Comparative Parametric Study Research Articles

Development of predictive optimization model for autonomous rotary drilling system using machine learning approach

The growing global energy demand and strict environmental policies motivate the use of technology and performance improvement techniques in drilling operations. In the traditional drilling method, the effort and time required to optimize drilling depend on the effectiveness of human driller in selecting the optimal set of parameters to improve system performance. Although existing work has identified the significance of upscaling from manual drilling to autonomous drilling system, little has been done to support this transition. In this paper, predictive optimization model is proposed for autonomous drilling systems. To evaluate optimized operating procedure, a comparative study of surface operating parameters using weight on bit (WOB), rotary speed (RPM) versus drilling mechanical specific energy (DMSE), and feed thrust (FET) is presented. The study used a data-driven approach that uses offset drilling data with machine learning model in finding a pair of input operating variables that serves as best tuning parameters for the topdrive and drawwork system. The results illustrate that derived variables (DMSE, FET) gave higher prediction accuracy with correlation coefficient (R2) of 0.985, root mean square error (RMSE) of 7.6 and average absolute percentage error (AAPE) of 34, whilst using the surface operating parameters (WOB, RPM) delivered an R2, RMSE and AAPE of 0.74, 28 and 106, respectively. Although previous researches have predicted ROP using ANN, this research considered the selection of tuning control variables and using it in predicting the system ROP for an autonomous system. The model output offers parameter optimization and adaptative control of autonomous drilling system.

Iron nanoparticle regulate succinate dehydrogenase activity in canola plants under drought stress

Application of nutrients as nanoparticle (NP) is an operative manner of nutrient supply for plants, especially under stress conditions. The present study was designed to highlight the role of iron NP on drought tolerance and elucidate the underlying mechanisms in drought-stressed canola plants. Drought stress was imposed by polyethylene glycol different concentrations (0, 10 and 15% (W/V)) with or without iron NP (1.5 and 3 mg/l). A comparative study of several physiological and biochemical parameters have been carried out in canola plants treated by drought and iron NP. Stressed-canola plants showed a reduction in growth parameters, whereas iron NP mostly stimulated growth of stressed plants, which was accompanied by reinforcement in defense mechanisms. Regarding impacts on compatible osmolytes, the data revealed that iron NP was able to regulate osmotic potential by increasing protein, proline and soluble sugar contents. The iron NP application was activated the enzymatic defense system (catalase and polyphenol oxidase) and promoted the non-enzymatic antioxidants (phenol, flavonol and flavonoid). Both of these adaptive responses declined free radicals as well as lipid peroxidation and enhanced the membrane stability and drought tolerance of the plants. Enhanced chlorophyll accumulation via induction of protoporphyrin, magnesium protoporphyrin and protochlorophyllide, by iron NP also contributed towards better stress tolerance. Enzymes of Krebs cycle, namely succinate dehydrogenase and aconitase, were induced by iron NP in canola plants grown under drought stress. These results propose a multifaceted involvement of iron NP, through regulation of activity of respiratory enzymes and antioxidant enzymes, production of reactive oxygen species, osmoregulation and secondary metabolites metabolism, in response to drought stress.

Thermal or photovoltaic rear sides? A parametric comparison between photovoltaic thermal and bifacial technology

The photovoltaic generation has experienced high growth in recent years. However, more effort is needed to get on track with the net-zero scenario. The use of the photovoltaic modules' rear part can increase their electricity generation by controlling their temperature (hybrid photovoltaic/thermal solutions) or by adding conversion capability to the backside (bifacial modules). However, which solution is more effective in increasing energy yield, and under what conditions? To answer these questions, the authors conducted a worldwide comparative parametric study considering a wide range of site conditions and photovoltaic module specifications. Two relevant results came from the study. The first is a global technical competitive analysis to determine favorable site and module specifications for each rear-side utilization alternative. The second is the mathematical expression of a new parameter named “critical bifaciality,” which expresses the minimum bifaciality rate required to obtain a performance superior to similar monofacial photovoltaic-thermal modules. This parameter serves as a design rule for the selection specification of the bifacial system, which depends on both the location’s climate and site conditions. It also permits determining the feasible locations for adopting either technology based on electricity production. The study concludes that using bifacial modules is the most effective way to increase electricity generation. For typical site conditions (albedo = 0.3), module specifications (cell efficiency = 20%, and Temperature coefficient (-0.3%/°C), the energy benefit can range from 1 to 5% near the equator and more than 25% near the poles.

