This document analyzes 4 accident black spots along a 13km stretch of State Highway 39 in Bengaluru, India. Accident data from the past 5 years was collected and the black spots were identified using the Weighted Severity Index and Accident Density methods. The existing road conditions at each black spot were examined and various issues were found, including lack of signs, uneven pavement, and missing street lights. Suggestions are provided to address each issue, such as adding markings, speed limit signs, filling potholes, building footpaths and medians, and installing street lights. The main causes of accidents at these spots are determined to be road design flaws, driver behavior like speeding, and lack of proper signage.
The Method of Repeated Application of a Quadrature Formula of Trapezoids and ...IJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
Estimation of IRI from PCI in Construction Work ZonesIDES Editor
Roughness is good evaluator of performance of road.
This paper presents a case study of IRI (International
Roughness Index) estimation at NH 67 during four laning of
Trichy - Tanjavur section. An attempt has been made to
evaluate the IRI of construction work zones using Levenberg-
Marquardt back-propagation training algorithm. A MATLAB
based model is developed, and the data from the case study are
used to train and test the developed model to predict IRI. The
models’ performances are evaluated through Correlation
coefficient (R2) and Mean Square Error (MSE).
The Method of Repeated Application of a Quadrature Formula of Trapezoids and ...IJMER
International Journal of Modern Engineering Research (IJMER) is Peer reviewed, online Journal. It serves as an international archival forum of scholarly research related to engineering and science education.
International Journal of Modern Engineering Research (IJMER) covers all the fields of engineering and science: Electrical Engineering, Mechanical Engineering, Civil Engineering, Chemical Engineering, Computer Engineering, Agricultural Engineering, Aerospace Engineering, Thermodynamics, Structural Engineering, Control Engineering, Robotics, Mechatronics, Fluid Mechanics, Nanotechnology, Simulators, Web-based Learning, Remote Laboratories, Engineering Design Methods, Education Research, Students' Satisfaction and Motivation, Global Projects, and Assessment…. And many more.
Estimation of IRI from PCI in Construction Work ZonesIDES Editor
Roughness is good evaluator of performance of road.
This paper presents a case study of IRI (International
Roughness Index) estimation at NH 67 during four laning of
Trichy - Tanjavur section. An attempt has been made to
evaluate the IRI of construction work zones using Levenberg-
Marquardt back-propagation training algorithm. A MATLAB
based model is developed, and the data from the case study are
used to train and test the developed model to predict IRI. The
models’ performances are evaluated through Correlation
coefficient (R2) and Mean Square Error (MSE).
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
PREDICTION OF ROAD ACCIDENT MODELLING FOR INDIAN NATIONAL HIGHWAYSIAEME Publication
The objective of this research article is to identify the most critical safety influencing variables of a section of four-lane National Highway-18(old)/40(New) through statistical models that explains the relationship between frequency of accident count and highway safety variables. The Highway traverses mainly through a plain terrain of mostly agricultural areas. The study is for newly constructing Four-Lane road between chainage 224.000 (Chagalamarri) to 359.9(Kurnool) to identify all safety deficiencies responsible for road accidents. The predictive ability using Multiple linear regression model is under two categories: First for the 2 lane sections and second for 4 lane sections separately. The validation tools were applied to examine the ability of models to predict accidents.
Real-Time Video Processing using Contour Numbers and Angles for Non-urban Roa...IJECEIAES
Road users make vital decisions to safely maneuver their vehicles based on the road markers, which need to be correctly classified. The road markers classification is significantly important especially for the autonomous car technology. The current problems of extensive processing time and relatively lower average accuracy when classifying up to five types of road markers are addressed in this paper. Two novel real time video processing methods are proposed by extracting two formulated features namely the contour number, , and angle, 휃 to classify the road markers. Initially, the camera position is calibrated to obtain the best Field of View (FOV) for identifying a customized Region of Interest (ROI). An adaptive smoothing algorithm is performed on the ROI before the contours of the road markers and the corresponding two features are determined. It is observed that the achievable accuracy of the proposed methods at several non-urban road scenarios is approximately 96% and the processing time per frame is significantly reduced when the video resolution increases as compared to that of the existing approach.
Traffic accident analysis is mainly intended to investigate the causes of accidents by identifying hazardous locations and Accident Prone Locations of accident occurrences and to
analyze critically reasons attributing for the same so as to ensure road safety. Geographical Information System (GIS) technology has been a popular tool for visualization of accident data and analysis of hot spots in city as well as in highways. Accident analysis studies aims at the identification of high rate accident locations and safety deficient areas on the roads or streets. This paper presents a GIS based – Accident Analysis System developed for the Chennai city road network.
International Journal of Engineering Inventions (IJEI) provides a multidisciplinary passage for researchers, managers, professionals, practitioners and students around the globe to publish high quality, peer-reviewed articles on all theoretical and empirical aspects of Engineering and Science.
The peer-reviewed International Journal of Engineering Inventions (IJEI) is started with a mission to encourage contribution to research in Science and Technology. Encourage and motivate researchers in challenging areas of Sciences and Technology.
