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Showing records 14348 to 14372 of 43292. [First] Page: 1 571 572 573 574 575 576 577 578 579 Last
Effect of an Inducer-Type Guide Vane on Hydraulic Losses at the Inter-Stage Flow Passage of a Multistage Centrifugal Pump
Mohamed Murshid Shamsuddeen, Sang-Bum Ma, Sung Kim, Ji-Hoon Yoon, Kwang-Hee Lee, Changjun Jung, Jin-Hyuk Kim
March 28, 2023 (v1)
Keywords: Computational Fluid Dynamics, double-suction impeller, inducer-type guide vane, multistage centrifugal pump, twin-volute
A multistage centrifugal pump was developed for high head and high flow rate applications. A double-suction impeller and a twin-volute were installed at the first stage followed by an impeller, diffuser and return vanes for the next four stages. An initial design feasibility study was conducted using three-dimensional computational fluid dynamics tools to study the performance and the hydraulic losses associated with the design. Substantial losses in head and efficiency were observed at the interface between the first stage volute and the second stage impeller. An inducer-type guide vane (ITGV) was installed at this location to mitigate the losses by reducing the circumferential velocity of the fluid exiting the volute. The ITGV regulated the pre-swirl of the fluid entering the second stage impeller. The pump with and without ITGV is compared at the design flow rate. The pump with ITGV increased the stage head by 63.28% and stage efficiency by 47.17% at the second stage. As a result, t... [more]
Green Synthesis of A Novel MXene−CS Composite Applied in Treatment of Cr(VI) Contaminated Aqueous Solution
Hongyou Wan, Lan Nan, Huikai Geng, Wei Zhang, Huanhuan Shi
March 28, 2023 (v1)
Subject: Environment
Keywords: Cr(VI) contaminated aqueous solution, Green Synthesis, heavy metals, Mxene–CS composite, treatment of wastewater
The considerable amount of Cr(VI) pollutants in the aqueous environment is a significant environmental concern that cannot be ignored. A series of novel Mxene−CS inorganic−organic composite nanomaterials synthesized by using the solution reaction method was applied to treat the Cr(VI) contaminated water. The Mxene−CS composites were characterized through SEM (scanning electron microscope), XRD (X−ray diffraction), XPS (X−ray photoelectron spectroscopy), and FTIR (Fourier transform infrared). The XRD patterns (observed at 2θ of 18.1°, 35.8°, 41.5°, and 60.1°) and the FT−IR spectra (-NH2 group for 1635 and 1517 cm−1, and -OH group for 3482 cm−1) illustrated that CS was successfully loaded on the Mxene. The effects of solution pH, the dosage of Mxene−CS, and duration time on the adsorption of Cr(VI) by synthesized Mxene−CS were investigated. The removal efficiency of Cr(VI) was increased from 12.9% to 40.5% with Mxene−CS dosage ranging from 0.02 to 0.12 g/L. The adsorption process could b... [more]
A Graph-Based Dynamic Modeling for Palm Oil Refining Process
Azmirul Ashaari, Tahir Ahmad, Siti Rahmah Awang, Noorsufia Abd Shukor
March 28, 2023 (v1)
Keywords: autocatalytic set, crude palm oil, dynamic system, Modelling, refining process
Graph theory is a well-established mathematical concept that is widely used in numerous applications such as in biology, chemistry and network analysis. The advancement in the theory of graph has led to the development of a concept called autocatalytic set. In this paper, a mathematical modeling technique namely graph-based dynamic modeling of palm oil refining process is introduced. The system parameters are identified in detail in the beginning of the paper. The parameters involved are the chemical compounds used or produced during the refining process. These identified parameters are then modeled as the vertices and edges of the graph. The dynamicity of the system is then simulated and analyzed. The system is simulated using MATLAB software programing. The two final products produced by the refining process agreed with results obtained from other published methods. Hence, the effectiveness and simplicity of the model are established.
