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Records with Subject: Energy Systems
Showing records 5187 to 5211 of 9566. [First] Page: 1 205 206 207 208 209 210 211 212 213 Last
Improving the Electrical Efficiency of the PV Panel via Geothermal Heat Exchanger: Mathematical Model, Validation and Parametric Analysis
Evangelos I. Sakellariou, Petros J. Axaopoulos, Ioannis E. Sarris, Nodirbek Abdullaev
March 9, 2023 (v1)
Keywords: energy metrics, geothermal heat exchanger, PV, PV cell temperature, PVT, retrofitted PVT collector
Silicon based photovoltaic modules (PV) are a wide spread technology and are used for small and large PV power stations. At the moment, the most efficient method which can be used to improve the annual electrical energy production of PVs is solar tracking systems. However, solar tracking systems increase substantially the initial cost of the investment and insert maintenance costs. During the last few decades, alternative improving methods have been investigated. These methods are based on the reduction of the PV cell temperature, which adversely affects the power production. In the present study, a system with water based photovoltaic-thermal (PVT) collector paired with geothermal heat exchanger (GHE) is compared on the electrical energy basis with a conventional PV system. As the first approach on the topic, the aim is to find out in which extent the PVT-GHE system improves the electrical energy generation by cooling down the PV cells and which parameters influence the most its energ... [more]
An Anti-Fluctuation Compensator Design and Its Control Strategy for Wind Farm System
Feng-Chang Gu, Hung-Cheng Chen
March 9, 2023 (v1)
Keywords: decoupling dual-loop control, doubly-fed induction generator, low voltage ride-through, static synchronous compensator, wind farm, wind turbine generator
Large-scale wind farms in commercial operations have demonstrated growing influence on the stability of an electricity network and the power quality thereof. Variations in the output power of large-scale wind farms cause voltage fluctuations in the corresponding electrical networks. To achieve low-voltage ride-through capability in a doubly fed induction generator (DFIG) during a fault event, this study proposes a real-time reactive power control strategy for effective DFIG application and a static synchronous compensator (STATCOM) for reactive power compensation. Mathematic models were developed for the DFIG and STATCOM, followed by the development of an indirect control scheme for the STATCOM based on decoupling dual-loop current control. Moreover, a real-world case study on a commercial wind farm comprising 23 DFIGs was conducted. The voltage regulation performance of the proposed reactive power control scheme against a fault event was also simulated. The simulation results revealed... [more]
Case Study of Load Matching and Energy Cost for Net-Zero Energy Houses in Korea
Hee-Won Lim, Ji-Hyeon Kim, Hyeun-Seung Lee, U-Cheul Shin
March 9, 2023 (v1)
Keywords: air source heat pump (ASHP), energy cost, load cover factor, load matching, net-zero energy house, photovoltaic system (PV), supply cover factor
Over the past 20 years, net-zero energy house (NZEH) construction costs have steadily decreased because of many reasons, such as technical progress, energy-saving design obligations, and dramatic cost reductions in renewable energy systems, especially solar power systems. Currently, the costs of NZEH are estimated to be about 5% higher than similar-sized houses. These additional costs are mainly for installing PV systems, which can be offset by energy saving costs. This study assessed energy performance and load matching through remote monitoring systems, and energy costs were analyzed for two-family houses. The two houses were all-electric houses and different in both size and location. A 6 kWp grid-connected PV system and 16 kW air source heat pump for space heating and domestic hot water were equally implemented. After data analysis, 100% of the energies were supplied through the PV system for 3 years, thus achieving net-zero energy. According to the Korean residential electricity t... [more]
Financial Instruments to Address Renewable Energy Project Risks in India
Gireesh Shrimali
March 9, 2023 (v1)
Keywords: currency hedging facility, currency risk, India, off-taker risk, payment security mechanism, project risks, Renewable and Sustainable Energy
This paper provides a summary of financial instruments to address two biggest risks to renewable projects in India. These risks include the following: first, off-taker (or counterparty) risk, which relates to payment delays by public-sector distribution companies to independent power producers, which then impact project level cash flows in the domestic currency; second, currency (or foreign exchange) risk related to currency fluctuations, which impact foreign investor level cash flows in foreign currencies. This paper then describes multiple solutions for each of these risks, using public funding mechanisms. For payment delays, the category of solutions is termed Payment Security Mechanisms; whereas, for currency fluctuations, the category of solutions is termed Foreign Exchange Hedging Facilities. The coverage in this paper shows the evolution of the solutions from theory to practice over time. These solutions are likely to be applicable to other developing countries.
