This document describes an IoT-based system for monitoring and controlling warehouse parameters. The system uses wireless sensors to monitor temperature, humidity, LPG, CO, and methane levels. It provides real-time location coordinates and sensor data to reduce waste. The sensor data is sent to a base station via Bluetooth and displayed. It is also pushed to the cloud and stored in an Excel spreadsheet. The spreadsheet data is converted to a PDF and emailed daily. A mobile app allows remote monitoring and control via relays. The system alerts if temperature exceeds set points and updates data automatically.
IoT Based Water Level Monitoring System with an Android Applicationrahulmonikasharma
The principle objective of our assignment is to display the water level as well as controlling with IoT and android application. Wastage of water within the modern state of affairs, merely because of overflowing tanks isn't less expensive. Conventional water tanks can neither reveal nor manage the water stage in tank, main to huge amount of wastage. A few different technologies had sure drawbacks in a few or the alternative way. The want of removal of those quick-comings and offering an efficient and competitively priced solution has been the principle focus of this assignment. The IoT platform we are using is Arduino which is an open source. The water level within the water tank is split into most, minimal and nominal degrees indicated by using exclusive colorings for each. An ultrasonic sensor is positioned on the floor of the tank to sense the water stage and the distance is dispatched to the android utility through Arduino. We can display the tank manually using an on/off button provided within the android utility. The android application is a user interface which displays the tank format, a button for guide operation and a led for indicating the motor popularity.
IoT Based Water Quality Monitoring System for Smart CitiesYogeshIJTSRD
Since from the last centuries, water has been affected due to many parameters and actions done by human beings. Due to these actions drinking water becomes dangerous and harmful with increase in living population and also due to global warming and changes in natural climate. So, in upcoming generation we need safe drinking water for all living things. For these safety measures we need to first monitor the quality of the drinking water. In earlier days, people used some manual types of measurements for monitoring the water. But it takes more time and it has less efficiency. So, we need a better idea to check the quality of the water because water is more essential for all living things. By considering all these necessities, we develop a new methodology for monitoring the quality of the given water using IOT environment with low level of cost and with high efficiency. We also ensure real time data value by developing a web application using wi fi module, which can be accessed at anywhere. A. Guna Selvi | S. Vibhithra | A. John Clement Sunder "IoT Based Water Quality Monitoring System for Smart Cities" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd40058.pdf Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/40058/iot-based-water-quality-monitoring-system-for-smart-cities/a-guna-selvi
Smart real time embedded arduino based data acquisition systemeSAT Journals
Abstract In this paper, an effort has been made to design and develop a smart real time embedded Arduino based data logger for indoor and outdoor environment. The present work has been concentrated to environmental parameters such as temperature, humidity and solar insolation. The data logger is proposed to be developed with the use of Arduino Uno based on ATmega328. The Arduino Microcontroller board is used which has inbuilt ADC and other peripheral circuitry necessary for operation. The physical parameter is sensed by the sensors and is converted into analog signal. This analog signal is fed to the Arduino board ADC pins which is then converted in to an equivalent digital quantity and is further processed in the microcontroller. The raw digital signal or processed signal out of microcontroller may be displayed on the LCD display or it’s saved in a database or even at the same time this data is sent to computer through the USB serial port. The serial port data is then accessed and is imported in Microsoft excel for computation and graphical representation. Key Words: Arduino Uno, ATmega328, DHT 11, Solar cell, LCD etc.
IoT Based Water Level Monitoring System with an Android Applicationrahulmonikasharma
The principle objective of our assignment is to display the water level as well as controlling with IoT and android application. Wastage of water within the modern state of affairs, merely because of overflowing tanks isn't less expensive. Conventional water tanks can neither reveal nor manage the water stage in tank, main to huge amount of wastage. A few different technologies had sure drawbacks in a few or the alternative way. The want of removal of those quick-comings and offering an efficient and competitively priced solution has been the principle focus of this assignment. The IoT platform we are using is Arduino which is an open source. The water level within the water tank is split into most, minimal and nominal degrees indicated by using exclusive colorings for each. An ultrasonic sensor is positioned on the floor of the tank to sense the water stage and the distance is dispatched to the android utility through Arduino. We can display the tank manually using an on/off button provided within the android utility. The android application is a user interface which displays the tank format, a button for guide operation and a led for indicating the motor popularity.