A comparative study of the vocal parameters between hypofunctional and hyperfunctional dysphonia using perceptual and cepstral spectral index of dysphonia measures

Background: The main goal of the present study was to obtain the cepstral spectral index of dysphonia (CSID) scores for normophonic, hypo-functional dysphonic and hyper-functional dysphonic Indian population along with correlation of CSID and GRBAS scores for normophonic, hypo-functional dysphonic and hyper-functional dysphonic population using sustained production of vowel and oral passage of Bengali language. Methods: A total of 60 participants between 20-50 years were selected for the study. The participants were divided into three groups viz., 30 normal subjects, 15 subjects with hypofunctional dysphonia and 15 subjects with hyperfunctional dysphonia. The subjects were screened for speech and hearing defects. Recordings of sustained vowels and passage were done and then fed to measure CSID through PRAAT and software developed by C-DAC. Statistical analyses were done for the analyzed data using SPSS. Results: Significant differences (p<0.05) were found in CSID scores across hypofunctional dysphonia group and hyperfunctional dysphonia group when compared to normophonia group. There were no significant differences (p>0.05) between hypofunctional and hyperfunctional dysphonia group in CSID score. A significantly strong correlation of CSID scores with the ‘G’ rating of GRBAS scores (p<0.01) were found for both hypofunctional dysphonia and hyperfunctional dysphonia groups. ROC analysis showed high sensitivity and specificity of CSID scores in two dysphonia groups with respect to normophonia group. Conclusions: The current study revealed significant differences obtained in CSID scores across normophonia, hypofunctional dysphonia and hyperfunctional dysphonia groups suggesting it as assessment tool to determine the presence of dysphonia.

Comparative, Analytical and Virtual Study of the Flow Parameters of the Bearing Cement-Air Mixture, in a Pipeline Route

Abstract The method of transporting cement with the help of an air jet through pipes is very practical and reliable. However, improper dimensioning of the constructive and functional parameters can lead to improper functioning, to cement agglomerations in certain areas of the route configuration. In order to be able to know the problem areas and geometries, in this paper a comparative, analytical and virtual study of cement transport through a pipeline route, known as geometry and dimensions, was made. Analytical calculation showed that a floating speed of cement particles of 23.45 m/s, with an air flow rate of 0.155 m3/s, is needed to be able to transport a quantity of 40 t/h (11.11 kg/s) of cement. The virtual study done in Flow Simulation showed the behavior of cement particles during transport. The virtual behavior is similar to the real one, with cement particles tending to settle in bends and on long stretches of horizontal pipes. The behavior of the air-cement mixture in the separation cyclone is well exemplified by the virtual simulation. The separation of those two components is well represented and conforms to the real phenomenon.

A Comparative Parametric Study on Dynamic Biogenic Carbon of Harvested Wood Products: Biomass Rotation Period vs. Product Lifetime

Harvested wood products (HWPs) are a class of products that are recognized for their potential to mitigate climate warming: the absorption of CO2, which is necessary to the growth of their biomass feedstock, temporarily reduces the amount of CO2 present in the Earth’s atmosphere, effectively mitigating global warming. This study decided to look into the effect of changing two important parameters associated with HWPs: the rotation period of the biomass used for their raw material (effectively, the rate of CO2 absorption), and the length of their lifetime (effectively, the amount of time the captured carbon is stored within them in the form of embodied carbon). For this purpose, a carbon accounting calculator, Quantis’ Biogenic Carbon Footprint Calculator for Harvested Wood Products (BCFC-HWP), was employed. The Biogenic Global Warming Potential (GWPbio) metric, which was used by the BCFC-HWP to describe the climate impact of a wooden product’s embodied carbon, was analyzed for its evolution with respect to the two identified parameters. The results showed that while GWPbio followed a consistent decrease with respect to the product lifetime parameter, it showed a non-consistently evolving trend with respect to biomass rotation period i.e. first decreasing then increasing. This made the confrontation of both parameters’ effect complex mathematically, such that no clear-cut conclusions on the relative benefits of changing one parameter versus the other were made. Nonetheless, a valuable resolution was made based on the observations regarding the evolution of GWPbio with respect to the lifetime of an HWP: the results indicated that extending the lifetime of an HWP is an advantageous strategy in decreasing the climate effect of the considered product.