Dynamic Modelling and Simulation of a Multistage Flash Desalination System
Qiu-Yun Huang, Ai-Peng Jiang, Han-Yu Zhang, Jian Wang, Yu-Dong Xia, Lu He
March 28, 2023 (v1)
Keywords: dynamic response, mechanism modeling, multistage flash, seawater desalination
As the leading thermal desalination method, multistage flash (MSF) desalination plays an important role in obtaining freshwater. Its dynamic modeling and dynamic performance prediction are quite important for the optimal control, real-time optimal operation, maintenance, and fault diagnosis of MSF plants. In this study, a detailed mathematical model of the MSF system, based on the first principle and its treatment strategy, was established to obtain transient performance change quickly. Firstly, the whole MSF system was divided into four parts, which are brine heat exchanger, flashing stage room, mixed and split modulate, and physical parameter modulate. Secondly, based on mass, energy, and momentum conservation laws, the dynamic correlation equations were formulated and then put together for a simultaneous solution. Next, with the established model, the performance of a brine-recirculation (BR)-MSF plant with 16-stage flash chambers was simulated and compared for validation. Finally,... [more]
Fe2+ and UV Catalytically Enhanced Ozonation of Selected Environmentally Persistent Antibiotics
Andreja Žgajnar Gotvajn, Ula Rozman, Teja Antončič, Teja Urbanc, Martin Vrabeľ, Ján Derco
March 28, 2023 (v1)
Subject: Biosystems
Keywords: Amoxicillin, antibiotics, catalyst, Levofloxacin, ozone, reaction constant, Vancomycin
The aim of the study was to determine oxidation potential of selected persistent, environmentally relevant antibiotics (Amoxicillin, Levofloxacin, and their mixture with Vancomycin) to reduce their environmental emissions. Ozonation (O3) and indirect ozonation at pH 9.5 (O3/pH9.5) were catalytically enhanced by addition of Fe2+ (O3/Fe2+) and photocatalytic ozonation in combination with Fe2+ and UV-A black light (O3/Fe2+/UV) at two temperatures using total organic carbon (TOC) and chemical oxygen demand (COD) to identify formation of by-products. Oxidative degradation followed pseudo-first order consecutive reactions. Initial phase of oxidation was more intensive than mineralisation at 21 and 40 °C: up to 57.3% and 69.2%, respectively. After 120 min mineralization at 21 °C was up to 64.9% while at 40 °C it was up to 84.6%. Oxidation reached up to 86.6% and 93.4% at 21 °C and 40 °C, respectively. The most efficient processes were indirect ozonation at pH 9.5 (O3/pH9.5) (up to 93.4%) and... [more]
The Relationship of Moisture and Temperature to the Concentration of O2 and CO2 during Biodrying in Semi-Static Piles
Rosa María Contreras-Cisneros, Carlos Orozco-Álvarez, Ana Belem Piña-Guzmán, Luis Carlos Ballesteros-Vásquez, Liliana Molina-Escobar, Sandra Sharo Alcántara-García, Fabián Robles-Martínez
March 28, 2023 (v1)
Keywords: agricultural waste, biofuel, water activity
Biodrying was studied over 46 days in two piles (P1 and P2) composed of orange peel and two structuring materials (mulch: P1; sugarcane bagasse: P2). The oxygen and carbon dioxide levels were recorded at different depths (0.1 to 0.6 m). From the beginning to days 33−35 the drying was carried out by a combination of microbial heat, convection, and solar irradiance; moisture reached 30%, corresponding to a water activity (aw) of 0.88−0.9, which was insufficient to maintain microbial activity. Additionally, the O2 and CO2 levels (21% and 0%, respectively) evidenced the end of the biological phase of the process. After day 35, the drying occurred only by convection and solar irradiance. At the end, moisture reached 14% (P1) and 12% (P2), showing that the turning frequency, as well as the type and proportion of the structuring materials, were adequate and significantly influenced moisture reduction, allowing the aeration necessary for biodrying. At the end, a material with an average calori... [more]
Hydroponic Farm Wastewater Treatment Using an Indigenous Consortium