IoT Based Water Quality Monitoring System for Smart CitiesYogeshIJTSRD
Since from the last centuries, water has been affected due to many parameters and actions done by human beings. Due to these actions drinking water becomes dangerous and harmful with increase in living population and also due to global warming and changes in natural climate. So, in upcoming generation we need safe drinking water for all living things. For these safety measures we need to first monitor the quality of the drinking water. In earlier days, people used some manual types of measurements for monitoring the water. But it takes more time and it has less efficiency. So, we need a better idea to check the quality of the water because water is more essential for all living things. By considering all these necessities, we develop a new methodology for monitoring the quality of the given water using IOT environment with low level of cost and with high efficiency. We also ensure real time data value by developing a web application using wi fi module, which can be accessed at anywhere. A. Guna Selvi | S. Vibhithra | A. John Clement Sunder "IoT Based Water Quality Monitoring System for Smart Cities" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-3 , April 2021, URL: https://www.ijtsrd.com/papers/ijtsrd40058.pdf Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/40058/iot-based-water-quality-monitoring-system-for-smart-cities/a-guna-selvi
Smart real time embedded arduino based data acquisition systemeSAT Journals
Abstract In this paper, an effort has been made to design and develop a smart real time embedded Arduino based data logger for indoor and outdoor environment. The present work has been concentrated to environmental parameters such as temperature, humidity and solar insolation. The data logger is proposed to be developed with the use of Arduino Uno based on ATmega328. The Arduino Microcontroller board is used which has inbuilt ADC and other peripheral circuitry necessary for operation. The physical parameter is sensed by the sensors and is converted into analog signal. This analog signal is fed to the Arduino board ADC pins which is then converted in to an equivalent digital quantity and is further processed in the microcontroller. The raw digital signal or processed signal out of microcontroller may be displayed on the LCD display or it’s saved in a database or even at the same time this data is sent to computer through the USB serial port. The serial port data is then accessed and is imported in Microsoft excel for computation and graphical representation. Key Words: Arduino Uno, ATmega328, DHT 11, Solar cell, LCD etc.
Internet of Things IoT conceptualizes the idea of remotely connecting and monitoring real world objects things through the Internet. When it comes to a house, this concept can be aptly incorporated to make it smarter, safer and automated. This project presents an approach to incorporate a two level biometric based security system in deploying Internet of Things IoT for smart home system, together with due consideration given to user convenience in operating the system using an android based application to monitor, control the electronic appliances in the house. The objective of the proposed system is to ensure that the access to enter the house and thereby render the services of certain automated electronic applications are only by the legitimate users, and not anyone else. By using biometrics it is possible to confirm or establish an individual's identity. Biometrics has the potential to make authentication dramatically faster, easier and more secure than traditional passwords. This project adds mainly four features security, safety, control and monitoring to home automation. This approach ensures to provide all the operations done smartly thus avoiding any manual interventions until necessary. This project differentiates itself from others as it provides a low cost effective, compact and reliable secured home control and monitoring system with the aid of biometric fingerprint authentication and biometric face recognition systems for access and to control the equipment and devices remotely using an application over a portable Android device. The proposed system is implemented on atmega328 based arduino microcontroller board. Face recognition is achieved using matlab. Dr. B. Kedarnath | M. Lalitha Priya | G. Anusha | K. Vamshi "A Secure IoT Enabled Smart Home System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31010.pdf Paper Url :https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/31010/a-secure-iot-enabled-smart-home-system/dr-b-kedarnath
Implementation of Internet of Things for Water Quality Monitoringijtsrd
To make sure the safe supply of the drinking water the quality of the water needs to be monitored. As the monitoring of the water parameter is a complex process as it has been going through several laboratory testing processes and though it is time consuming. The system for monitoring the water quality in the Internet of Things IoT consists of a number of sensors which are used for measuring the parameters of the water these parameters are temperature, pH, turbidity, and CO2 of the water. The measured values of the parameter from the sensors can be processed by Arduino pro mini microcontroller which can be used as a core controller. System focus on continuous monitoring of water in the IOT platform. Internet of things is the network of physical objects embedded with electronics, sensors, software, and network connectivity. Monitoring water parameter can be done from anywhere as a central office using thinger.io which is an open source IoT platform as free server data can be continuously pushed on the cloud so we can see data in real time operation. Sensors are connected with the Arduino pro mini and this can send the parameter value to the Wi Fi module ESP8266 which require internet for sending this parameter values to thinger.io from the thinger.io anyone can see the real time values of the water parameter and these values are also shown on the LCD16×2 screen which is connected to the microcontroller. Priya S. Bhagat | Dr. Vijay S. Gulhane | Prof. Tanuj S. Rohankar ""Implementation of Internet of Things for Water Quality Monitoring"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23655.pdf
Paper URL: https://www.ijtsrd.com/engineering/information-technology/23655/implementation-of-internet-of-things-for-water-quality-monitoring/priya-s-bhagat
IoT Based Detection of Leakages in Gas Pipesijtsrd
In industries leakage of Gas in the pipeline is a major issue nowadays. Leakage is defined as the accidental admission or escape of fluid through a hole or crack from the pipe. Gas leakages lead to losses as well as fire accidents. This project takes the control over automatic detection of leakages than the man power and thus reduce loss. Here we propose an inventive robot that clings on to the outer surface of the gas pipe and moves along the pipe to check for leakages. The kit consists of MQ5 gas sensor to detect the gas leakages. The robot moves continuously along the metal pipe, if there any presence of leakage the particular position is sensed by ultrasonic sensor and the message is send to the IOT through Wi Fi module. P. Anitha | K. Saranya ""IoT Based Detection of Leakages in Gas Pipes"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23722.pdf
Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/23722/iot-based-detection-of-leakages-in-gas-pipes/p-anitha
IoT based temperature and humidity monitoring frameworkjournalBEEI
This study explored the use of Internet of Things (IoT) in monitoring the temperature and humidity of a data centre in real-time using a simple monitoring system to determine the relationship and difference between temperature and humidity with respect to the different locations of measurements. The development of temperature and humidity monitoring system was accomplished using the proposed framework and has been deployed at the data centre of Politeknik Muadzam Shah, where the readings were recorded and sent to an IoT platform of AT&T M2X to be stored. The data was then retrieved and analysed showing that there was a significant difference in temperature and humidity measured at different locations. X The monitoring system was also successful in detecting extreme changes in temperature and humidity and automatically send a notification to IT personnel via e-mail, short messaging service (SMS) and mobile push notification for further action.