Integrated Vapor Compression Chiller with Bottoming Organic Rankine Cycle and Onsite Low-Grade Renewable Energy
Muhammad Tauseef Nasir, Michael Chukwuemeka Ekwonu, Javad Abolfazali Esfahani, Kyung Chun Kim
March 9, 2023 (v1)
Keywords: efficient energy system, heating ventilating and air conditioning, organic Rankine cycle, renewable energy integration, vapor compression chillers
The present study offers a scheme to improve the performance of existing large-scale chillers. The system involves raising the temperature of the chiller’s cooling water stream using renewable energy sources by incorporating an organic Rankine cycle (ORC). The thermal analysis was conducted by raising the temperature of one-third of the approximately 200 ton chiller’s cooling water. The investigation was considered for ORC evaporator inlet temperature of 90~120 °C by the step of 10 °C. Various working fluids for the different ORC evaporator inlet temperatures were examined. Sensitivity analyses conducted on the degree of superheating, degree of subcooling, condenser saturation temperature, pinch point temperature differences of the ORC evaporator and condenser, and the mass flowrates of the heating and cooling streams were also reported. Genetic algorithm was employed to carry out the optimization. The best options for the ORC working fluid at the heating source ORC evaporator inlet te... [more]
Thermohydraulic Performance and Entropy Generation of a Triple-Pass Solar Air Heater with Three Inlets
Nguyen Minh Phu, Ngo Thien Tu, Nguyen Van Hap
March 9, 2023 (v1)
Keywords: flow ratio, multiple pass heat exchanger, Pareto front, solar air heater, thermohydraulic efficiency
In this paper, a triple-pass solar air heater with three inlets is analytically investigated. The effects of airflow ratios of the second and third passes (ranging from 0 to 0.4), and the Reynolds number of the third pass (ranging from 8000 to 18,000) on the thermohydraulic efficiency and entropy generation are assessed. An absorber plate equipped with rectangular fins on both sides is used to enhance heat transfer. The air temperature change in the passes is represented by ordinary differential equations and solved by numerical integration. The results demonstrate that the effect of the third pass airflow ratio on the thermohydraulic efficiency and entropy generation is more significant than that of the second pass airflow ratio. The difference in air temperature through the collector shows an insignificant reduction, but the air pressure loss is only 50% compared with that of a traditional triple-pass solar air heater. Increasing the air flow ratios dramatically reduces entropy gener... [more]
Commercial Energy Demand Forecasting in Bangladesh
Asif Reza Anik, Sanzidur Rahman
March 9, 2023 (v1)
Keywords: aggregate energy demand, Coal, COVID-19, forecasting, Natural Gas, oil, OLS, SURE
Although both aggregate and per capita energy consumption in Bangladesh is increasing rapidly, its per capita consumption is still one of the lowest in the world. Bangladesh gradually shifted from petroleum-based energy to domestically sourced natural-gas-based energy sources, which are predicted to run out within next two decades. The present study first identified the determinants of aggregate commercial energy and its three major components of oil, natural gas, and coal demand for Bangladesh using a simultaneous equations framework on an annual database covering a period of 47 years (1972−2018). Next, the study forecast future demand for aggregate commercial energy and its three major components for the period of 2019−2038 under the business-as-usual and ongoing COVID-19 pandemic scenarios with some assumptions. As part of a sensitivity analysis, based on past trends, we also hypothesized four alternative GDP and population growth scenarios and forecast corresponding changes in tota... [more]
