of resources in terms of time and costs. Therefore, in the last decades, research in this area has developed considerably and numerous studies have been conducted on modeling in order to predict heat exchangers (HXs) performance and to optimize design parameters. In this paper, the main studies carried out on plate-finned tube HXs have been collected, analyzed, and summarized, classifying existing models by their scale approach (small, large, or multi-scale). In addition, the main methods of design optimization with a focus on circuitry configurations have been illustrated. Finally, future developments and research areas that need more in-depth analysis have been identified and discussed.
Dynamic Thermal Transport Characteristics of a Real-Time Simulation Model for a 50 MW Solar Power Tower Plant
Haoyu Huang, Ershu Xu, Lengge Si, Qiang Zhang, Qiang Huang
February 27, 2023 (v1)
Keywords: dynamic characteristics, heliostat, model, receiver, solar power tower plant
A dynamic simulation model of a heliostat field and molten salt receiver system are developed on the STAR-90 simulation platform. In addition, a real-time simulation model coupling the above two models is built to study the photothermal conversion process of Delingha’s 50 MW solar power tower plant. The nonuniform and time-varying characteristics of the energy flux density on the receiver surface and the dynamic characteristics under different operating conditions are studied. The operational process of the receiver of a typical day is simulated. It was found that there was a strong positive correlation between the energy flux and DNI, and the maximum energy flux density on the surface of the heat absorbing tube panel moved from the first tube panel to the fourth in sequence from 12:00 to 18:00. At the same time, the energy flux density of the last four panels decreased gradually along the arrangement order of the panels. DNI, molten salt mass flow rate and inlet temperature step distu... [more]
Evaluation of Machine Learning Algorithms for Supervised Anomaly Detection and Comparison between Static and Dynamic Thresholds in Photovoltaic Systems
Thitiphat Klinsuwan, Wachiraphong Ratiphaphongthon, Rabian Wangkeeree, Rattanaporn Wangkeeree, Chatchai Sirisamphanwong
February 27, 2023 (v1)
Keywords: anomaly detection, dynamic thresholds, machine learning algorithms, photovoltaic systems
The use of photovoltaic systems has increased in recent years due to their decreasing costs and improved performance. However, these systems can be susceptible to faults that can reduce efficiency and energy yield. To prevent and reduce these problems, preventive or predictive maintenance and effective monitoring are necessary. PV health monitoring systems and automatic fault detection and diagnosis methods are critical for ensuring PV plants’ reliability, high-efficiency operation, and safety. This paper presents a new framework for developing fault detection in photovoltaic (PV) systems. The proposed approach uses machine learning algorithms to predict energy power production and detect anomalies in PV plants by comparing the predicted power from a model and the measured power from sensors. The framework utilizes historical data to train the prediction model, and live data is compared with predicted values to analyze residuals and detect abnormal scenarios. The proposed approach has... [more]
A Comprehensive Review of Power System Stabilizers
Adrian Nocoń, Stefan Paszek
February 27, 2023 (v1)
Subject: Optimization
Keywords: Optimization, power system stabilizers, power systems
This paper presents a current literature review (from the years 2017−2022) on issues related to the application of power system stabilizers (PSSs) for damping electromechanical swings in power systems (PSs). After the initial selection of papers found in the databases used, over 600 publications were qualified for this review, of which 216 were subjected to detailed analysis. In the review, issues related to the following problems are described: applications of classic PSSs, applications of new stabilizer structures based on new algorithms (including artificial intelligence), development of new methods for tuning PSSs, and operation of PSSs in PSs with high power generation by renewable sources. Describing individual papers, the research methods used by the authors (simulations, measurement methods, and a combination of both) are specified, attention is paid to the waveforms presented in the papers, and reference is made to the types of PSs in which PSSs (large multimachine, reflecting... [more]