International Refereed Journal of Engineering and Science (IRJES)irjes
International Refereed Journal of Engineering and Science (IRJES) is a leading international journal for publication of new ideas, the state of the art research results and fundamental advances in all aspects of Engineering and Science. IRJES is a open access, peer reviewed international journal with a primary objective to provide the academic community and industry for the submission of half of original research and applications
International Refereed Journal of Engineering and Science (IRJES)irjes
International Refereed Journal of Engineering and Science (IRJES) is a leading international journal for publication of new ideas, the state of the art research results and fundamental advances in all aspects of Engineering and Science. IRJES is a open access, peer reviewed international journal with a primary objective to provide the academic community and industry for the submission of half of original research and applications
Consequences of Road Traffic Accident in Nigeria: Time Series Approach Editor IJCATR
Road traffic accident in Nigeria is increasing at a worrying rate and has raised one of the country major concerns. We provided appropriate and suitable time series model for the consequences of road accident, the injured, killed and total casualty of the road accident in Nigeria. The most widely used conventional method, Autoregressive Integrated Moving Average (ARIMA) model of time series, also known as Box-Jenkins method is applied to yearly data on the consequences of road accident data in Nigeria from 1960-2013 to determine patterns of road traffic accident consequences; injured, killed and total casualty of the road accident along the Nigeria motorway. Appropriate models are developed for the accident consequences; injured, killed and total casualty. ARIMA (0; 2; 1) model is obtained for the injury and total casualty consequences, whilst ARIMA(1,2,2) model is obtained for the killed consequences, using the data from 1960-2011. The adequacy and the performance of the model are tested on the remaining data from 2012 to 2013. Seven years forecast are provided using the developed models and showed that road traffic accident consequences examined; injured, killed and total casualty would continue to increase on average.
Analysis of Artificial Intelligence Techniques for Network Intrusion Detectio...IIJSRJournal
With the rapid advancement of computer technology during the last couple of decades. Computer systems are commonly used in manufacturing, corporate, as well as other aspects of human living. As a result, constructing dependable infrastructures is a major challenge for IT managers. On the contrary side, this same rapid advancement of technology has created numerous difficulties in building reliable networks which are challenging tasks. There seem to be numerous varieties of attacks that affect the accessibility, authenticity, as well as secrecy of communications systems. In this paper, an in-depth and all-inclusive description of artificial intelligence methods used for the detection of network intrusions is discussed in detail.
Methodologies for Enhancing Data Integrity and Security in Distributed Cloud ...IIJSRJournal
Usually, cloud infrastructure is used individually by businesses, whereas the hybrid cloud would be a blend of two or many kinds of clouds. Because as clouds become increasingly common, safety issues also expanding. Because of such cybersecurity threats, numerous experts suggested procedures as well as ways to assure internet confidentiality. Providers of cloud-based services were accountable for the complete safety of cloud information. Nevertheless, since the clouds are accessible (easily accessible over the World wide web), much research has been conducted on cloud storage cybersecurity. This paper describes methods for enhancing security and reliability in decentralized cloud-based solutions, as well as suggests a few security solution methods of implementation.
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International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
PREDICTION OF ROAD ACCIDENT MODELLING FOR INDIAN NATIONAL HIGHWAYSIAEME Publication
The objective of this research article is to identify the most critical safety influencing variables of a section of four-lane National Highway-18(old)/40(New) through statistical models that explains the relationship between frequency of accident count and highway safety variables. The Highway traverses mainly through a plain terrain of mostly agricultural areas. The study is for newly constructing Four-Lane road between chainage 224.000 (Chagalamarri) to 359.9(Kurnool) to identify all safety deficiencies responsible for road accidents. The predictive ability using Multiple linear regression model is under two categories: First for the 2 lane sections and second for 4 lane sections separately. The validation tools were applied to examine the ability of models to predict accidents.
Real-Time Video Processing using Contour Numbers and Angles for Non-urban Roa...IJECEIAES
Road users make vital decisions to safely maneuver their vehicles based on the road markers, which need to be correctly classified. The road markers classification is significantly important especially for the autonomous car technology. The current problems of extensive processing time and relatively lower average accuracy when classifying up to five types of road markers are addressed in this paper. Two novel real time video processing methods are proposed by extracting two formulated features namely the contour number, , and angle, 휃 to classify the road markers. Initially, the camera position is calibrated to obtain the best Field of View (FOV) for identifying a customized Region of Interest (ROI). An adaptive smoothing algorithm is performed on the ROI before the contours of the road markers and the corresponding two features are determined. It is observed that the achievable accuracy of the proposed methods at several non-urban road scenarios is approximately 96% and the processing time per frame is significantly reduced when the video resolution increases as compared to that of the existing approach.
Traffic accident analysis is mainly intended to investigate the causes of accidents by identifying hazardous locations and Accident Prone Locations of accident occurrences and to
analyze critically reasons attributing for the same so as to ensure road safety. Geographical Information System (GIS) technology has been a popular tool for visualization of accident data and analysis of hot spots in city as well as in highways. Accident analysis studies aims at the identification of high rate accident locations and safety deficient areas on the roads or streets. This paper presents a GIS based – Accident Analysis System developed for the Chennai city road network.