Florian Delrue, Matheus Ribeiro de Jesus Cerqueira, Ana Compadre, Pablo Alvarez, Gatien Fleury, Camille Escoffier, Jean-François Sassi
March 28, 2023 (v1)
Subject: Environment
Keywords: bioremediation, coagulation, hydroponic wastewater, microalgae, screening
Hydroponic farms produce wastewater that need to be treated before being released into the environment. A three-step screening process (microplate, batch, and semi-continuous flasks experiments) initially designed to select an efficient microalgae strain allowed the isolation of a consortium that naturally developed in the hydroponic farm wastewater. During the non-optimized semi-continuous experiments, the best performing microalgae strain, Scenedesmus obliquus UTEX393 and the wastewater-born consortium cultures achieved good average linear growth rate (0.186 and 0.198/d, respectively) and high average nitrogen removal rates (23.5 mgN/L/d and 21.9 mgN/L/d, respectively). Phosphorus removal was very high probably due to precipitation. An integrated process was designed to treat the hydroponic farm wastewater using the wastewater-born consortium. Despite relatively low coagulation efficiencies in the preliminary tests, when integrated in a continuous process, chitosan was efficient to h... [more]
Spray-Dried Formulations Rich in Malvidin from Tintorera Grape Wastes: Characterization, Stability, and Storage
María Dolores López-Belchí, Esteban F. Caamaño, Guillermo Pascual, Felipe Noriega, Paulo Fierro-Morales, María Eugenia Romero-Román, Pamela Jara, Mauricio Schoebitz, Ignacio Serra, Diego A. Moreno
March 28, 2023 (v1)
Keywords: anthocyanin, food waste recovery, Garnacha Tintorera, novel grape ingredients, waste management
This research was focused on developing means of Tintorera grape (Vitis vinifera L.) waste recovery, devising new value-added uses for that material and optimizing of anthocyanin-rich formulations by spray-drying in order to obtain novel ingredients, all for food industry use. First, the identification of phenolic compounds in Tintorera grape extracts by HPLC-DAD-ESI-MSn enabled characterization of the raw material’s health-promoting characteristics. Maintaining the spray-dried products for 4 weeks’ storage enabled study of the formulation’s loss of anthocyanins and antioxidant properties due to drying process temperatures as well as analysis of the retention and stability of such compounds under different conditions (20 and 40 °C). Tintorera grapes presented a significant amount of Malvidin 3-O-hex (5.66 mg g−1 DW). Anthocyanins in spray-dried formulations were stable for 4 weeks. Optimal conditions in the spray-dryer facilitated the products’ antioxidant capacity; for instance, using... [more]
Development of 2,3-Butanediol Production Process from Klebsiella aerogenes ATCC 29007 Using Extracted Sugars of Chlorella pyrenoidosa and Biodiesel-Derived Crude Glycerol
Ju Hun Lee, Do Yoon Lee, Soo Kweon Lee, Hyeong Ryeol Kim, Youngsang Chun, Hah Young Yoo, Ho Seok Kwak, Chulhwan Park, Ja Hyun Lee, Seung Wook Kim
March 28, 2023 (v1)
Keywords: 2,3-butanediol, crude glycerol, microalgae, response surface methodology (RSM)
Expectation for renewable energy is increasing due to environmental pollution such as fossil fuel depletion, CO2 emission, and harmful gases. Therefore, in this study, extracted sugars of microalgae, which cause algal blooms and crude glycerol, a biodiesel industry byproduct, were used simultaneously to produce 2,3-BDO. The 2,3-BDO production using only extracted algal sugars was about 4.8 g/L at 18 h, and the production of 2,3-BDO using both extracted algal sugar and crude glycerol was about 7 g/L at 18 h. It was confirmed that the main culture with crude glycerol was increased 1.5-fold compared to the case of using only extracted algal sugars. In addition, four components of the main medium (ammonium sulfate, casein hydrolysate, yeast extract, and crude glycerol) were statistically optimized and the concentrations of the medium were 12, 16, 12, and 13 g/L, respectively. In addition, the final 2,3-BDO production was about 11g/L, which 1.6-fold higher than before the optimization proce... [more]