Impact of Distributed Generators Penetration Level on the Power Loss and Voltage Profile of Radial Distribution Networks
Sunday Adeleke Salimon, Gafari Abiola Adepoju, Isaiah Gbadegesin Adebayo, Harun Or Rashid Howlader, Samson Oladayo Ayanlade, Oludamilare Bode Adewuyi
February 27, 2023 (v1)
Keywords: distributed generation (DG), penetration level (PL), power loss, radial distribution network (RDN), voltage profile index (VPI)
The Distributed Generator types have different combinations of real and reactive power characteristics, which can affect the total power loss and the voltage support/control of the radial distribution networks (RDNs) in different ways. This paper investigates the impact of DG’s penetration level (PL) on the power loss and voltage profile of RDNs based on different DG types. The DG types are modeled depending on the real and reactive power they inject. The voltage profiles obtained under various circumstances were fairly compared using the voltage profile index (VPI), which assigns a single value to describe how well the voltages match the ideal voltage. Two novel effective power voltage stability indices were developed to select the most sensitive candidate buses for DG penetration. To assess the influence of the DG PL on the power loss and voltage profile, the sizes of the DG types were gradually raised on these candidate buses by 1% of the total load demand of the RDN. The method was... [more]
Green Innovation through Green and Blue Infrastructure Development: Investigation of Pollution Reduction and Green Technology in Emerging Economy
Abdelmohsen A. Nassani, Zahid Yousaf, Magdalena Radulescu, Daniel Balsalobre-Lorente, Hadi Hussain, Mohamed Haffar
February 27, 2023 (v1)
Subject: Environment
Keywords: energy firms, green and blue infrastructure, green innovation, green technology, pollution reduction
Green and blue infrastructure has gained importance for energy firms around the globe due to increased focus on addressing emerging challenges raised in the achievement of green innovation (GI) and the protection of the environment. Pollution reduction and green technology are key factors that help to accomplish GI. The aim of the current research was to examine how green and blue infrastructure and green technologies impact and improve energy firms’ business GI in Pakistan. Quantitative methods were used for the collection of data from 475 managers, policymakers, senior employees, owners, and CEOs. Findings demonstrated that green and blue infrastructure and GI were positively linked. The results also showed that pollution reduction played a mediating role between blue infrastructure and GI. Furthermore, findings also revealed that green technology played a moderating role between green and blue infrastructure and GI. Pollution reduction is a crucial factor in developing the GI perfor... [more]
Aspects of Design in Low Voltage Resilient Grids—Focus on Battery Sizing and U Level Control with P Regulation in Microgrids of Energy Communities
Mihai Sanduleac, Alexandru Sandulescu, Cristina Efremov, Constantin Ionescu, Ioan Catalin Damian, Alexandru Mandis
February 27, 2023 (v1)
Keywords: energy community, microgrid, prosumer, resilience
Energy communities and their resiliency are both relatively new subjects of interest that need deeper analysis. The concepts are emerging in the current trend of energy decarbonization, combined with unpredictable external factors, such as extreme weather, or nearby conflicts, such as wars. To be resilient against electrical network supply outages or heavy blackouts, energy communities need appropriate design of their electrical microgrids to maintain an acceptable level of activity in both normal and critical situations. The paper deals with aspects of the design of the electrical network used by energy communities, seen as microgrids designed to offer an acceptable level of safe operation and energy resilience. While electrical network resilience covers both the public network (main grid) and local microgrid of an energy community, the paper focuses on the safe operation and resilience related to the local microgrid as a distinct goal from the one of preserving the main grid’s functi... [more]
A Model-Based Approach for Setting the Initial Angle of the Drive Axles in a 4 × 4 High Mobility Wheeled Vehicle
Mariusz Kosobudzki, Pawel Zajac, Leszek Gardyński
February 27, 2023 (v1)
Keywords: driveline, high mobility vehicle, kinematic incompatibility, load identification, universal (Cardan) joint