International Journal of Engineering Inventions (IJEI) provides a multidisciplinary passage for researchers, managers, professionals, practitioners and students around the globe to publish high quality, peer-reviewed articles on all theoretical and empirical aspects of Engineering and Science.
The peer-reviewed International Journal of Engineering Inventions (IJEI) is started with a mission to encourage contribution to research in Science and Technology. Encourage and motivate researchers in challenging areas of Sciences and Technology.
International Refereed Journal of Engineering and Science (IRJES)irjes
International Refereed Journal of Engineering and Science (IRJES) is a leading international journal for publication of new ideas, the state of the art research results and fundamental advances in all aspects of Engineering and Science. IRJES is a open access, peer reviewed international journal with a primary objective to provide the academic community and industry for the submission of half of original research and applications
International Refereed Journal of Engineering and Science (IRJES)irjes
International Refereed Journal of Engineering and Science (IRJES) is a leading international journal for publication of new ideas, the state of the art research results and fundamental advances in all aspects of Engineering and Science. IRJES is a open access, peer reviewed international journal with a primary objective to provide the academic community and industry for the submission of half of original research and applications
Consequences of Road Traffic Accident in Nigeria: Time Series Approach Editor IJCATR
Road traffic accident in Nigeria is increasing at a worrying rate and has raised one of the country major concerns. We provided appropriate and suitable time series model for the consequences of road accident, the injured, killed and total casualty of the road accident in Nigeria. The most widely used conventional method, Autoregressive Integrated Moving Average (ARIMA) model of time series, also known as Box-Jenkins method is applied to yearly data on the consequences of road accident data in Nigeria from 1960-2013 to determine patterns of road traffic accident consequences; injured, killed and total casualty of the road accident along the Nigeria motorway. Appropriate models are developed for the accident consequences; injured, killed and total casualty. ARIMA (0; 2; 1) model is obtained for the injury and total casualty consequences, whilst ARIMA(1,2,2) model is obtained for the killed consequences, using the data from 1960-2011. The adequacy and the performance of the model are tested on the remaining data from 2012 to 2013. Seven years forecast are provided using the developed models and showed that road traffic accident consequences examined; injured, killed and total casualty would continue to increase on average.
Analysis of Artificial Intelligence Techniques for Network Intrusion Detectio...IIJSRJournal
With the rapid advancement of computer technology during the last couple of decades. Computer systems are commonly used in manufacturing, corporate, as well as other aspects of human living. As a result, constructing dependable infrastructures is a major challenge for IT managers. On the contrary side, this same rapid advancement of technology has created numerous difficulties in building reliable networks which are challenging tasks. There seem to be numerous varieties of attacks that affect the accessibility, authenticity, as well as secrecy of communications systems. In this paper, an in-depth and all-inclusive description of artificial intelligence methods used for the detection of network intrusions is discussed in detail.
Methodologies for Enhancing Data Integrity and Security in Distributed Cloud ...IIJSRJournal
Usually, cloud infrastructure is used individually by businesses, whereas the hybrid cloud would be a blend of two or many kinds of clouds. Because as clouds become increasingly common, safety issues also expanding. Because of such cybersecurity threats, numerous experts suggested procedures as well as ways to assure internet confidentiality. Providers of cloud-based services were accountable for the complete safety of cloud information. Nevertheless, since the clouds are accessible (easily accessible over the World wide web), much research has been conducted on cloud storage cybersecurity. This paper describes methods for enhancing security and reliability in decentralized cloud-based solutions, as well as suggests a few security solution methods of implementation.
Agriculture in Indian Economy and Contribution of Science and Technology IIJSRJournal
One of the oldest occupations in history, agriculture has benefited much from innovation throughout the years. Since then, science has played a significant role in agricultural innovation and quality assurance. We have listed a few of the factors that were mentioned in the introduction section if you'd want to understand more about the significance of science and technology in agriculture. Encouraging the use of science and technology is the cornerstone for improving agriculture's productivity, quality, efficiency, and competitiveness, which also contributes to the modernization of agriculture and rural areas, ensures food security, social security, and increases the income of agricultural producers and traders.
The Effect of Kronecker Tensor Product Values on ECG Rates: A Study on Savitz...IIJSRJournal
This article presents a study on ECG signal filtering algorithms to denoise signals corrupted by various types of noise sources. The study also examines the effect of Kronecker tensor product values on ECG rates. The study is conducted in a Matlab environment, and the results demonstrate that a constant number for the respective codes can effectively denoise ECG signals without any trouble. These findings have significant implications for diagnosing abnormal heart rhythms and investigating chest pains. The present study is novel in that it explores the relationship between ECG rate and Kronecker delta values across different age groups, which has not been extensively studied in previous literature. The study's unique contribution is the determination of age-specific values of the constant K required to represent this relationship accurately in different populations, which could inform the development of more effective algorithms for denoising ECG signals in clinical settings. Additionally, this study's finding of an inverse relationship between ECG rate and Kronecker delta values could have broader implications for understanding the physiological factors that contribute to variability in ECG measurements. The study provides valuable insights into ECG signal processing and suggests that the implemented techniques can improve the accuracy of ECG signal analysis in real-time clinical settings. Overall, the manuscript is a valuable contribution to the field of biomedical signal processing and provides important information for researchers and healthcare professionals.