Novel Treatment of Sugar Mill Wastewater in a Coupled System of Aged Refuse Filled Bioreactors (ARFB): Full-Scale
Rubén Fernando Gutiérrez-Hernández, Hugo Alejandro Nájera-Aguilar, Juan Antonio Araiza-Aguilar, Rebeca Isabel Martínez-Salinas, Carlos Manuel García-Lara, Ulises González-Vázquez, Abumalé Cruz-Salomón
March 28, 2023 (v1)
Subject: Environment
Keywords: aged refuse, aged refuse filled bioreactor, anaerobic treatment, COD removal, full-scale system, sugar mill wastewater treatment
Sugar is the most important food supplement of our daily diet. During the production, sugar mills use a large volume of water and produce a significant amount of wastewater polluted with high organic compounds. Therefore, it is necessary to treat the wastewater before their disposal. For this reason, this article presents the results obtained from the monitoring of a coupled system of aged refuse filled bioreactors (ARFB) in full scale to treat wastewater from a sugar mill. The coupled system consists of two bioreactors (a primary one -ARFB1- and a rectification one -ARFB2-) arranged in a series with identical geometries. The ARFB1-ARFB2 system was evaluated in two stages. The first stage (maintenance period) for 28 weeks, and second stage (Zafra season) for 29 weeks. The system was fed with sugar mill wastewater (SMW) with a chemical oxygen demand (COD) of 2787 ± 1552 mg/L and 2601 ± 722 mg/L, respectively. As results, we observed a rapid stabilization of the system over 2 months. In... [more]
Hybrid Models for Efficient Control, Optimization, and Monitoring of Thermo-Chemical Processes and Plants
Thomas Freudenmann, Hans-Joachim Gehrmann, Krasimir Aleksandrov, Mohanad El-Haji, Dieter Stapf
March 28, 2023 (v1)
Keywords: artificial intelligence (AI), NOx reduction, numerical model, oscillating combustion
This paper describes a procedure and an IT product that combine numerical models, expert knowledge, and data-based models through artificial intelligence (AI)-based hybrid models to enable the integrated control, optimization, and monitoring of processes and plants. The working principle of the hybrid model is demonstrated by NOx reduction through guided oscillating combustion at the pulverized fuel boiler pilot incineration plant at the Institute for Technical Chemistry, Karlsruhe Institute of Technology. The presented example refers to coal firing, but the approach can be easily applied to any other type of nitrogen-containing solid fuel. The need for a reduction in operation and maintenance costs for biomass-fired plants is huge, especially in the frame of emission reductions and, in the case of Germany, the potential loss of funding as a result of the Renewable Energy Law (Erneuerbare-Energien-Gesetz) for plants older than 20 years. Other social aspects, such as the departure of ex... [more]
Research Regarding the Energy Recovery from Municipal Solid Waste in Maramures County Using Incineration
Miorita Ungureanu, Juhasz Jozsef, Valeria Mirela Brezoczki, Peter Monka, Nicolae Stelian Ungureanu
March 28, 2023 (v1)
Keywords: calorific value, energy potential, municipal solid waste
This paper presents a part of the study referring to exploring Energy Recovery from Municipal Solid Waste in Maramures County. In order to analyze the possibility of energetic recovery of municipal solid waste (MSW), data referring to the management system of MSW from Maramures county were cumulated and processed in a first stage in order to estimate the quantity of municipal solid waste and its composition, which might be recovered energetically. In the next stage, samples of municipal solid waste were collected from landfills, which were submitted to specific processing and analyses. The experimental data were processed and in the end the energy potential of municipal solid waste from Maramures county was found. This study will help stakeholders and those involved in waste management to assess the possibility of energy recovery. The analysis of the study concluded that municipal solid waste in Maramures County is a potential source of renewable energy.