This article presents an analysis of the driveline operation of a high-mobility Jelcz 442.32 wheeled vehicle, which uses rigid drive axles connected to drive shafts with two universal joints (another name for the Cardan joints) due to the occurrence of kinematic incompatibility. The conditions for the correct connection of the drive shafts with two universal joints (Cardan joints) were presented, and the kinematic ratio of the complete drive shaft was defined. In the analysis of kinematic incompatibility regarding (but not limited to) the method of loading the vehicle, selected characteristic conditions of vehicle movement and the initial values of the angular setting of the rigid driving axles in relation to the vehicle body were presented. It has been shown that, in the analyzed vehicle, the kinematic incompatibility in the driveline is constantly present, and the value of this incompatibility, represented by the temporary ratio of drive shafts, depends on, among other things, the wa... [more]
Energy Saving Practices in the IT Area as a Factor of Sustainable Development of the Organization: A Case Study of Poland
Artur Kwasek, Magdalena Maciaszczyk, Maria Kocot, Agnieszka Rzepka, Damian Kocot, Hubert Gąsiński, Dariusz Prokopowicz
February 27, 2023 (v1)
Subject: Environment
Keywords: energy saving practices, energy usage, enterprise, IT, Sustainability
Today’s company has to operate in a turbulent market environment, where the policy of sustainable development is still gaining importance. Therefore, it has been forced to look for a strategic orientation that would allow it to face the growing demands of the changing reality. Each organization must therefore adapt to the changes in the environment. These changes include the need to implement sustainable energy usage practices. This article presents determinants that build such an attitude in a company and thus contribute to the sustainable development of the organization. This article is based on the results of an empirical study conducted in December 2021 on a sample of 690 respondents (later, due to the purpose of the study, the sample was narrowed to 578 working people) using a survey questionnaire. A structural model was estimated using the maximum likelihood method. It allowed us to determine the variables that influence the degree to which companies use energy saving practices,... [more]
The Barriers Analysis for Waste-to-Energy Project Development in Thailand: Using an Interpretive Structural Modeling Approach
Nitad Jaisue, Nipon Ketjoy, Malinee Kaewpanha, Prapita Thanarak
February 27, 2023 (v1)
Keywords: barriers analysis, insufficient amount of waste, interpretive structural model, poor waste management, waste-to-energy
Waste-to-energy (WtE) is national policy. From this view, WtE technology has been promoted. Many WtE projects in Thailand were unsuccessful due to several problems. This research aimed to analyze the key barriers impacting the WtE project development in Thailand. The Interpretive Structural Model (ISM) and Cross-Impact Matrix Multiplication Applied to Classification (MICMAC) analysis tool have been used to evaluate the barriers that significantly in the development of WtE projects. In this study, WtE projects focused on electricity power generation in order to correspond to the Alternative Energy Development Plan (AEDP) target and power purchase agreement constrain of the government. The barriers were obtained from six sections consisting of social issues, environment, national policy, technology, economy, and project management. From six sections, there are 20 barriers that were identified. The ISM and MICMAC analysis showed that the key barriers impacting the WtE projects development... [more]
Predictive Controller Based on Paraconsistent Annotated Logic for Synchronous Generator Excitation Control
João Inácio Da Silva Filho, Raphael Adamelk Bispo de Oliveira, Marcos Carneiro Rodrigues, Hyghor Miranda Côrtes, Alexandre Rocco, Mauricio Conceição Mario, Dorotéa Vilanova Garcia, Jair Minoro Abe, Claudio Rodrigo Torres, Viviane B. Duarte Ricciotti, Antonio Carlos Duarte Ricciotti, Arnaldo de Carvalho Jr, Germano Lambert-Torres
February 27, 2023 (v1)
Keywords: Energy Efficiency, paraconsistent annotated logic, paraconsistent logic, power grids, power system stability, predictive models, stability control