Basic Criteria for Building the Third Renaissance in Uzbekistan IIJSRJournal
On the occasion of the 29th anniversary of the independence of the Republic of Uzbekistan, President Shavkat Mirziyoyev emphasized that the goal of our development should be the Third Renaissance. This strategic idea, in its grandeur, shows the need to aim for a common goal in all aspects of national development. In practice, the head of state expressed the new and clarified content of the national idea of Uzbekistan at the current stage of development. This article analyzes the important role of literature, theater and art in establishing the Third Renaissance in Uzbekistan.
Assessment of Neglected and Under-Utilized Crop Species of African Horned Mel...IIJSRJournal
There is an increasing interest in neglected and under-utilized crop species (NUS) throughout the world, reflecting a growing trend within agriculture to identify and develop new crops for export and domestic markets. Interest in NUS stems from a variety of factors, including their contribution to agricultural diversification and better use of land, their economic potential and the opportunities they provide for diet diversification. The main objective was to assess the economic and nutritional value of neglected and utilized crop species of African horned melon in Zambia.
The study used the qualitative research design and descriptive, using desk review to collect secondary data from various literature on neglected and under-utilized crops species of African horned melon.
In conclusion, the findings reveal that the African horned melon has nutritional value consisting numerous vitamins and antioxidants which are beneficial to health living of humans and will contribute and broaden food diversity and nutritional among rural and urban communities of Zambia. The crop will promote healthy living among Zambian citizen to overcome malnutrition and obesity. Further, African horned melon is a climate change crop that will enhancing rural resiliency and climate smart agriculture activities in many areas. Communities must be trained and have knowledge experience of farmer-to-farmer capacity building in rural areas of Zambia.
Prevalence of Trichomonas Vaginalis Infection Among Married Pregnant Women in...IIJSRJournal
A cross-sectional survey of Trichomonas vaginalis infection has been conducted among married pregnant women attending antenatal clinics, for the first time in pregnancy, the direct microscopy technique was adopted. Of the 120 pregnant women studied, 4(3.3%) were infected with T. vaginalis. Individuals age 20-25 years were most infected (3.7%). Women in their third trimester of pregnancy were significantly more infected (1.1%), than those in their second trimester (1.6%) and first trimester (2.3%). Despite reporting a low prevalence of T. vaginalis among pregnant women in the study, this does not imply completely ruling out the presence of T. vaginalis among pregnant women due to the diagnostic technique and also that even the low occurrence among pregnant women in the hospitals cannot totally explain general occurrence. T. vaginalis infection can be dangerous and poses serious threat to the health. Hence, the need for prevention of T. vaginalis and that efforts for prevention of T. vaginalis infection should be targeted at all women of child bearing age. Since T. vaginalis is primarily sexually transmitted, educational efforts must be aimed at high risk groups including women without any formal education and must be explicit regarding the behaviours that leads to the spread of T. vaginalis, and other sexually transmitted infections. There is also the need for proper counseling and education on sexual behaviour and genital hygiene which would greatly help in the prevention of the infection.
Factors Influencing Professional Project Management Ethical Practices in Buil...IIJSRJournal
Ethical practices are essential to providing quality work which cut across every sector. In building construction, adherence to project management ethical standards is essential to providing quality services that can stand the test of time. However, many building projects have been constructed with standards that are far below the professional ethics. This is evident in the cases of building failure reported throughout the country. The study examines the factors that influences project management ethical practices in Nigeria and specifically in Lagos. A total of 384 samples were selected from project stakeholders and construction professionals. A well-structured 25 items questionnaire was designed to elicit for response on ethical practices and factors that influences ethical practices. The results indicated that ethical practices in project management are influenced by various factors, including the project environment and stakeholder's impact as organizational factors. The major project-related factors that affect ethical practices are project scope and complexity, project financing, project risk, and project stakeholders, while project managers' technical skills, qualifications, and personal values have significant impacts on adherence to ethical practices. The influencing factors could be related to the organization, the project, or the professional, but in most cases, they are a combination of these factors. Therefore, it is recommended that thorough assessments are conducted before, during, and after construction, and different professionals should be assigned to ensure transparency and compliance with standards.
Assessment of Water Occupancy Rates of the Çamlıgöze Dam Lake between 2010-20...IIJSRJournal
With the increasing world population, the importance of dam lakes is increasing within the framework of more effective and efficient use of water resources. This study focuses on the water occupancy rates of Çamlıgöze Dam Lake, located in Turkey, between the years 2010-2021. The annual average water occupancy rate of Çamlıgöze Dam Lake between 2010-2021 was calculated as 69.55 percent. This shows that approximately seventy percent of Çamlıgöze Dam Lake was full between 2010-2021. According to these values, it was determined that the water occupancy rates of Çamlıgöze Dam Lake did not face a serious decrease between 2010-2021. As a result, there is no short term problem in terms of water occupancy rates in Çamlıgöze Dam Lake, but this does not mean that it will not be a problem in the long term. For this reason, it should not be abandoned to use the water of Çamlıgöze Dam Lake effectively, economically and consciously.