Reconstruction of Vascular and Urologic Tubular Grafts by Tissue Engineering
Christophe Caneparo, Stéphane Chabaud, Stéphane Bolduc
March 28, 2023 (v1)
Subject: Materials
Keywords: biomaterials, blood vessel, self-assembly, tissue engineering, ureter, urethra
Tissue engineering is one of the most promising scientific breakthroughs of the late 20th century. Its objective is to produce in vitro tissues or organs to repair and replace damaged ones using various techniques, biomaterials, and cells. Tissue engineering emerged to substitute the use of native autologous tissues, whose quantities are sometimes insufficient to correct the most severe pathologies. Indeed, the patient’s health status, regulations, or fibrotic scars at the site of the initial biopsy limit their availability, especially to treat recurrence. This new technology relies on the use of biomaterials to create scaffolds on which the patient’s cells can be seeded. This review focuses on the reconstruction, by tissue engineering, of two types of tissue with tubular structures: vascular and urological grafts. The emphasis is on self-assembly methods which allow the production of tissue/organ substitute without the use of exogenous material, with the patient’s cells producing thei... [more]
Interaction between Antifungal Isoxazolo[3,4-b]Pyridin 3(1H)-One Derivatives and Human Serum Proteins Analyzed with Biomimetic Chromatography and QSAR Approach
Krzesimir Ciura, Joanna Fedorowicz, Hanna Kapica, Monika Pastewska, Wiesław Sawicki, Jarosław Sączewski
March 28, 2023 (v1)
Subject: Materials
Keywords: biomimetic chromatography, human serum albumin (HSA), isoxazolone, QSRR analysis
The development of effective, nontoxic antifungal agents is one of the most important challenges for medicinal chemistry. A series of isoxazolo [3,4-b]pyridine-3(1H)-one derivatives previously synthesized in our laboratory demonstrated promising antifungal properties. The main goal of this study was to investigate their retention behavior in a human serum proteins-high-performance liquid chromatography (HSA-HPLC) system and explore the molecular mechanism of HSA-isoxazolone interactions using a quantitative structure−retention relationship (QSRR) approach. In order to realize this goal, multiple linear regression (MLR) modeling has been performed. The proposed QSRR models presented correlation between experimentally determined lipophilicity and computational theoretical molecular descriptors derived from Dragon 7.0 (Talete, Milan, Italy) software on the affinity of isoxazolones to HSA. The calculated plasma protein binding (PreADMET software) as well as chromatographic lipophilicity (l... [more]
Experimental Study on the Effect of Basalt Fiber and Sodium Alginate in Polymer Concrete Exposed to Elevated Temperature
Seyed Esmaeil Mohammadyan-Yasouj, Hossein Abbastabar Ahangar, Narges Ahevani Oskoei, Hoofar Shokravi, Seyed Saeid Rahimian Koloor, Michal Petrů
March 28, 2023 (v1)
Subject: Materials
Keywords: alginate, basalt fiber, compressive strength, concrete, epoxy resin, raised temperature
Polymer concrete contains aggregates and a polymeric binder such as epoxy, polyester, vinyl ester, or normal epoxy mixture. Since polymer binders in polymer concrete are made of organic materials, they have a very low heat and fire resistance compared to minerals. This paper investigates the effect of basalt fibers (BF) and alginate on the compressive strength of polymer concrete. An extensive literature review was completed, then two experimental phases including the preliminary phase to set the appropriate mix design, and the main phase to investigate the compressive strength of samples after exposure to elevated temperatures of 100 °C, 150 °C, and 180 °C were conducted. The addition of BF and/or alginate decreases concrete compressive strength under room temperature, but the addition of BF and alginate each alone leads to compressive strength increase during exposure to heat and increase in the temperature to 180 °C showed almost positive on the compressive strength. The addition of... [more]