This study presents a new Model Predictive Controller (MPC), built with algorithms based on Paraconsistent Annotated Logic (PAL), with application examples in the excitation control of a synchronous generator. PAL is a non-classical evidential and propositional logic that is associated with a Hasse lattice, and which presents the property of accepting the contradiction in its foundations. In this research, the algorithm was constructed with a version of the PAL that works with two information signals in the degrees of evidence format and, therefore, is called Paraconsistent Annotated Logic with annotation of two values (PAL2v). For the validation of the algorithmic structure, the computational tool MATLAB® Release 2012b, The MathWorks, Inc., Natick, MA, United States was used. Simulations were performed which compared the results obtained with PPC-PAL2v to those obtained in essays with the AVR (Automatic Voltage Regulator) controls in conjunction with the PSS (Power System Stabilizer)... [more]
Impact of Adding Bioethanol and Dimethyl Carbonate on Gasoline Properties
Sibel Osman, Olga Valerica Sapunaru, Ancaelena Eliza Sterpu, Timur Vasile Chis, Claudia I.Koncsag
February 27, 2023 (v1)
Keywords: Alternative Fuels, dimethyl carbonate DMC, gasoline volatility, octane number, oxygenated fuel
Bioethanol and dimetyl carbonate (DMC) are considered alternative fuels and additives to the synthesis compounds used now, since bioethanol is a biofuel and dimethyl carbonate (DMC) is non-toxic, biodegradable and can be produced in a cleaner way. In this study, the effect of adding dimethyl carbonate (DMC) and ethanol to gasoline on the volatility was investigated. The volatility was the main goal of this research but also, the effect on the antiknock properties was studied. Mixtures of gasoline with DMC or with bioethanol were prepared in different proportions of additive: 3%, 6% and 9% v/v. Additionally, mixtures with 3% v/v ethanol plus 3% or 6% v/v DMC, and3% DMC plus 6% v/v ethanol were prepared. For the volatility evaluation, the ASTM distillation curve and vapor pressure of these mixtures were determined experimentally in order to predict the performance of the resulting fuels. When adding oxygenated compounds, the increase in vapor pressure was proportional to the additive qua... [more]
Optimization of Coal Production Based on the Modeling of the Jig Operation
Agnieszka Surowiak, Tomasz Niedoba, Mustapha Wahman, Ahmad Hassanzadeh
February 27, 2023 (v1)
Keywords: coal separation, hydrodynamic parameters, mineral processing, modeling of jig, quality parameters
This paper presents the jig operating properties of the selected final parameters of the hard coal concentrate. The quality parameters of the product, such as the yield and ash content, were evaluated in terms of the technical and hydrodynamic parameters of the jig’s operation. The research program included a series of experiments in which the efficiency and the amount of hutch water were changed. The variables selected and analyzed were divided into two categories, i.e., one related to the characteristics of the concentrate produced, and the other to the characteristics of the jig operation. Models were built for narrowed particle size fractions based on concentrate yield and ash content in the concentrate. In addition, a multidimensional analysis was performed, considering variables such as machine throughput, which was determined by the flow rate of the material, the amount of hutch water, the quality of the concentrate, and the amount of concentrate, as well as the accuracy of the... [more]
Generalized Method of Mathematical Prototyping of Energy Processes for Digital Twins Development
Sergey Khalyutin, Igor Starostin, Irina Agafonkina
February 27, 2023 (v1)
Keywords: digital twins, energy processes, mathematical prototyping method, symbolic regression, systems identification
The use of digital twins in smart power systems at the stages of the life cycle is promising. The dynamics of such systems (smart energy renewable sources, smart energy hydrogen systems, etc.), are determined mainly by the physical and chemical processes occurring inside the systems. The basis for developing digital twins is reliable mathematical models of the systems. In the present paper, the authors present a method of energy processes mathematical prototyping—an overall approach to modeling processes of various physical and chemical natures based on modern non-equilibrium thermodynamics, mechanics, and electrodynamics. Controlled parameters are connected with measured ones by developing a theoretically correct system of process dynamics equations with accuracy up to the experimentally studied properties of substances and processes. Subsequent transformation into particular mathematical models of a specific class of systems makes this approach widely applicable. The properties of su... [more]