Sustainability of Pod Yields of Groundnut through Crop Seasonal Rainfall, Len...IIJSRJournal
A study was conducted with the objective of assessing the effect of crop seasonal rainfall and length of growing period on the sustainability of pod yields of groundnut attained in 31 mandals under arid Alfisols of Anantapur in Andhra Pradesh. We have considered the variability of mandals with regard to (i) crop seasonal rainfall (mm) and (ii) pod yield of groundnut (kg/ha) during 2001 to 2020; (iii) extent of crop area (ha) during 2009 to 2020; and (iv) length of growing period (days). Based on the mean and standard deviation (SD) of each parameter, the mandals were classified into 5 groups viz., (i) G1: Less than (Mean–2SD); (ii) G2: (Mean–2SD) to (Mean–SD); (iii) G3: (Mean–SD) to (Mean+SD); (iv) G4: (Mean+SD) to (Mean+2SD); and (v) G5: More than (Mean+2SD). Out of 31 mandals, 22 mandals for area and crop seasonal rainfall, 20 mandals for LGP and 18 mandals for yield have fallen in G3. Estimates of correlation were derived between groundnut area, crop seasonal rainfall and yield for each mandal over years and tested for significance to assess the superiority of mandals. Significant correlation of yield and crop seasonal rainfall was observed which ranged from 0.433 at Kalyandurg to 0.765 at Putlur. Similarly, significant correlation between yield and area of groundnut was observed in Kalyandurg (-0.764), Brahmasamudram (-0.674) and Rapthadu (-0.584) mandals. The predictability of yield and prediction error were derived based on a regression model of yield calibrated through the crop seasonal rainfall, LGP and crop area in different mandals. The model gave significant predictability (R2) value of 0.46 with prediction error of 90.9 kg/ha and indicated negative effect of area, positive effect of crop seasonal rainfall and LGP on yield. The sustainability yield index ranged from 26.6% (Kambadur) to 87.5% (Peddavadagur) with mean of 53.9% (CV of 30.1%) over years. Ranks were assigned to the mean and variation of area, crop seasonal rainfall, yield, LGP and SYI of each mandal and rank sums were derived. Guntakal, Gooty and Vidapanakal were superior with rank sums of 30, 38 and 70 respectively. Guntakal was superior with an area of 16570 ha (CV of 17.3%), crop seasonal rainfall of 436.1 mm (CV of 33.4%), LGP of 140 days, yield of 644 kg/ha (CV of 70.9%) and SYI of 76.5%, while Gooty was superior with area of 14146 ha (CV of 14.6%), crop seasonal rainfall of 429.6 mm (CV of 42.4%), LGP of 140 days, yield of 663 kg/ha (CV of 69.1%) and SYI of 79.1%. Similarly, Vidapanakal was superior with area of 5077 ha (CV of 31.1%), crop seasonal rainfall of 403.2 mm (CV of 47.4%), LGP of 140 days, yield of 654 kg/ha (CV of 49.5%) and SYI of 77.9%. Due to maximum LGP and crop seasonal rainfall, we recommend that the farmers of these mandals could enhance the area of groundnut and attain maximum sustainable yields under arid Alfisols.
On the Modulation of Biocompatibility of Hydrogels with Collagen and Guar Gum...IIJSRJournal
In this work, we report the synthesis of molybdenum metal-organic frameworks (Mo-MOFs) using 1,3,5-benzenetricarboxylic acid and the amino acids L-phenylalanine, L- tryptophan, and L-histidine as ligands. They were incorporated in hydrogel matrixes comprised of collagen and guar gum to obtain composite hydrogels. The effect of chemical structure of Mo-MOFs on the structure, physicochemical properties and in vitro biocompatibility of hydrogels was studied. These biomaterials showed a super absorbent performance (higher than 2000 ± 169%) and a high degree of reticulation (higher than 75 ± 6%). The microstructure of the composites showed a granular morphology with some porosity. These composites were degraded entirely by hydrolysis at pH 5 and pH 7 at room temperature in time lapses shorter than 15 days. Also, they were biocompatible with porcine dermis fibroblasts not showing cytotoxic effects up to 48 h of incubation allowing its proliferation, and it was observed that the MOF containing L-tryptophan improved notably the biocompatibility of the collagen/guar gum matrix. Finally, the matrixes were tested as vehicles for cell encapsulation and release. The slow-release rates show that fibroblasts tend to remain inside the hydrogel matrixes. Thus, these materials are more suitable for cell scaffolds and tissue engineering applications such as wound healing dressings.
