This document summarizes research on using IoT and deep learning technologies to enhance accident safety. It discusses how IoT sensors can detect factors like alcohol consumption and drowsiness in real-time and how deep learning algorithms can analyze data to predict accidents. The document reviews literature on different technological solutions for accident prevention, including alcohol detection systems that use sensors to monitor drivers and prevent intoxicated driving. It highlights the potential of integrating IoT and deep learning to develop comprehensive accident prevention and detection systems.
Cisco Smart Intersections: IoT insights using video analytics and AICarl Jackson
In this trial, IoT, Video Analytics, Deep Learning (DL) and Artificial Intelligence (AI), for the purpose of traffic flow assessment and insights into road user behaviour, were evaluated at an intersection at the AIMES testbed in Melbourne¹ in partnership with: the University of Melbourne, Department of Transport (DOT), IAG and Cisco.
There was an increasing trend from 2010 to 2011 motor traffic accidents in Kuwait City, passengers and pedestrians are always at highest risk of being injured or killed on the road. Quantitative and qualitative results indicated that the technical element of the highway construction, irresponsibility, poor management, cell phones, alcohol and drugs, age of the victims and poor condition of services were the causes of traffic accidents in Kuwait. The study recommended that the government should review legislation regarding employment of drivers, and working conditions of police force should be improved, public road safety campaigns should be conducted, and new driving license system should be imposed. The use of cell phones while driving should be restricted. The hospital and police records should be updated with the number of road victims, the hospital staff, traffic police and ambulance personnel should be considered for intensive training on emergency and preparedness, and regular vehicle inspection should be introduced in Kuwait City.
Keyword: Traffic- accidents-Risk Theory-System Theory-Triangulation- method
There was an increasing trend from 2010 to 2011 motor traffic
accidents in Kuwait City, passengers and pedestrians are
always at highest risk of being injured or killed on the road.
Quantitative and qualitative results indicated that the technical
element of the highway construction, irresponsibility, poor
management, cell phones, alcohol and drugs, age of the
victims and poor condition of services were the causes of
traffic accidents in Kuwait. The study recommended that the
government should review legislation regarding employment
of drivers, and working conditions of police force should be
improved, public road safety campaigns should be conducted,
and new driving license system should be imposed. The use of
cell phones while driving should be restricted. The hospital
and police records should be updated with the number of road
victims, the hospital staff, traffic police and ambulance
personnel should be considered for intensive training on
emergency and preparedness, and regular vehicle inspection
should be introduced in Kuwait City.
Keyword: Traffic- accidents-Risk Theory-System Theory, Triangulation-method
Cisco Smart Intersections: IoT insights using video analytics and AICarl Jackson
In this trial, IoT, Video Analytics, Deep Learning (DL) and Artificial Intelligence (AI), for the purpose of traffic flow assessment and insights into road user behaviour, were evaluated at an intersection at the AIMES testbed in Melbourne¹ in partnership with: the University of Melbourne, Department of Transport (DOT), IAG and Cisco.
There was an increasing trend from 2010 to 2011 motor traffic accidents in Kuwait City, passengers and pedestrians are always at highest risk of being injured or killed on the road. Quantitative and qualitative results indicated that the technical element of the highway construction, irresponsibility, poor management, cell phones, alcohol and drugs, age of the victims and poor condition of services were the causes of traffic accidents in Kuwait. The study recommended that the government should review legislation regarding employment of drivers, and working conditions of police force should be improved, public road safety campaigns should be conducted, and new driving license system should be imposed. The use of cell phones while driving should be restricted. The hospital and police records should be updated with the number of road victims, the hospital staff, traffic police and ambulance personnel should be considered for intensive training on emergency and preparedness, and regular vehicle inspection should be introduced in Kuwait City.
Keyword: Traffic- accidents-Risk Theory-System Theory-Triangulation- method
There was an increasing trend from 2010 to 2011 motor traffic
accidents in Kuwait City, passengers and pedestrians are
always at highest risk of being injured or killed on the road.