Class Thresholds Pre-Definition by Clustering Techniques for Applications of ELECTRE TRI Method
Flavio Trojan, Pablo Isaias Rojas Fernandez, Marcio Guerreiro, Lucas Biuk, Mohamed A. Mohamed, Pierluigi Siano, Roberto F. Dias Filho, Manoel H. N. Marinho, Hugo Valadares Siqueira
February 27, 2023 (v1)
Keywords: class bounds and variations, clustering algorithms, multi-criteria sorting methods, multi-criteria sorting procedure
The sorting problem in the Multi-criteria Decision Analysis (MCDA) has been used to address issues whose solutions involve the allocation of alternatives in classes. Traditional multi-criteria methods are commonly used for this task, such as ELECTRE TRI, AHP-Sort, UTADIS, PROMETHEE, GAYA, etc. While using these approaches to perform the sorting procedure, the decision-makers define profiles (thresholds) for classes to compare the alternatives within these profiles. However, most such applications are based on subjective tasks, i.e., decision-makers’ expertise, which sometimes might be imprecise. To fill that gap, in this paper, a comparative analysis using the multi-criteria method ELECTRE TRI and clustering algorithms is performed to obtain an auxiliary procedure to define initial thresholds for the ELECTRE TRI method. In this proposed methodology, K-Means, K-Medoids, Fuzzy C-Means algorithms, and Bio-Inspired metaheuristics such as PSO, Differential Evolution, and Genetic algorithm f... [more]
Impact of the Internal Combustion Engine Thermal State during Start-Up on the Exhaust Emissions in the Homologation Test
Monika Andrych-Zalewska, Zdzislaw Chlopek, Jerzy Merkisz, Jacek Pielecha
February 27, 2023 (v1)
Keywords: cold start, exhaust emission, gasoline vehicles, homologation driving cycles
Due to the increasingly restrictive exhaust emissions requirements from conventional vehicles, the internal combustion engine start-up seems to be most important part of engine operation. The period immediately after starting the engine is the time when the exhaust emissions are highest, thus, this aspect is currently subject to heavy analysis. The article evaluates the impact of the engine thermal state during its start-up for a Euro 5 emission class vehicle type approval test. The engine thermal state during start-up turned out to have a crucial influence (throughout the approval test) on the results of the hydrocarbons road emission (a difference of about 1500%) and the road emission of carbon monoxide (63%). The remaining road exhaust emission values were less sensitive to the thermal state of the engine during start-up—the nitrogen oxides emission value increased by 18% (for a cold start compared to a hot start), and the road fuel consumption (and thus the emission of carbon dioxi... [more]
Investigation of the Properties of Anode Electrodes for Lithium−Ion Batteries Manufactured Using Cu, and Si-Coated Carbon Nanowall Materials
May Tran Thi, Chulsoo Kim, Seokhun Kwon, Hyunil Kang, Jang Myoun Ko, Junghyun Kim, Wonseok Choi
February 27, 2023 (v1)
Subject: Materials
Keywords: anode, carbon nanowall, coper, PECVD, RF magnetron sputter, silicon
The fabrication of high-capacity, binder-free Li−ion battery anodes using a simple and efficient manufacturing process was reported in this research. The anode material for lithium−ion batteries utilized is a combination of two-dimensional (2D) carbon nanowalls (CNWs) and Cu nanoparticles (improved rate performance and capacity retention) or Si (high capacity) nanoparticles. A methane (CH4) and hydrogen (H2) gas mixture was employed to synthesize CNWs on copper foil through microwave plasma-enhanced chemical vapor deposition (PECVD). The Cu or Si nanoparticles were then deposited on the CNW surface using an RF magnetron sputtering equipment with four-inch targets. To analyze the electrochemical performance of the LIBs, CR2032 coin-type cells were fabricated using anode materials based on CNWs and other components. It was confirmed that the Cu−CNW demonstrates improved rate performance, increased specific capacity, and capacity retention compared with traditional anodes. Additionally, C... [more]
Sizing Design for a Hybrid Renewable Power System Using HOMER and iHOGA Simulators
Ioan Cristian Hoarcă, Nicu Bizon, Ioan Sorin Șorlei, Phatiphat Thounthong
February 27, 2023 (v1)
Subject: Environment