Progress in Development of Nanostructured Manganese Oxide as Catalyst for Oxygen Reduction and Evolution Reaction
Jing Han Siow, Muhammad Roil Bilad, Wahyu Caesarendra, Jia Jia Leam, Mohammad Azmi Bustam, Nonni Soraya Sambudi, Yusuf Wibisono, Teuku Meurah Indra Mahlia
March 9, 2023 (v1)
Keywords: metal-air battery, nanostructure manganese oxide, oxygen reduction and evolution reaction, sustainable energy technologies
The rise in energy consumption is largely driven by the growth of population. The supply of energy to meet that demand can be fulfilled by slowly introducing energy from renewable resources. The fluctuating nature of the renewable energy production (i.e., affected by weather such as wind, sun light, etc.), necessitates the increasing demand in developing electricity storage systems. Reliable energy storage system will also play immense roles to support activities related to the internet of things. In the past decades, metal-air batteries have attracted great attention and interest for their high theoretical capacity, environmental friendliness, and their low cost. However, one of the main challenges faced in metal-air batteries is the slow rate of oxygen reduction reaction (ORR) and oxygen evolution reaction (OER) that affects the charging and the discharging performance. Various types of nanostructure manganese oxide with high specific surface area and excellent catalytic properties h... [more]
Transaction Cost and Agency Perspectives on Eco-Certification of Existing Buildings: A Study of Hong Kong
Yung Yau, Huiying (Cynthia) Hou, Ka Chi Yip, Queena Kun Qian
March 9, 2023 (v1)
Keywords: agency theory, building energy performance, building energy retrofits, green building certification, incentives, transaction costs
Eco-certification schemes are usually launched with various incentives provided by local governments to facilitate green building development and building energy retrofits. A number of barriers to building energy retrofitting have been identified in previous literature, while the barriers to the eco-certification of existing buildings are under-researched. Drawing on a set of building data retrievable from the BEAM Society and other sources, we carried out an analysis and found the building energy retrofitting, as well as the certification process, were unwelcomed in multi-owned residential buildings. The identified shortfall is put forward from the perspectives of transaction cost theory and agency theory. The findings reveal that high transaction costs incurred during negotiations and coordination among a large number of co-owners within a typical apartment building can outweigh the benefits of retrofitting and eco-certification. Besides, the remuneration structure of third-party pro... [more]
Fractional Order Model of the Two Dimensional Heat Transfer Process
Krzysztof Oprzędkiewicz, Wojciech Mitkowski, Maciej Rosół
March 9, 2023 (v1)
Keywords: Caputo operator, fractional order state equation, fractional order systems, thermal camera, two dimensional heat transfer
In this paper, a new, state space, fractional order model of a heat transfer in two dimensional plate is addressed. The proposed model derives directly from a two dimensional heat transfer equation. It employes the Caputo operator to express the fractional order differences along time. The spectrum decomposition and stability of the model are analysed. The formulae of impluse and step responses of the model are proved. Theoretical results are verified using experimental data from thermal camera. Comparison model vs experiment shows that the proposed fractional model is more accurate in the sense of MSE cost function than integer order model.