Quantitative and qualitative results indicated that the technical
element of the highway construction, irresponsibility, poor
management, cell phones, alcohol and drugs, age of the
victims and poor condition of services were the causes of
traffic accidents in Kuwait. The study recommended that the
government should review legislation regarding employment
of drivers, and working conditions of police force should be
improved, public road safety campaigns should be conducted,
and new driving license system should be imposed. The use of
cell phones while driving should be restricted. The hospital
and police records should be updated with the number of road
victims, the hospital staff, traffic police and ambulance
personnel should be considered for intensive training on
emergency and preparedness, and regular vehicle inspection
should be introduced in Kuwait City.
Keyword: Traffic- accidents-Risk Theory-System Theory, Triangulation-method
Nowadays, road crashes become a growing worldwide problem and result in around 1 million deaths now occurs in developing countries. Huge economic losses are now being incurred annually in the ASEAN countries as a direct result of road crashes and the most recent research suggests annual losses across the region are now in excess of US dollar 14 billion per year (around 2.1% of annual GDP of ASEAN region). In Myanmar, thousands of healthy lives are lost by road accidents comparing with other ASEAN countries. A research was conducted on a section of Pyay road with its high-accident locations to study and evaluate the cause of its frequent accidents. Initial study indicated that most of the accidents were attributed to human elements. This was included by the fact that a high percentage of accident was caused by the collision of moving vehicle and pedestrian. Identifying and removing hazardous spots to improve road safety will primarily requires well documented record on those roads with high-accident locations. These data base can inform to urban transport planner for road safety improvement. Kyaing"Road Accident Study on Some Areas in Yangon" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15944.pdf http://www.ijtsrd.com/engineering/civil-engineering/15944/road-accident-study-on-some-areas-in-yangon/kyaing
An effective road safety management system covers three linked elements: institutional management functions, interventions and results. All countries should ensure that an effective road safety management system is in place.
Road Accident Analysis and Prevention in Nigeria: Experimental and Numerical ...IJASRD Journal
This paper empirically analysed road accident and its prevention in Nigeria. Data for road traffic crashes trend was sourced from Federal Road Safety Corps in Nigeria from 1960 - 2017. The data was tested for stationarity using Augmented Dickey Fuller (ADF) test, while the co-integration was conducted using Johansen’s methodology. Least Square estimate was employed for the empirical analysis. The results show that there is long run equilibrium relationship between total number of casualties, total number of fatal cases and total number of minor cases of accidents in Nigeria. The results show that there is positive and significant relationship between fatal cases, severe cases and total number of casualties, while minor cases have negative and significant relationship with total number of casualties. The study therefore recommends that government should invest massively in road transportation infrastructure in order to repair dilapidated roads, expand narrow roads and construct new ones. Government should legislate and enforce installation of speed limit devices for all vehicles operating on Nigerian roads to reduce reckless speeding on the highways which will definitely reduce total number of accidents and casualties on Nigerian roads.
Analysis of Traffic Law Violations and Traffic Accidents with their Enforceme...AI Publications
More than about 1.24 million of people killed each year due to road traffic crashes worldwide. Out of these deaths, more than one fifth occur among pedestrians Promoting the level of road traffic law enforcement plays a great role in reducing traffic crashes. For assessing of traffic law enforcement, the registered data of traffic violation for the years 2015-2017 were taken from the Traffic Police Department to describe the activities of traffic police personnel in enforcing traffic laws. The violations were categorized into four groups: -those related to driving, vehicle, parking and others, and Traffic Law Enforcement into safety and other traffic law enforcement activities. The types of vehicles involved in the violations were categorized as cars, small load vehicles, motor-cycles, Bajaj and other. Traffic Police had registered a total of 77 traffic-law violation in the year 2015,65 in the year 2016, and 86 in the year 2017. Driving violation was the highest registered violation in the three years, and it was slightly higher in 2017. The categories of cars and small load vehicles were the highest registered vehicles in number of violations with in the three years. For motorized two wheeler vehicles the highest number of registered violation in the three years were the one that related to driving. Out of all vehicle related and other violations were registered more commonly for cars in 2015 and 2016 respectively. From the registered violations, parking related violation was occurred only in 2017. The safety related traffic law enforcement was 89.96 % of the total traffic law enforcement activity.