Incorporation of Se (IV) Complexes based on Amino Acids in Biomatrixes in Hyd...IIJSRJournal
Selenium is a non-metal that shows biological interest since it is responsible for modulating various proteins at the micronutrient level in living beings. In this work, new complexes based on the Se (IV) ion with amino acids such as phenylalanine (Se-F), histidine (Se-H) and tryptophan (Se-T) were hydrothermally synthesized and characterized. These were incorporated into biomatrixes based on semi-interpenetrated polymeric networks (Semi-IPN) of collagen-polyurethane-guar gum (CPGG) by the microemulsion process using a mass ratio of 1 wt.% with respect to collagen. The structural and crystalline characteristics that the selenium-amino acid complexes show a performance in modulating the properties of the biomatrixes under study. The results indicate that the incorporation of the complex decreases the crosslinking of the hydrogel, generating granular surfaces with porosity dependent on the type of amino acid. The CPGG Se-T biomatrix shows a swelling capacity of 10200 ± 1100 higher than the CPGG base matrix; while the CPGG Se-F and CPGG Se-T biomatrixes present slow degradation at both physiological and acidic pH. Interestingly, the matrix that includes the Se-F complex significantly stimulates the metabolic activity of L929 fibroblasts for up to 48 h, stimulating their proliferation. The fibroblasts encapsulated on these novel biomatrixes show recurrent release capacity for up to 7 days, where the structure of the CPGG Se-H biomatrix exhibits greater release from the encapsulated cells. These results demonstrate that these innovative biomatrixes could be used in biomedical applications such as dermal tissue regeneration and cell release for a specific biological fate.
Machine Learning Based House Price Prediction Using Modified Extreme Boosting IIJSRJournal
In recent years, machine learning has become increasingly important in everyday voice commands and predictions. Instead, it provides a safer auto system and better customer assistance. As a result of all that has been demonstrated, ML is a technology that is becoming more and more popular in a range of industries. To gauge changes in house values, the House Price Index is frequently employed (HPI). Due to the substantial correlation that exists between property prices and other variables, such as location, region, and population, the HPI on its own is not sufficient to accurately forecast a person's house price. Some studies have successfully predicted house prices using conventional machine learning techniques, but they seldom evaluate the efficacy of different models and ignore the more complicated but less well-known models. We proposed Modified Extreme Gradient Boosting as our model in this study due to its adaptive and probabilistic model selection process. Feature engineering, hyperparameter training and optimization, model interpretation, and model selection and evaluation are all steps in the process. Home price indices, which are frequently used to support real estate policy initiatives and estimate housing costs. In this project, models for forecasting changes in home prices are developed using machine learning methods.
Preliminary Evaluation on Vegetative of Rambutan (Nephelium lappaceum) in San...IIJSRJournal
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Analysis of Physicochemical and Microbiological Parameters of Wine Produced f...IIJSRJournal
Wine is a fermented drink made by the controlled culture of yeasts on fruit juices. This study was undertaken to produce acceptable wines from blends of banana and pineapple by the fermentative action of Meyerozyma guilliermondii strain 1621 and Pichia guilliermondii strain PAX-PAT 18S. The fermentation process lasted for a period of 28 days and, the aging process was for 2 months. The fermentation process comprised two set ups- one was fermented by Meyerozyma guilliermondii strain 1621 and the other was fermented by Pichia guilliermondii strain PAX-PAT 18S. The process was monitored and controlled by carrying out physicochemical analysis (pH, temperature, specific gravity, total titratable acidity, and alcohol content) and yeast count using standard methods. There was a decrease in the pH for both wines and an increase in the total titratable acidity. The temperature was between 17 and 27 0C for both wines. The specific gravity of the wines decreased during the fermentation leading to an increase in alcohol production. There was an increase in yeast count from 6.7×107 sfu/ml to 1.8×108 sfu/ml between days 1 and 17 and a decrease from 1.8×108 sfu/ml to 0 sfu/ml between days 17 to 85 for Meyerozyma guilliermondii; also an increase from 5.1×107 sfu/ml to 1.7×108 sfu/ml from day 1 to 17, and a decrease from 1.7×108 sfu/ml to 0 sfu/ml between day 17 to 85 for Pichia guilliermondii. Statistically, there was no significant difference between the yeast counts, temperature, pH, total titratable acidity, and specific gravity but there was signa ificant difference between the alcohol production for both wines. This study shows that wines can be successfully produced using Meyerozyma guilliermondii strain 1621 and Pichia guilliermondii strain PAX-PAT 18S.
Cohesive and Thermal Properties of Sodium Cyanide-Halide Mixed Crystals IIJSRJournal
In order to analyse the cohesive and thermal properties of sodium cyanide-halide mixed crystals an Extended Three Body Force Shell Model (ETSM) has been applied by incorporating the effect of translational-rotational (TR) coupling. We have conducted theoretical research on cohesive and thermal properties, such as cohesive energy (, molecular force constant (f), compressibility (), Restrahlen frequency (, Debye temperature (D), Gruneisen parameter (), Moelwyn Hughes constants (F1) and the ratio of volume thermal expansion coefficient (v) to volume specific heat (Cv), as a function of temperature within the temperature range 50K T 300K at concentration x=0, 0.27, 0.58 and 1. The current model computations and the findings of the available experiments are in good agreement. The ETSM is a sufficiently realistic model and may be applied to a variety of other mixed crystals in this family.
Discussion on Analysis of Effects of Short-Form Video Advertising on the Purc...IIJSRJournal
The purpose of this study is to investigate the impact of informativeness, entertainment, credibility, social interaction, incentives, and irritation of short-form video advertising on social media on the purchase intention of Gen Z in Vietnam through user attitude and advertising value. The methodology is conducting a survey by collecting responses from 1257 respondents who are Gen Z and familiar with social media, which was later analysed using SmartPLS. The main findings are advertising value and user attitude significantly affect customers’ purchase intention; advertising value is directly affected by informativeness, entertainment, and credibility; user attitude is directly affected by social interaction, incentives, and irritation. Finally, the research team proposes some solutions for businesses to increase the purchase intention of Gen Z in Vietnam through short-form video advertising on social media.