Analysis of AC/DC/DC Converter Modules for Direct Current Fast-Charging Applications
Szymon Piasecki, Jaroslaw Zaleski, Marek Jasinski, Serafin Bachman, Marek Turzyński
March 9, 2023 (v1)
Keywords: AC/DC/DC converter, battery second-use, direct current fast-charging, dual active bridge, efficiency optimization, EV charging module, SiC MOSFET
The paper is a comprehensive laboratory comparison study of two galvanic isolated solution off-board battery chargers: (1) Si-based cost-effective case, and (2) SiC-bidirectional ready for vehicle to grid concept case. All circuits are modular, and in both cases the DC/DC converter can be replaced according to the end user requirements (the coupled transformer remains the same and is constructed based on 12xC100 cores to avoid additional choke). In the case of single active bridge, an active RCD snubber is proposed to protect against overvoltage above 1kV in the DC_2 circuit. The dual active bridge is equipped with soft-star modulation using a zero vector to reduce in-rush current in case of no-load operation, while the AC/DC grid connected converter remains bidirectional to assure the highest power quality at the point of common coupling. All tests were made with real second-used batteries, which improves environmental, economic and technical feasibility of such systems for prosumers.... [more]
The Situation of Households on the Energy Market in the European Union: Consumption, Prices, and Renewable Energy
Aleksandra Matuszewska-Janica, Dorota Żebrowska-Suchodolska, Agnieszka Mazur-Dudzińska
March 9, 2023 (v1)
Keywords: electricity prices, EU countries clustering, households, households energy consumption, k-means, Renewable and Sustainable Energy, sustainable energy development indicators
Energy plays a crucial role in the modern world. The acquisition and consumption of energy is unfortunately associated not only with economic development or the facilitation of everyday life, but also with a negative impact on the environment. To prevent these, measures are being taken which are part of a broad programme referred to as sustainable energy development (SED). A special place among energy consumers is occupied by households, as access to energy is a fundamental factor affecting the quality of life. The aim of this paper is to look at and assess the current situation of the household sector in the EU energy market in the context of SED and to point out similarities and differences between EU countries. The analysis considers factors based on SED indicators: final energy consumption per capita, energy prices offered to households, and the share of renewable energy in household energy consumption. The k-means method was used as a research tool. The results obtained indicate f... [more]
Costs to Reduce the Human Health Toxicity of Biogas Engine Emissions
Alberto Benato, Alarico Macor
March 9, 2023 (v1)
Keywords: avoided health damage cost, health impact assessment, internal combustion engines, regulated biogas emissions, unregulated biogas emissions
The anaerobic digestion of biodegradable substrates and waste is a well-known process that can be used worldwide to produce a renewable fuel called biogas. At the time of writing, the most widespread way of using biogas is its direct usage in combined heat and power internal combustion engines (CHP-ICEs) to generate electricity and heat. However, the combustion process generates emissions, which in turn have an impact on human health. Therefore, there is a need to: (i) measure the ICE emissions (both regulated and unregulated), (ii) compute the impact on human health, (iii) identify the substances with the highest impact and (iv) calculate the avoided damage to human health per Euro of investment in technology able to abate the specific type of pollutant. To this end, the authors conducted an experimental campaign and selected as a test case a 999 kWel biogas internal combustion engine. Then, the collected data, which included both regulated and unregulated emissions, were used to calc... [more]
Analysis of Unidirectional Secondary Resonant Single Active Bridge DC−DC Converter
Cao Anh Tuan, Takaharu Takeshita
March 9, 2023 (v1)
Keywords: battery charger, DC–DC converter, isolated converter, secondary resonant single active bridge (SR–SAB) converter, soft switching, unidirectional converter
A compact and highly efficient unidirectional DC−DC converter is required as a battery charger for electrical vehicles, which will rapidly become widespread in the near future. The single active bridge (SAB) converter is proposed as a simple and high-frequency isolated unidirectional converter, which is comprised of an active H-bridge converter in the primary side, an isolated high frequency transformer, and a rectifying secondary diode bridge output circuit. This paper presents a novel, unidirectional, high-frequency isolated DC−DC converter called a Secondary Resonant Single Active Bridge (SR−SAB) DC−DC converter. The circuit topology of the SR−SAB converter is a resonant capacitor connected to each diode in parallel in order to construct the series resonant circuit in the secondary circuit. As a result, the SR−SAB converter achieves a higher total power factor at the high frequency transformer and a unity voltage conversion ratio under the unity transformer turns ratio. Small and no... [more]
The Influence of the Nature of Redox-Active Moieties on the Properties of Redox-Active Ionic Liquids and on Their Use as Electrolyte for Supercapacitors
Philipp S. Borchers, Patrick Gerlach, Yihan Liu, Martin D. Hager, Andrea Balducci, Ulrich S. Schubert
March 9, 2023 (v1)
Keywords: Energy Storage, ionic liquid mixtures, redox-active ionic liquids, supercapacitors, task-specific ionic liquids
In this work, two new redox-active ionic liquids, one based on 2,2,6,6-tetramethylpiperidine-N-oxide and the other based on 4,4′-bipyridine, are synthesized and characterized. A ferrocene-based redox-active ionic liquid is used for referencing the results. All ionic liquids are formed via salt-metathesis from halogenate to bis(trifluoromethylsulfonyl)imide. Their fundamental thermal characteristics are assessed with differential scanning calorimetry. While the imidazolium ionic liquids show no melting point, the phase transition is well observable for the viologen-based ionic liquid. The properties of the neat redox-active ionic liquids and of binary mixtures containing these ionic liquids (0.1 m) and 1-butyl-1-methyl pyrrolidinium-bis(trifluoromethylsulfonyl)imide have been investigated. Finally, the use of these binary mixtures in combination with activated carbon-based electrodes has been considered in view of the use of these redox-active electrolytes in supercapacitors.