Road safety and accident prevention in IndiaRohit Sharma
Road accidents are a human tragedy. They involve high human suffering and monetary costs in terms of untimely deaths, injuries and loss of potential income. Although we have undertaken many initiatives and are implementing various road safety improvement program the overall situation as revealed by data is far from satisfactory. During the calendar year 2010, there were close to 5 lakh road accidents in India, which resulted in more than 1.3 lakh persons. These numbers translate intone road accident every minute, and one road accident death every 4 minutes. Unfortunately, more than half the victims are in the economically active age group of 25-65 years. The loss of the main bread winner can be catastrophic.
Road traffic accidents are amenable to remedial action. Many a countries have curbed the menace of road accidents by
adopting a multipronged approach to road safety that encompasses broad range of measures, such as, traffic management, design and quality of road infrastructure, application of intelligent transport system, safer vehicles, law enforcement, effective and quick accident response and care etc. The Government alone cannot tackle road safety problems. There is a need for active involvement of all stake- holders to promote policy reform and implementation of road safety measures.
Addressing road safety is comprehensive manner underscores the need to involve multiple agencies and sectors like health, transport and police. The present study provides the magnitude and various dimensions of road accident in India. The analysis on road accidents in this study will help to create awareness, guidelines and assist in informed decision making on road safety.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Nowadays, road crashes become a growing worldwide problem and result in around 1 million deaths now occurs in developing countries. Huge economic losses are now being incurred annually in the ASEAN countries as a direct result of road crashes and the most recent research suggests annual losses across the region are now in excess of US dollar 14 billion per year (around 2.1% of annual GDP of ASEAN region). In Myanmar, thousands of healthy lives are lost by road accidents comparing with other ASEAN countries. A research was conducted on a section of Pyay road with its high-accident locations to study and evaluate the cause of its frequent accidents. Initial study indicated that most of the accidents were attributed to human elements. This was included by the fact that a high percentage of accident was caused by the collision of moving vehicle and pedestrian. Identifying and removing hazardous spots to improve road safety will primarily requires well documented record on those roads with high-accident locations. These data base can inform to urban transport planner for road safety improvement. Kyaing"Road Accident Study on Some Areas in Yangon" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd15944.pdf http://www.ijtsrd.com/engineering/civil-engineering/15944/road-accident-study-on-some-areas-in-yangon/kyaing
An effective road safety management system covers three linked elements: institutional management functions, interventions and results. All countries should ensure that an effective road safety management system is in place.
Road Accident Analysis and Prevention in Nigeria: Experimental and Numerical ...IJASRD Journal
This paper empirically analysed road accident and its prevention in Nigeria. Data for road traffic crashes trend was sourced from Federal Road Safety Corps in Nigeria from 1960 - 2017. The data was tested for stationarity using Augmented Dickey Fuller (ADF) test, while the co-integration was conducted using Johansen’s methodology. Least Square estimate was employed for the empirical analysis. The results show that there is long run equilibrium relationship between total number of casualties, total number of fatal cases and total number of minor cases of accidents in Nigeria. The results show that there is positive and significant relationship between fatal cases, severe cases and total number of casualties, while minor cases have negative and significant relationship with total number of casualties. The study therefore recommends that government should invest massively in road transportation infrastructure in order to repair dilapidated roads, expand narrow roads and construct new ones. Government should legislate and enforce installation of speed limit devices for all vehicles operating on Nigerian roads to reduce reckless speeding on the highways which will definitely reduce total number of accidents and casualties on Nigerian roads.