The Prospect of Microwave Heating: Towards a Faster and Deeper Crack Healing in Asphalt Pavement
Shi Xu, Xueyan Liu, Amir Tabaković, Erik Schlangen
March 28, 2023 (v1)
Subject: Materials
Keywords: microwave heating, porous asphalt, self-healing asphalt, semi-circular bending
Microwave heating has been shown to be an effective method of heating asphalt concrete and in turn healing the damage. As such, microwave heating holds great potential in rapid (1−3 min) and effective damage healing, resulting in improvement in the service life, safety, and sustainability of asphalt pavement. This study focused on the microwave healing effect on porous asphalt concrete. Steel wool fibres were incorporated into porous asphalt to improve the microwave heating efficiency, and the optimum microwave heating time was determined. Afterwards, the microwave healing efficiency was evaluated using a semi−circular bending and healing programme. The results show that the microwave healing effect is largely determined by the steel fibre content and the mix design of the porous asphalt concrete.. Besides, the uneven heating effect of microwave contributes to an unstable damage recovery in the asphalt mixture, which makes it less efficient than induction heating. However, microwaves e... [more]
Impact of Zinc, Glutathione, and Polyphenols as Antioxidants in the Immune Response against SARS-CoV-2
José Manuel Pérez de la Lastra, Celia Andrés-Juan, Francisco J. Plou, Eduardo Pérez-Lebeña
March 28, 2023 (v1)
Keywords: COVID-19, flavonoids, glutathione, immunity, polyphenols, ROS scavengers, SARS-COv-2, zinc
SARS-CoV-2, the coronavirus triggering the disease COVID-19, has a catastrophic health and socioeconomic impact at a global scale. Three key factors contribute to the pathogenesis of COVID-19: excessive inflammation, immune system depression/inhibition, and a set of proinflammatory cytokines. Common to these factors, a central function of oxidative stress has been highlighted. A diversity of clinical trials focused predominantly on antioxidants are being implemented as potential therapies for COVID-19. In this study, we look at the role of zinc, glutathione, and polyphenols, as key antioxidants of possible medicinal or nutritional significance, and examine their role in the antiviral immune response induced by SARS-Cov-2. An unresolved question is why some people experience chronic COVID and others do not. Understanding the relationship between SARS-CoV-2 and the immune system, as well as the role of defective immune responses to disease development, would be essential to recognize the... [more]
Model-Based Design of Experiments for High-Dimensional Inputs Supported by Machine-Learning Methods
Philipp Seufert, Jan Schwientek, Michael Bortz
March 28, 2023 (v1)
Keywords: Bayes-like sampling, chemical engineering, Gaussian process regression, optimal experimental design
Algorithms that compute locally optimal continuous designs often rely on a finite design space or on the repeated solution of difficult non-linear programs. Both approaches require extensive evaluations of the Jacobian Df of the underlying model. These evaluations are a heavy computational burden. Based on the Kiefer-Wolfowitz Equivalence Theorem, we present a novel design of experiments algorithm that computes optimal designs in a continuous design space. For this iterative algorithm, we combine an adaptive Bayes-like sampling scheme with Gaussian process regression to approximate the directional derivative of the design criterion. The approximation allows us to adaptively select new design points on which to evaluate the model. The adaptive selection of the algorithm requires significantly less evaluations of Df and reduces the runtime of the computations. We show the viability of the new algorithm on two examples from chemical engineering.