Comparison of Glucose in Urine with Likening of Pigeons as Pets IIJSRJournal
If someone is liking pigeons as pets, this may be due to their intelligent, effortless, and loving nature. The chief objectives of this study were to relate pigeon lovers as a pet with the level of glucose in their urine. Around 100 students of Bahauddin Zakariya University Multan Pakistan were participants of this study. Pee has glucose that is measured for measuring the glucose in urine. If glucose is not present in the urine it shows the kidney is working well. There is no major effect of glucose in urine with the love of a pigeon as a pet.
Non-unique Fixed Points of Self Mappings in Bi-metric Spaces IIJSRJournal
In this paper, we prove a few non-unique fixed-point results of mapping on a set with bi-metrics using θ – contraction. We also give an example that justifies our results. In the literature, our result generalized many results.
Research on the Impact of Short-Form Video Advertising on Social Media on the...IIJSRJournal
In recent years, short-form video has become a popular form of advertising on social media. The way consumers make decisions to purchase has changed owing to this new marketing method. This study aims to investigate the impact of informativeness, entertainment, credibility, social interaction, incentives and irritation of short-form video advertising on social media on the purchase intention of Gen Z in Vietnam through user attitude and advertising value. A survey was conducted by collecting responses from 1257 respondents who are Gen Z and familiar with social media, which was later analysed using SmartPLS. The findings revealed that advertising value and user attitude significantly affect customers’ purchase intention. In addition, advertising value is directly affected by informativeness, entertainment and credibility. Meanwhile, user attitude is directly affected by social interaction, incentives and irritation. Finally, the research team propose some solutions for businesses to increase the purchase intention of Gen Z in Vietnam through short-form video advertising on social media.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.
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accidents have been reported and National Highway Authority of India has come up with numerous projects which
have reduced the black spots up to certain extent [2].
Table 2. Vehicle density and fatality rate (report from GOI, 2021)
Sl. No. Year Fatality rate/10,000 vehicles Vehicle density/Km
1 1970 103.5 1.18
2 1980 53.1 3.03
3 1990 28.3 9.65
4 2000 16.2 14.73
5 2010 10.5 27.88
6 2014 7.3 35.3
7 2017 5.8 42.95
Study Area and data
The study area was selected in Bengaluru region through which state highway - 39 passes and for study purpose the
13km stretch of road was selected between 8th
mile to Hesaraghatta. The area location falls between 13.060 N -
13.130 N and 77.500 E - 77.480 E (figure 1)
Fig.1. Location of all black spots recognized (Source, google maps)
The accidents record for the five years in this route was plotted in figure 2 and it was noted that the accidents were
more between 3:00 pm to 9:00 pm.
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Fig.2. Accident time from year 2015 to 2019
In all these black spots from the last 5 year accident data we can observe that highest number of accident were
registered in the year 2018, total number of accidents were 56 and fatal were 9, grievous were 20 and minor were
27. As per the study, most of the fatal accidents were by the motorcycles at these black spots.
Methodology
Weighted severity index (WSI), Method of ranking (MR), accident density (AD) and statistical analysis (SA) are
generally used to identify the black spots [3] in general. In the study WSI and AD are used for the analysis.
Accident Density method
The density estimation is calculated by event density around each point for measured distance from the point of the
event. The unit length considered is 1000 meters. Predetermined numbers of accidents were calculated as average
number of accidents that have occurred per unit length.
Weighted Severity Index
The black spots in WSI are prioritized based on the severity of the location [4] preliminary survey was carried to
identify the probable accident prone location on main road of the study area. It is given by,
WSI = (NfWf+NsWs+NmWm), (1)
Also represented as,
WSI= (41K)+(4GI)+(MI) [2] [6] (2)
Where,
Wf=weight assigned to fatal accidents, Ws=weight assigned to grievous accidents,
Wm= weight assigned to minor accidents, K= number of total fatal accidents,
Nf = number of fatal accidents, GI= number of grievous accidents,
Nf = number of fatal accidents, Ns = number of grievous accidents,
Nm = number of minor accidents, MI = number of minor accidents
From physical survey and geometrical variation, significant four black spots were recognized for the analysis.
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Observations and Summary
The 4 spots considered (Bengaluru Karnataka, India) through WSI and accident density method are given below:
i) Sapthagiri junction
ii) Chikkabanavara
iii) Soladevanahalli near bescom office
iv) TB cross near heasaraghatta
The location details of sapthagiri junction have been represented in figure 3 and table 3.
Fig.3. Location of Sapthagiri engineering college junction
From the figure 3, it can be noted that the foot path provided in not appropriate (1) highlighted in red). Then the
traffic signal (2) is not function, zebra crossing (3) for pedestrians is missing. Then sign boards (4), speed breaker
(5) and other markings are missing.