Computational Investigations of an Internally Heated Convective-Radiative Porous Fin subjected to Magnetic Field: Comparative Methods and Parametric Studies

The concern of this paper is to compare the computational efficiencies and accuracies of three approximate analytical methods; namely, homotopy analysis method (HAM), optimal homotopy asymptotic method (OHAM) and differential transform method (DTM) for the nonlinear thermal performance analysis of a convective-radiative porous fin with temperature-dependent internal heat generation under the influence of magnetic field. To establish the computational accuracies of the three methods, the results of the three series solutions are compared with the results of the developed exact analytical and numerical methods. Also, the symbolic solutions developed in this work are used to explore the impacts of the controlling parameters on the performance of the passive device. It is established that as the coductive-convective, conductive-radiative and magnetic field parameters increase, the fin temperature distribution decreases and hence, the fin thermal efficiency is improved. An increase in temperature distribution in the fin is noticed as the nonlinear thermal conductivity parameter increases. It is envisaged that the present study will give a good insight into the nonlinear analysis of extended surfaces which will aid proper design in thermal systems.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.

Experimental comparison of evacuated tube solar air heater based on energy and exergy analyses with environmental and economic (4‐E) study

AbstractFor the purpose of low‐medium air heating applications like timber seasoning, HVAC, agricultural & food drying, space heating and desalination, there is requirement of hot air. Solar air heaters are the promising systems to satisfy these requirements in a very inexpensive manner. Due to higher efficiency at higher operating temperature and lower cost, evacuated tube collectors (ETCs) are preferred for solar air heating. In this manuscript, the comparative parametric study of two similar sets of evacuated tube solar air heater (ETSAH) is performed. The comparison is based on energy & exergy analyses, and also presents the environmental and economic study (4E analyses). Each set is fabricated using mild steel (M.S.) along with 50 evacuated tubes with total collector area of 8.46 m2. The experimental investigations are made at diverse flow rates, with and without using conventional reflectors. Without incorporating any additional heat storage unit, the system provides average hot air temperature of 76.13°C when average solar intensity was 502.68 W/m2 during 11 h of operation from 09:00 to 20:00 h. ETC's absorber glass and the M.S. material was observed to have significant energy storage and discharge. The single set of ETSAH has mitigation of 89.20 tons with 2.05 years of energy payback period, which is significantly low as compared to its 20 years of lifespan. For the optimum system performance the cost of generated hot air is 0.00048 $/kg, which is considerably low.

Thermal Behavior of Biodegradable Compositions of Polylactide and Poly(3-hydroxybutyrate) with Chitosan and the Effect of UV Radiation on Their Structure

The negative influence of water pollution by heavy metals ions on human health represents a serious ecological problem which requires effective methods in the search for its solution. The creation of eco-friendly biodegradable polymer materials capable of performing the sorption of the water media of heavy metals followed by decomposition into harmless substances after the end of their service life presents an actual task. To this aim, binary compositions synthesized from natural raw polyesters polylactide (PLA) and poly(3-hydroxybutyrate) (PHB) with polysaccharide chitosan, corresponding to these requirements, were obtained in the liquid phase. The polyesters have mechanical characteristics close to the characteristics of synthetic polymers, while the chitosan containing the amino groups is capable of performing the sorption of heavy metals. The use of compositions on their base allows one to create the new inexpensive biodegradable sorbents stable in aqueous media as well as apply them as packing materials. The sorption capacity of PLA–chitosan and PHB–chitosan compositions in relation to iron ions from aqueous solutions was explored by a method of X-ray fluorescence analysis and it was established that the sorption of Fe3+ ions by PHB–chitosan composition is more than twice as high as that by the PLA–chitosan composition (2.30 and 0.66 wt. %, correspondingly, after sorption from 0.008 mol/L FeCl3 solution during 24 h). A comparative study of thermophysical parameters and the degree of crystallinity of PLA and PHB, as well as in their initial compositions and compositions, containing sorbed iron ions, was carried out by DSC method. The DSC analysis of the PLA–chitosan and PHB–chitosan compositions, containing sorbed iron ions, showed a slight decrease in the values of Tg, Tcc, and Tm as well as an increase in the enthalpy of cold crystallization and a reduction in the degree of crystallinity of these polyesters. At the same time, an increasing of the thermal stability of polyester compositions in the presence of iron ions was established. The influence of UV irradiation on the structure of PLA and PHB for 2, 5, 24, and 144 h was analyzed by FTIR spectroscopy and significant changes in the spectrum were observed. Based on the analysis of the IR spectra of PHB and PLA, it was concluded that, under the action of UV radiation, the destruction of ester bonds takes place, which is expressed in the appearance of intense bands characterizing the formation of new structural units, resulting in the decrease in the molecular weight of polyesters.

P-089 A comparative study of hematological parameters in intensively reared Chios and Lacaune milking ewes

P-089 A comparative study of hematological parameters in intensively reared Chios and Lacaune milking ewes

Retrospective Observational Study of Complete Blood Count (CBC) Parameters and ICU Mortality of COVID-19 Disease in Delta Variant and Omicron Variant in a Community-Based Hospital in New York City.