Improved Continuous-Cycling Method for PID Autotuning
Kyeong Hoon Kim, Jeong Eun Bae, Syng Chul Chu, Su Whan Sung
March 28, 2023 (v1)
Keywords: autotuning, continuous-cycling, disturbance, frequency response, harmonics, phase angle
An improved continuous-cycling method is proposed for the autotuning of the proportional−integral−derivative (PID) controller. The proposed method can identify the frequency response of the process at a preset phase angle without a modeling error. Moreover, it provides an exact frequency response even if a static disturbance is present. The proposed method is an improved version of the continuous-cycling method. The gain of the proportional controller in the continuous-cycling method is updated to obtain the continuous-cycling status automatically. To guarantee the preset phase angle of the frequency response, we place a phase shifter in the form of a time delay after the proportional controller. The results of simulation and experimental studies show that the proposed method can provide an exact frequency response even under static disturbance conditions and can be applied to real processes.
Pretreatment of Switchgrass for Production of Glucose via Sulfonic Acid-Impregnated Activated Carbon
Yane Ansanay, Praveen Kolar, Ratna Sharma-Shivappa, Jay Cheng, Consuelo Arellano
March 28, 2023 (v1)
Subject: Materials
Keywords: activated carbon, catalyst, Ctec2, glucose, pretreatment, sulfonic solid, switchgrass
In the present research, activated carbon-supported sulfonic acid catalysts were synthesized and tested as pretreatment agents for the conversion of switchgrass into glucose. The catalysts were synthesized by reacting sulfuric acid, methanesulfonic acid, and p-toluenesulfonic acid with activated carbon. The characterization of catalysts suggested an increase in surface acidities, while surface area and pore volumes decreased because of sulfonation. Batch experiments were performed in 125 mL serum bottles to investigate the effects of temperature (30, 60, and 90 °C), reaction time (90 and 120 min) on the yields of glucose. Enzymatic hydrolysis of pretreated switchgrass using Ctec2 yielded up to 57.13% glucose. Durability tests indicated that sulfonic solid-impregnated carbon catalysts were able to maintain activity even after three cycles. From the results obtained, the solid acid catalysts appear to serve as effective pretreatment agents and can potentially reduce the use of convention... [more]
Non-Intrusive Load Monitoring Based on Deep Pairwise-Supervised Hashing to Detect Unidentified Appliances
Qiang Zhao, Yao Xu, Zhenfan Wei, Yinghua Han
March 28, 2023 (v1)
Keywords: deep pairwise-supervised hashing, feature learning, hash-code learning, non-intrusive load monitoring, V-I trajectory
Non-intrusive load monitoring (NILM) is a fast developing technique for appliances operation recognition in power system monitoring. At present, most NILM algorithms rely on the assumption that all fluctuations in the data stream are triggered by identified appliances. Therefore, NILM of identifying unidentified appliances is still an open challenge. To pursue a scalable solution to energy monitoring for contemporary unidentified appliances, we propose a voltage-current (V-I) trajectory enabled deep pairwise-supervised hashing (DPSH) method for NILM. DPSH performs simultaneous feature learning and hash-code learning with deep neural networks, which shows higher identification accuracy than a benchmark method. DPSH can generate different hash codes to distinguish identified appliances. For unidentified appliances, it generates completely new codes that are different from codes of multiple identified appliances to distinguish them. Experiments on public datasets show that our method can... [more]
Testing the Accuracy of the Cell-Set Model Applied on Vane-Type Sub-Boundary Layer Vortex Generators
Koldo Portal-Porras, Unai Fernandez-Gamiz, Iñigo Aramendia, Daniel Teso-Fz-Betoño, Ekaitz Zulueta
March 28, 2023 (v1)
Keywords: cell-set model, computational fluid dynamics (CFD), LES, RANS, vortex generator (VG)