Keywords: cost of electricity (COE), HOMER, hybrid renewable power system (HRPS), iHOGA, net present cost (NPC), optimal design, pollutant emissions
In this study, a comparative sizing design for renewable power systems was developed based on HOMER (Hybrid Optimization of Multiple Energy Resources) and iHOGA (improved Hybrid Optimization by Genetic Algorithms) simulators. A comparative analysis of the solutions obtained with iHOGA and HOMER simulators for the same hybrid renewable power system (HRPS) is presented in detail. The system contained a new hybrid configuration that used fuel cell (FC) as a green energy source, replacing the polluting diesel generator system, as well as other renewable energy sources, namely, photovoltaic panels, wind turbine, a battery stack, power converters, and electric load. The same case study was carried out for the design of the hybrid system using HOMER and iHOGA simulators to perform a comparative analysis of the solutions obtained for potential investment. The analysis showed a higher share of renewable energy for iHOGA (92%) compared to HOMER (81%), so the first design produced 51.61 kg/year l... [more]
Determination of Shielding Effectiveness of a Subnanosecond High-Power EM Interference by an Enclosure with Aperture Using Time Domain Approach
Magdalena Budnarowska, Jerzy Mizeraczyk
February 27, 2023 (v1)
Keywords: CST Studio, electromagnetic field shielding, EMC, EMI, shielding box, shielding effectiveness, shielding enclosure with aperture, subnanosecond high-power electromagnetic pulse
The most likely intentional high-power electromagnetic (EM) interference, threatening the operation of technologically advanced electronic infrastructure, will have the forms of sub- and nanosecond ultra-wideband (UWB) pulses, several hundred nanosecond pulses of attenuated sinusoids, and sub- and microsecond sinusoidal pulses. The protection of electronic objects against high-power EM pulses is provided by different types of metal enclosure shields with technological apertures, inside which sensitive electronic objects can be placed. These technological apertures allow external EM interference to penetrate into the enclosure, making the EM shielding imperfect. The EM protection against the EM pulses has been mainly assessed based on the so-called shielding effectiveness (SE) parameters. The SE parameters (SEe and SEm for the electric and magnetic fields, respectively) are useful for designing and comparing EM shields. In relatively small shielding enclosures, which have recently becom... [more]
Increasing Energy Efficiency Based on the Kaizen Approach
Armenia Androniceanu, Ioana-Catalina Enache, Elena-Narcisa Valter, Florin-Felix Raduica
February 27, 2023 (v1)
Keywords: continuous improvement, Energy Efficiency, Kaizen, manufacturing
The energy crisis, an increasing concern of the industrial sector, is characterized by increased energy costs and low energy availability. As part of an effort to increase energy efficiency, the present study assessed the impact of applying lean tools on the energy consumption of a manufacturing organization. Using the Kaizen approach, the organization’s processes were analyzed to identify the main vulnerabilities and make the required changes to increase consumption performance. Several technical improvements were performed to reach increased energy efficiency. Results showed an energy efficiency increase; consumption was reduced by up to 7.5% in the production line, 3.5% in the extruder stage, and up to 20% for the injection stage of the manufacturing process. The results suggest that the organization’s energy reduction targets have been achieved. Standardization of procedures was useful in the development of Kaizen projects which could be applied with certain limitations. The implic... [more]
Retrofitting of the District Heating System Based on the Application of Heat Pumps Operating with Natural Refrigerants
Damir Požgaj, Branimir Pavković, Boris Delač, Vladimir Glažar
February 27, 2023 (v1)
Keywords: CO2 emissions, district heating, heat pumps, natural refrigerants, Simulation