Table 3. Existing road conditions at Chikkabanavara, India
Sl. No. Categories Sub-categories Specific
1 Police records (FIR) Accidents 34 fatal injuries
2 Road Conditions (IRC:SP027)
Pavement failure
Foot paths
Speed breaker
Completely
Uneven
None
3 Type of Collision
Head on
Back to back
Side sweep
13
20
01
4 Sign Board Sign boards and indication None
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5 Visibility Day and Night Good
6 Bush Clearance Shreds and other None
7 Street Light Halogen or LED Exists
The reduction in speed may reduce the number of accidents [5]. The suggestions to improve the driving experience
are given below:
a) Marking and delineators need to be provided.
b) Mandatory signal and sign board for speed limits
c) Foot path for pedestrians to be provided on both sides
d) The unevenness need to be addressed
e) Standard median to be built upon
The location details of chikkbanavara are given in figure 4 and table 4.
Table 4. Existing road conditions at Chikkabanavara
Sl. No. Categories Sub-categories Specific
1 Police records (FIR) Accidents 29 fatal injuries
2 Road Conditions (IRC:SP027)
Pavement failure
Foot paths
Speed breaker
Partially
Uneven
Non-scientific
3 Type of Collision
Head on
Back to back
Side sweep
12
15
02
4 Sign Board Sign boards and indication None
5 Visibility Day and Night Fair/Bad
6 Bush Clearance Shreds and other Exists
7 Street Light Halogen or LED Does not exists
From figure 4, the issues like sign board, road condition s and others can be observed. So, the suggestions to reduce
the accidents are given below:
a) Marking and delineators need to be provided.
b) Mandatory signal and sign board for speed limits.
c) Foot path for pedestrians to be provided.
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d) All the pot holes need to be filled and natural drains to be provided.
e) Street lights to be provided.
f) Standard median to be built upon.
Fig.4. Location of Chikkabanavara
The location details of soladevanahalli near bescom are given in figure 5 and table 5.
Table 5. Existing road conditions at Soladevanahalli near bescom office
Sl. No. Categories Sub-categories Specific
1 Police records (FIR) Accidents 27 fatal injuries
2 Road Conditions (IRC:SP027)
Pavement failure
Foot paths
Speed breaker
less
None
Non-scientific
3 Type of Collision
Head on
Back to back
Side sweep
12
14
01
4 Sign Board Sign boards and indication None
5 Visibility Day and Night Good/Fair
6 Bush Clearance Shreds and other Exists
7 Street Light Halogen or LED Does not exists
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Fig.5. Location of Soladevanahalli near bescom office
The figure 5 and table 5 also represents the similar problems faced as the others can be observed, so the suggestions
to reduce these are given below:
a) Marking and delineators need to be provided.
b) Mandatory sign boards of speed limit need to be provided
c) Foot path for pedestrians to be provided.
d) Mild pot holes need to be filled
e) Street lights to be provided.
f) Standard median to be built upon.
The location and details of TB cross near hesaraghatta is given in figure 6 and table 6.
Fig.6. Location of TB cross near heasaraghatta
Table 6. Existing road conditions at TB cross near heasaraghatta
Sl. No. Categories Sub-categories Specific
1 Police records (FIR) Accidents 36 fatal injuries
2 Road Conditions (IRC:SP027)
Pavement failure
Foot paths
Speed breaker
Existing pot holes
None
Non-scientific
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3 Type of Collision
Head on
Back to back
Side sweep
15
18
03
4 Sign Board Sign boards and indication None
5 Visibility Day and Night Good
6 Bush Clearance Shreds and other Exists
7 Street Light Halogen or LED Does not exists
The suggestions are listed below:
a) Marking and delineators need to be provided.
b) Mandatory signal and sign board need to be placed.
c) Foot path for pedestrians to be provided.
d) All the pot holes need to be filled.
e) Street lights to be provided.
f) Standard median to be built upon.
From the above analysis the main causes of black spots or accidents depends on design of roads, type of users,
vehicle faults, improper sign boards and other environmental factors. The driving conditions such as over speeding
and drunken driving may also contribute to it.
Conclusions
In the study an attempt was made to find out most vulnerable accident spots at a stretch from 8th mile to
Heasaraghatta. The Weighted severity index (WSI) method and accident density method was used to rank the
accident locations on selected section of State highway-39. The top four spots were selected as black spots as per
WSI value from the collected road traffic accident data and suggestions were also provided to improve the
transportation system. From the analysis it was observed that, most of the accidents are due to collisions between
the vehicles or to the nearby objects. Which is due to bad signage or bad alignment of the road with It is essential to
rectify these severe prone zones to reduce the fatalities [7].
Based on the analysis some of the major observation were drawn and are listed below:
1) The road signs and indications are vital.
2) The road specification must be followed accurately.
3) The consciousness of the drivers is important.
4) Everyone should follow the basic driving guidelines.
5) Proper light facilities and speed breakers need to be provided at specific locations.
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Acknowledgement
The authors thank the Karnataka police department for providing the information to complete the project.
Declarations
Source of Funding
This research did not receive any grant from funding agencies in the public, commercial, or not-for-profit sectors.
Competing Interests Statement
The authors declare no competing financial, professional and personal interests.
Consent for publication
Authors declare that they consented for the publication of this research work.
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