Analysis of Traffic Law Violations and Traffic Accidents with their Enforceme...AI Publications
More than about 1.24 million of people killed each year due to road traffic crashes worldwide. Out of these deaths, more than one fifth occur among pedestrians Promoting the level of road traffic law enforcement plays a great role in reducing traffic crashes. For assessing of traffic law enforcement, the registered data of traffic violation for the years 2015-2017 were taken from the Traffic Police Department to describe the activities of traffic police personnel in enforcing traffic laws. The violations were categorized into four groups: -those related to driving, vehicle, parking and others, and Traffic Law Enforcement into safety and other traffic law enforcement activities. The types of vehicles involved in the violations were categorized as cars, small load vehicles, motor-cycles, Bajaj and other. Traffic Police had registered a total of 77 traffic-law violation in the year 2015,65 in the year 2016, and 86 in the year 2017. Driving violation was the highest registered violation in the three years, and it was slightly higher in 2017. The categories of cars and small load vehicles were the highest registered vehicles in number of violations with in the three years. For motorized two wheeler vehicles the highest number of registered violation in the three years were the one that related to driving. Out of all vehicle related and other violations were registered more commonly for cars in 2015 and 2016 respectively. From the registered violations, parking related violation was occurred only in 2017. The safety related traffic law enforcement was 89.96 % of the total traffic law enforcement activity.
Road safety and accident prevention in IndiaRohit Sharma
Road accidents are a human tragedy. They involve high human suffering and monetary costs in terms of untimely deaths, injuries and loss of potential income. Although we have undertaken many initiatives and are implementing various road safety improvement program the overall situation as revealed by data is far from satisfactory. During the calendar year 2010, there were close to 5 lakh road accidents in India, which resulted in more than 1.3 lakh persons. These numbers translate intone road accident every minute, and one road accident death every 4 minutes. Unfortunately, more than half the victims are in the economically active age group of 25-65 years. The loss of the main bread winner can be catastrophic.
Road traffic accidents are amenable to remedial action. Many a countries have curbed the menace of road accidents by
adopting a multipronged approach to road safety that encompasses broad range of measures, such as, traffic management, design and quality of road infrastructure, application of intelligent transport system, safer vehicles, law enforcement, effective and quick accident response and care etc. The Government alone cannot tackle road safety problems. There is a need for active involvement of all stake- holders to promote policy reform and implementation of road safety measures.
Addressing road safety is comprehensive manner underscores the need to involve multiple agencies and sectors like health, transport and police. The present study provides the magnitude and various dimensions of road accident in India. The analysis on road accidents in this study will help to create awareness, guidelines and assist in informed decision making on road safety.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
CFD Simulation of By-pass Flow in a HRSG module by R&R Consult.pptxR&R Consult
CFD analysis is incredibly effective at solving mysteries and improving the performance of complex systems!
Here's a great example: At a large natural gas-fired power plant, where they use waste heat to generate steam and energy, they were puzzled that their boiler wasn't producing as much steam as expected.
R&R and Tetra Engineering Group Inc. were asked to solve the issue with reduced steam production.
An inspection had shown that a significant amount of hot flue gas was bypassing the boiler tubes, where the heat was supposed to be transferred.
R&R Consult conducted a CFD analysis, which revealed that 6.3% of the flue gas was bypassing the boiler tubes without transferring heat. The analysis also showed that the flue gas was instead being directed along the sides of the boiler and between the modules that were supposed to capture the heat. This was the cause of the reduced performance.
Based on our results, Tetra Engineering installed covering plates to reduce the bypass flow. This improved the boiler's performance and increased electricity production.
It is always satisfying when we can help solve complex challenges like this. Do your systems also need a check-up or optimization? Give us a call!
Work done in cooperation with James Malloy and David Moelling from Tetra Engineering.
More examples of our work https://www.r-r-consult.dk/en/cases-en/
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.