The implementation of renewable energy sources and heat pumps with natural refrigerants in the existing 3rd-generation district heating (DH) systems is a promising technology for the conversion to a 4th-generation DH system. This paper aims to investigate this transition through a case study for the existing DH system in Croatia. The district of Rijeka, which is considered in the case study, has an existing 3rd-generation DH system with a capacity of 9.2 MW, which was originally designed for a temperature regime of 130/70 °C and produces thermal energy from natural gas. In order to use heat pumps efficiently in such a system, the temperature of the distribution system and the energy consumption should be reduced. Trnsys software was used to perform complete dynamic simulations of the DH system. Used baseline models were validated according to the actual energy consumption reported by the heat supplier. The application of heat pumps with natural refrigerants in combination with on-site... [more]
Advanced Method of Variable Refrigerant Flow (VRF) Systems Designing to Forecast Onsite Operation—Part 2: Phenomenological Simulation to Recoup Refrigeration Energy
Mykola Radchenko, Andrii Radchenko, Eugeniy Trushliakov, Hanna Koshlak, Roman Radchenko
February 27, 2023 (v1)
Keywords: air conditioning system, level of loading, load range, refrigeration capacity excess, threshold temperature
This paper focuses on the application of speed-regulated compressors (SRCs) to cover changeable heat loads with high efficiency in conventional air conditioning systems (ACS) as well as in the more advanced variable refrigerant flow (VRF)-type outdoor and indoor ACS. In reality, an SRC is an oversized compressor, although it can operate efficiently at part loads. The higher the level of regulated loads (LRL) of the SRC, the more the compressor is oversized. It is preferable to reduce the size of the SRC by covering the peak loads and recouping the excessive refrigeration energy reserved at decreased actual loads within the range of regulated loads. Therefore, the range of changeable loads is chosen as the object to be narrowed by using the reserved refrigeration capacity. Thus, the general fundamental approach of dividing the overall heat load range of the ACS into the ranges with changeable and unchangeable loads, as previously developed by the authors, is applied for the range of pri... [more]
Modelling Energy Data in a Generalized Additive Model—A Case Study of Colombia
Lina Berbesi, Geoffrey Pritchard
February 27, 2023 (v1)
Keywords: cubic splines, energy modelling, generalized additive models, Markov random fields, tensor product splines
Energy demand modelling is essential for reliable informing and framing energy policy decisions. More accurate modelling betters ensuring availability of energy and energy quality. Energy availability is related to energy access across the country and defines important economic measures such as energy poverty, which plays a critical role in developing countries. Energy quality is related to the reliability of the supply for correctly estimating energy needs. To incorporate spatial and temporal components of energy in a way that availability and quality are accurately assessed, this article discussed a number of suitable task methods for this (Second-generation GAMs with one-dimensional smoothers: Cyclic/Non-Cyclic Cubic Splines and two-dimensional smoothers: Markov Random Fields/Tensor Splines Interactions). The results showed that the complete consideration of both temporal and spatial aspects leads to a better fitted model which explains more of the data variation.
Energy Intensity, Energy Efficiency and Economic Growth among OECD Nations from 2000 to 2019
Toshiyuki Sueyoshi, Mika Goto
February 27, 2023 (v1)
Subject: Energy Policy
Keywords: data envelopment analysis, Energy Efficiency, energy intensity, OECD, returns to scale
This study examines the energy intensity (EI), energy efficiency (EE), and economic growth, measured by the type of returns to scale (RTS), of 37 nations in the Organization for Economic Co-operation and Development (OECD) from 2000 to 2019. We apply a non-parametric approach to estimate the three measures from their consumption of four primary energy sources, such as coal, gas, oil, and zero emission (e.g., renewable and nuclear power) as inputs and gross domestic product (GDP) as an output. In this study, we have the two types of efficiency measures over time: window-based and cross-sectional-based measures. Three findings are identified from our empirical study. First, the operationally efficient group, including France, Iceland, Japan, Switzerland, UK, and USA, presented a stable status of full efficiency in the window-based efficiency measure. Iceland and Switzerland were also in the higher efficiency group based on the cross-sectional measure. Their efficiencies were high and sta... [more]
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