Effect of Divided Exhaust Period in a High Efficiency TGDI Engine
Heechang Oh, Dongwon Jung, Jinwook Son, Soohyung Woo, David Roth, Jerry Song, Youngmyung Kweon, Joonsik Hwang
March 9, 2023 (v1)
Keywords: dedicated hybrid engine (DHE), divided exhaust period (DEP), exhaust gas recirculation (EGR), gasoline engine, high efficiency, turbocharged gasoline direct injection (TGDI)
The divided exhaust period (DEP) concept was applied to a high-efficiency gasoline engine and its impact on various engine performance aspects were investigated. To this end, key design parameters of DEP components were optimized through 1-D engine simulation. The designed DEP components were fabricated and experimental verification was performed through an engine dynamometer test. The developed DEP engine shows suitable performance for electrified vehicles, with a maximum thermal efficiency of 42.5% as well as a wide sweet spot area of efficiency over 40%. The improvement in thermal efficiency was mainly due to a reduction in pumping loss. Notably, the reduction in pumping loss was achieved under high exhaust gas recirculation (EGR) flow conditions, where further improvements in fuel consumption could be achieved through a synergistic combination of DEP implementation and high dilution combustion. Furthermore, a significantly improved catalyst light-off time, uncharacteristic in turbo... [more]
Analytical Solution of Problems about the Radiative and Radiative−Conductive Stationary Heat Transfer in a Medium with an Arbitrary Dependence of the Scattering and Absorption on Frequency Boundary Conditions
Eugene Shamparov, Sergey Rode, Anatoly Bugrimov, Inna Zhagrina
March 9, 2023 (v1)
Keywords: diffusion of thermal radiation, radiative–conductive heat transfer
We defined a method for the analytical solution of problems on stationary radiative and radiative−conductive heat transfer in a medium with an arbitrary frequency dependence of absorption and scattering near its boundary. We obtained formulas for the heat conductance of the remote surface and the thickness of the radiative−conductive relaxation of the medium. We determined characteristics of radiant heat transfer from the medium to free space such as the radiation spectrum, the radiation temperature and the medium outer boundary temperature. In addition, we solved the problem on the radiative−conductive heat transfer from one of two parallel surfaces to another with a medium between them.