Vortex Generators (VGs) are applied before the expected region of separation of the boundary layer in order to delay or remove the flow separation. Although their height is usually similar to that of the boundary layer, in some applications, lower VGs are used, Sub-Boundary Layer Vortex Generators (SBVGs), since this reduces the drag coefficient. Numerical simulations of sub-boundary layer vane-type vortex generators on a flat plate in a negligible pressure gradient flow were conducted using the fully resolved mesh model and the cell-set model, with the aim on assessing the accuracy of the cell-set model with Reynolds-Averaged Navier-Stokes (RANS) and Large Eddy Simulation (LES) turbulence modelling techniques. The implementation of the cell-set model has supposed savings of the 40% in terms of computational time. The vortexes generated on the wake behind the VG; vortical structure of the primary vortex; and its path, size, strength, and produced wall shear stress have been studied. Th... [more]
An Overview of the Factors Influencing Apple Cider Sensory and Microbial Quality from Raw Materials to Emerging Processing Technologies
Paul Cristian Calugar, Teodora Emilia Coldea, Liana Claudia Salanță, Carmen Rodica Pop, Antonella Pasqualone, Cristina Burja-Udrea, Haifeng Zhao, Elena Mudura
March 28, 2023 (v1)
Subject: Materials
Keywords: apple cider, emerging technologies, Fermentation, sensory profile, volatile compounds
Given apple, an easily adapted culture, and a large number of apple varieties, the production of apple cider is widespread globally. Through the fermentation process, a series of chemical changes take place depending on the apple juice composition, type of microorganism involved and technology applied. Following both fermentations, alcoholic and malo-lactic, and during maturation, the sensory profile of cider changes. This review summarises the current knowledge about the influence of apple variety and microorganisms involved in cider fermentation on the sensory and volatile profiles of cider. Implications of both Saccharomyces, non-Saccharomyces yeast and lactic acid bacteria, respectively, are discussed. Also are presented the emerging technologies applied to cider processing (pulsed electric field, microwave extraction, enzymatic, ultraviolet and ultrasound treatments, high-pressure and pulsed light processing) and the latest trends for a balanced production in terms of sustainabili... [more]
Analysis of Global Warming’s Influence on the Dimensioning of Borehole Heat Exchangers at a Climate-Exposed Site
Antonín Kunz, Martin Klempa, Petr Bujok, Dawid Piotrowski
March 28, 2023 (v1)
Subject: Optimization
Keywords: borehole heat exchanger, geothermal energy, heat pump, performance optimization
A borehole heat exchanger (BHE) presents the most reliable source of geothermal energy for any object where the heat pump system is to be installed. The main objective of BHE optimization in a specific rock massive and for calculated heat consumption is to design a BHE with proper capacity and sustainable performance. One of the most important inputs for the preparation of such a model is the average outer air temperature on the site during the year. While the properties of the local rock massive are from the heat project lifetime view (tens of years) stable, the local average outer temperature fluctuates according to global climate changes. This article presents a study of the impact of climate changes on the dimensioning process of a BHE and consequently on its performance using data from a real installation at a highly climate-exposed site in the Czech Republic. During the dimensioning of a BHE, this study could help to better quantify the objective risks that result from climate ch... [more]
Comparison of Moving-Bed Catalytic Tar Hydrocracking Processes
Vladimir Kapustin, Elena Chernysheva, Roman Khakimov
March 28, 2023 (v1)
Subject: Materials
Keywords: catalytic hydrogenation process, hydrocracking processes, moving-bed reactor, oil refining, tar
In recent years, there has been a trend in the global oil industry to improve the proportion of heavy high-sulfur crude oils in the total volume of extracted and processed resources, reserves of which are estimated at over 800 billion metric tons. Therefore, the main line of oil refining is processing of heavy crudes and residua to allow maximum use of the hydrocarbon potential and yield of high-margin products. Hydrogenation processes of heavy raw materials are most attractive in terms of product quality. This article analyzes tar hydrocracking processes that are either in operation or at the stage of full-scale testing. These include Veba Combi-Cracker (VCC), Uniflex, suspended-bed catalyst hydrocracking (ENI), and vacuum residue hydroconversion (TIPS RAS). These technologies use heterogeneous catalysts and are designed to obtain the largest possible amount of liquid products. This article discusses the features of each technology, highlights their advantages and disadvantages, shows... [more]
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