Severe Acute Respiratory Syndrome-Coronavirus-2 (SARS-CoV-2) is the official name of COVID-19, a respiratory infection that had the first case reported from the Hubei province of China on December 8, 2019. This virus is the main etiological agent behind the most dreaded pandemic of pneumonia that has spread to the entire world in a brief period and continues to pose a threat. The first wave corresponded with the period from February 2020 to June 2020, the Delta variant occurred around the middle of June 2021 and the Omicron wave was reported from December 2021 to February 2022. Objective: This study aims to compare the Delta and the Omicron variants of COVID-19 infection in a community-based hospital in New York City considering the comparison of ICU admissions in both variants. We aim to study the comparison ofcomplete blood count (CBC) parameters and inflammatory markers of patients admitted to ICU stratified by two waves of COVID-19 infection. We aim to analyze the association of CBC parameters at admission and the discharge during ICU stay in both variants. We also aim to study the association of CBC parameters at admission and discharge with ICU mortality in both variants. We conducted a retrospective observational study based on data from randomly selected hospitalized patients with COVID-19 in a community-based hospital in New York City during the Delta variant and the Omicron wave. A total of 211 patients COVID-19 positive from June to July 2021 (Delta variant) and 148 patients from December to February 2022 (Omicron wave) were included in the study. A comparison was done between the basic characteristics of patients with and without ICU admissions in both variants of COVID-19. We compared the relationship of different parameters of CBC (hemoglobin (Hgb), white blood count (WBC), lymphocytes, neutrophils, and platelets) on ICU admission and further analyzed any changes associated with ICU mortality. Logistic regression was performed to evaluate the relationship of different presenting CBCs on patients' disposition to ICU. Result: A total of 211 patients (106 female) in the Delta wave (2021 variant) and 148 patients (80 female) in the Omicron wave (2022 variant) with an average ages of 60.9 ±18.10 (Delta variant) and 63.2 ± 19.10 (Omicron variant) were included in this study.There were 45 patients (21.3%) in the Delta wave and 42 patients (28.4%) in the Omicron wave were admitted to ICU. The average length of hospital stay was seven days in the Delta wave and nine days in the Omicron wave.No significant association was found between presenting cell count and ICU admission (p>0.05). Significant associations were found between different cell counts on admission and discharge and death in Delta waves except Hgb and platelets on admission. However, in the Omicron variant, a significant association was found only between WBC on admission and discharge, and Hgb and neutrophil on discharge with death in the univariate model. Comparative study of different clinical parameters between the Delta and the Omicron variants of COVID-19 with the correlation of ICU stay and mortality can be used as a beneficial modality in assessing the outcome of the disease.

Comparative Study of Pre-operative, Operative, and Post-operative Parameters of Single and Staged Bilateral Total Hip Replacement

Objectives Total Hip replacement (THR) is now emerging as the most successful surgery that can drastically improve the quality of life of an arthritis patient. Bilateral (B/L) hip involvement is seen in many cases where there is a treatment option of operation on both hips in a single operation under single anesthesia or a staged operation. The present study aims to compare the pre-operative, operative, and post-operative parameters of single operation Bilateral Total Hip Replacement (B/L THR) and staged B/L THR (two operations in stages; second operation done after 6–7 days). Material and Methods 97 B/L THR cases were included in a retrospective cohort study operated Delete conducted 2017–2021 under a single surgeon in a tertiary care hospital. The age, sex, and Body Mass Index (BMI) - matched cases were divided into Group 1-single B/L THR and Group 2-staged B/L THR. The patients were assessed on blood loss during surgery and post-surgery up to 24 h, time to reach visual pain analog score of baseline 3, pre and post-operative Harris Hip score, post-operative hemoglobin (Hb) level, infection, dislocation, deep vein thrombosis and duration of hospital stay. Results Thirty-seven cases of Group 1 Single B/L THR and 60 cases of Group 2-Staged B/L THR were analyzed. The time taken for pain to decrease was more in Single B/L THR which was statistically significant. Even though the intra-operative and post operative blood loss was not statistically significant, still more number of cases showed greater blood loss in Staged B/L THR. The pre-operative and post-operative hip functionality outcome was statistically same in both groups. Complications like deep vein thrombosis (DVT) showed lower incidence in Single B/L THR; and equal incidence of infection in both groups. The duration of hospital stay was more in Staged B/L THR. The statistical significance of longer duration of pain in Staged B/L THR can be explained on basis of two injuries inflicted by two operations 6–7 days apart. Harris Hip score for assessing hip functionality did not show statistical significance indicating that both single and staged show similar improvement of hip function. Lower incidence of DVT in Staged B/L THR can be attributed to early mobilization and physiotherapy. Conclusion On the basis of the above study, we conclude that Single B/L THR is feasible, safe and cost-effective with similar functional outcomes and early return to the society. Therefore, it should be encouraged in tertiary care hospitals.