Modern Trends in Design of Catalysts for Transformation of Biofuels into Syngas and Hydrogen: From Fundamental Bases to Performance in Real Feeds
Vladislav Sadykov, Mikhail Simonov, Nikita Eremeev, Natalia Mezentseva
March 9, 2023 (v1)
Keywords: biofuel reforming, coking stability, design, mechanism, nanocomposite active components, performance, structured catalysts
This review considers problems related to design of efficient structured catalysts for natural gas and biofuels transformation into syngas. Their active components are comprised of fluorite, perovskite and spinel oxides or their nanocomposites (both bulk and supported on high surface area Mg-doped alumina or MgAl2O4) promoted by platinum group metals, nickel and their alloys. A complex of modern structural, spectroscopic and kinetic methods was applied to elucidate atomic-scale factors controlling their performance and stability to coking, such as dispersion of metals/alloys, strong metal-support interaction and oxygen mobility/reactivity as dependent upon their composition and synthesis procedures. Monolithic catalysts comprised of optimized active components loaded on structured substrates with a high thermal conductivity demonstrated high activity and stability to coking in processes of natural gas and biofuels reforming into syngas. A pilot-scale axial reactor equipped with the int... [more]
Optimal Time-of-Use Electricity Price for a Microgrid System Considering Profit of Power Company and Demand Users
Ning Zhang, Nien-Che Yang, Jian-Hong Liu
March 9, 2023 (v1)
Keywords: energy storage system, photovoltaic power, time-of-use electricity, wind power
With high proportions of renewable energy generation in power systems, the power system dispatch with renewable energy generation has currently become a popular research direction. In our study, we propose a multi-objective dispatch model for a hybrid microgrid comprising a wind generator, photovoltaic (PV) generator, and an energy storage system to optimize the time-of-use (TOU) electricity price. The objective of the proposed multi-objective dispatch model is to maximize the profit of the power company and demand users, and minimize the proportion of users abandoning PV power and wind power. The elastic price of the load demand with a linear function is employed to optimize the TOU electricity price. Finally, we applied five test cases to validate the practicability of the multi-objective dispatch model.
Performance Enhancement of a Partially Shaded Photovoltaic Array by Optimal Reconfiguration and Current Injection Schemes
Srinivasan Vadivel, C. S. Boopthi, Sridhar Ramasamy, Mominul Ahsan, Julfikar Haider, Eduardo M. G. Rodrigues
March 9, 2023 (v1)
Keywords: current injection, DC to DC converter, maximum power point tracking, partial shading, photovoltaic array, reconfiguration, series parallel
The output of a photovoltaic array is reduced considerably when PV panels are shaded even partially. The impact of shading causes an appreciable loss in power delivery, since the PV panels are connected in series and parallel to contribute to the required voltage and power for the load. The prevailing research on mitigating the shading impact is mostly based on complex reconfiguration strategies where the PV panels are subjected to complex rewiring schemes. On the other hand, to disperse the shading many studies in the literature defend the physical rearrangement of the panels. The available intensive reconfiguration schemes, such as the series parallel (SP), bridge link (BL), honeycomb (HC), and total cross tied (TCT) schemes, try only to mitigate the shading impact and there is no scope for compensation; as a result, a loss of output power is inevitable. In the proposed research work, both the mitigation of and the compensation for the losses incurred due to shading are studied. In t... [more]
Integrated Sustainable Energy for Sub-Saharan Africa: A Case Study of Machinga Boma in Malawi
Juliana O. Eko, Manosh C. Paul
March 9, 2023 (v1)
Keywords: energy access, hybrid energy systems, Malawi Machinga Boma, sub-Saharan Africa
Nearly 60% of the population of sub-Saharan Africa still live without access to electricity. Comparing the access rate of the countries in the region, Malawi ranks as one of the least electrified, with electricity available to only 14.6% of its population, as of 2018. This issue makes Malawi the case study of this research and poses the research question, “How can the low electricity access rate in Malawi be addressed?”. To address this research question, possible off grid, integrated, sustainable energy systems based on locally available energy resources—solar, wind, and diesel—are proposed. The multiyear and sensitivity analysis function of HOMER Pro microgrid simulation software is used to analyze the off grid performance of the proposed combinations of diesel generators, wind turbines, solar Photovoltaics, and battery storage, in providing power for an estimate of 400 households and nonresidential outlets in Machinga Boma, a community in the Southern region of Malawi. Based on the... [more]
Experimental Investigations of the Ignitability of Several Coal Dust Qualities
Reyhane Youssefi, Tom Segers, Frederik Norman, Jörg Maier, Günter Scheffknecht