CRT-500.08 Comparative Study of Pulse Wave Analysis and Other Hemodynamic Parameters in Medical Students: Initial Data

CRT-500.08 Comparative Study of Pulse Wave Analysis and Other Hemodynamic Parameters in Medical Students: Initial Data

Comparative study of strawberry growth and fruit quality parameters in horizontal and vertical production systems

Comparative study of strawberry growth and fruit quality parameters in horizontal and vertical production systems

Numerical simulations of a subsonic round jet with transverse acoustic and mechanical forcing

The results of numerical experiments on the bifurcation effects for a free round jet caused by acoustic or vibrational excitations are presented. The three-dimensional distributions of the instantaneous and time-averaged velocity vector components have been obtained and analyzed. The effects of Strouhal and Reynolds numbers on the jet splitting angle, as well as those of the amplitude and type of jet perturbations is discussed in such a comparative parametric study.

Comparative study of filtration parameters depending on the nature of the filter material

The paper presents a comparative study of the filtration parameters in the case of passenger compartment filters designed for commercial vehicles. The research is aimed to determine the materials characteristic that may improve the quality of the air breathed by passengers in the given conditions of increasing the degree of pollution due to heavy traffic in large cities. Two dimensionally similar types of cabin filters were considered, having as filtering medium two types of materials: microporous cardboard and microporous cardboard with activated carbon insertion. In order to determine the filtration parameters, the particle retention capacity and the filtration efficiency.

Comparative study of certain Biochemistry parameters of serum constituents with reference to age

Comparative study of certain Biochemistry parameters of serum constituents with reference to age

A Comparative Ultrasonographic Study of Fetal Biometric Parameters of Normal Fetus versus Intrauterine Growth Restriction Fetus during the Third Trimester of Pregnancy

Abstract Introduction: Intrauterine growth restriction (IUGR) is a well-known complex issue in obstetrics that can lead to significant fetal or neonatal complications, both in the short and long term. This ultrasonographic study was undertaken to compare the growth and development of the normal fetus versus IUGR fetus, during the third trimester of pregnancy in Meghalaya, Northeastern India. Materials and Methods: This was a prospective, analytical ultrasonographic study done on pregnant women in the third trimester from May 2021 to October 2022 at North Eastern Indira Gandhi Regional Institute of Health and Medical Sciences, Shillong. Forty-two pregnant women (twenty-one each from normal and IUGR fetuses) were observed from the 28th week of gestation until delivery. Ultrasonographic fetal biometric parameters (FBPs) such as biparietal diameter, head circumference, abdominal circumference (AC), femur length, and estimated fetal weight were used to study fetal growth and development. The weight and length of the newborn were recorded. Multivariable linear regression analysis was used to identify the association between IUGR and FBPs as well as birth weight and length. Results: Among the FBPs, only AC parameter was statistically associated with IUGR status (P < 0.05). Birth weight and birth length were significantly lower in the IUGR group compared to the normal group (P < 0.001 for both). Conclusions: Among the FBPs, AC may be better suited to compare fetal growth and development between normal and IUGR fetuses during the third trimester of pregnancy.

Comparative Case Study of Atmospheric Parameters over India and China during Covid 19 Lockdown

Comparative Case Study of Atmospheric Parameters over India and China during Covid 19 Lockdown

A study of physico-chemical parameters of well and bore hole water in Pozhikkarai to Manavalakkurichi South Coast of Tamil Nādu

A systematic analysis has been carried out to explore physico-chemical parameters of ground water from well and bore hole in four different stations (sites) Pozhikarai, Periyakadu, Muttom, and Manavalakurichi in Kanyakumari District of South India. Well and bore hole water samples were collected from four stations in different seasons & in two years and analyzed for temperature, pH, turbidity, alkalinity, hardness, salinity, fluoride, chloride, total dissolved solids, dissolved oxygen, BOD, electrical conductivity, total nitrogen, nitrate, sulphate, ammonia, phosphate, total phosphorus, sodium, potassium and oxidation & reduction potential. Comparative studies of parameters in different stations and in different seasons in different years were also carried out. The physico-chemical parameters were analyzed and the results were compared with water quality standards described by WHO. The above study is useful to know the water quality and their fitness for drinking purposes at various stations undertaken.