March 9, 2023 (v1)
Keywords: ash content, dust explosion characteristics, lignite dust, median particle size, moisture content, the ignitability characteristic number
The ignition characteristics of coal dust is of high importance for the flame stability in coal-fired power plants. We investigate the ignitability of six lignite dust qualities and one hard coal using dust explosion tests and an ignitability characteristic number. The paper aims to identify the degree of impact of the properties of coals, such as the moisture content, the ash content etc., on the ignition characteristics and ultimately to compare the identified relevant ignition parameters to the ignition performance of the dust qualities in an industrially relevant environment. The minimum cloud ignition temperature (MCIT), the maximum rate of pressure rise ((dp/dt)max), the maximum explosion pressure (pmax), the deflagration index (Kst-value) and the modified ignitability characteristic number (ZWZmod.) were determined and were attributed to the moisture content, the ash content and the median particle size. The MCIT was largely influenced by the volatile content, whereas the variat... [more]
Low Power Modular Battery Management System with a Wireless Communication Interface
Roman Gozdur, Tomasz Przerywacz, Dariusz Bogdański
March 9, 2023 (v1)
Keywords: Energy Efficiency, lithium-ion batteries, low power electronics, modular battery management systems, wireless communication protocols
The paper concerns the design and development of large electric energy storage systems made of lithium cells. Most research advances in the development of lithium-ion battery management systems focus solely on safety, functionality, and improvement of the procedures for assessing the performance of systems without considering their energy efficiency. The paper presents an alternative approach to the design and analysis of large modular battery management systems. A modular battery management system and the dedicated wireless communication system were designed to analyze and optimize energy consumption. The algorithms for assembly, reporting, management, and communication procedures described in the paper are a robust design tool for further developing large and scalable battery systems. The conducted analysis of energy efficiency for the exemplary 100S15P system shows that the energy used to power the developed battery management system is comparable to the energy dissipated due to the... [more]
On the Need to Determine Accurately the Impact of Higher-Order Sensitivities on Model Sensitivity Analysis, Uncertainty Quantification and Best-Estimate Predictions
Dan Gabriel Cacuci
March 9, 2023 (v1)
Keywords: adjusted parameters and responses, best-estimate predicted model parameters, best-estimate predicted model responses, curse of dimensionality, data assimilation, high-order response sensitivities to model parameters, model calibration
This work aims at underscoring the need for the accurate quantification of the sensitivities (i.e., functional derivatives) of the results (a.k.a. “responses”) produced by large-scale computational models with respect to the models’ parameters, which are seldom known perfectly in practice. The large impact that can arise from sensitivities of order higher than first has been highlighted by the results of a third-order sensitivity and uncertainty analysis of an OECD/NEA reactor physics benchmark, which will be briefly reviewed in this work to underscore that neglecting the higher-order sensitivities causes substantial errors in predicting the expectation and variance of model responses. The importance of accurately computing the higher-order sensitivities is further highlighted in this work by presenting a text-book analytical example from the field of neutron transport, which impresses the need for the accurate quantification of higher-order response sensitivities by demonstrating that... [more]
Design Optimization of Electrodynamic Structure of Permanent Magnet Piston Mechanical Electric Engine
Yun Sun, Hongxin Zhang, Zhen Liang, Jian Yang
March 9, 2023 (v1)
Keywords: engine, integrated design, linear motor, mechanical-electric engine, Optimization
To meet the demand of multiple power requirements, and enhance power utilization, a new type of dual-element electricity unit is designed in this study, which is a permanent magnet piston mechanical electric engine. Based on the analysis method of traditional internal combustion engines and linear generators, the working principle of the engine and the magnetic field distribution in the electrodynamic structure are analyzed, the machine dynamics model and electrodynamics model of the engine are established, then the theoretical evaluation is additionally established using finite elements. Based on this, an optimization model is constructed with the electrodynamic shape dimension as the optimization variable, with the intention of growing the output power. The optimization of the engine electrodynamic shape is executed via the use of the finite aspect approach and the NLPQL optimization algorithm integrated. The results show that the optimized engine output electricity expanded to 8.40... [more]
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