Io t based water level monitoring system of dams insangamesh kumbar
IoT-BASED WATER LEVEL MONITORING SYSTEM OF DAMS IN KARNATAKA,This project proposes a wireless solution, based on Global System for Mobile Communication (GSM) network for the monitoring and controlling of the dams water level parameter.
The equipment uses an ultrasonic sensor device to accurately measure and determine the waters in real time.
The standalone Water Level Monitoring System is equipped with solar panel and makes use of an ultrasonic sensor to measure the rate of change of water level using the principle similar to radar and sonar.
The sensor calculates the time interval between sending the signal and receiving the echo to determine the water level.
The information collected is then transmitted to a central server at a predefined interval, via SMS.
Smart Water Monitoring System using Cloud Serviceijtsrd
Water is the basic need for survival. Hence, the wastage of it is not tolerable. Water scarcity is the lack of sufficient available water resources to meet water needs within a region. Its effects are spread all over the world and around 2.8 billion people are affected by it. More than 1.2 billion people lack access to clean drinking water. Therefore, water monitoring has become an important subject of matter. The project Water Monitoring System for Smart Village using cloud service, as the name says it is all about monitoring of water right from small villages, townships to entire urban infrastructure. The project deals with the efficient monitoring of water using Internet of Things IoT technology enabled by sensors. The sensor network can be flexible expanded and shrunk according to the requirements of setup. It is used for remotely controlling the water flow, cutting the water supply, monitoring and analyzing the water usage across the nodes, with the help of cloud connectivity. Further, more statistical data can be gathered and can be used by govt. authorities for defining policies, strategies and billing calculations. So ultimately, this will help to conserve and efficiently utilize the natural resource. Using IoT takes into account of waste wastage right from small village to large scale. It can also control the water usage in a precise way. Divya YA "Smart Water Monitoring System using Cloud Service" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21379.pdf
Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/21379/smart-water-monitoring-system-using-cloud-service/divya-ya
Internet of Things IoT conceptualizes the idea of remotely connecting and monitoring real world objects things through the Internet. When it comes to a house, this concept can be aptly incorporated to make it smarter, safer and automated. This project presents an approach to incorporate a two level biometric based security system in deploying Internet of Things IoT for smart home system, together with due consideration given to user convenience in operating the system using an android based application to monitor, control the electronic appliances in the house. The objective of the proposed system is to ensure that the access to enter the house and thereby render the services of certain automated electronic applications are only by the legitimate users, and not anyone else. By using biometrics it is possible to confirm or establish an individual's identity. Biometrics has the potential to make authentication dramatically faster, easier and more secure than traditional passwords. This project adds mainly four features security, safety, control and monitoring to home automation. This approach ensures to provide all the operations done smartly thus avoiding any manual interventions until necessary. This project differentiates itself from others as it provides a low cost effective, compact and reliable secured home control and monitoring system with the aid of biometric fingerprint authentication and biometric face recognition systems for access and to control the equipment and devices remotely using an application over a portable Android device. The proposed system is implemented on atmega328 based arduino microcontroller board. Face recognition is achieved using matlab. Dr. B. Kedarnath | M. Lalitha Priya | G. Anusha | K. Vamshi "A Secure IoT Enabled Smart Home System" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-4 , June 2020, URL: https://www.ijtsrd.com/papers/ijtsrd31010.pdf Paper Url :https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/31010/a-secure-iot-enabled-smart-home-system/dr-b-kedarnath
Implementation of Internet of Things for Water Quality Monitoringijtsrd
To make sure the safe supply of the drinking water the quality of the water needs to be monitored. As the monitoring of the water parameter is a complex process as it has been going through several laboratory testing processes and though it is time consuming. The system for monitoring the water quality in the Internet of Things IoT consists of a number of sensors which are used for measuring the parameters of the water these parameters are temperature, pH, turbidity, and CO2 of the water. The measured values of the parameter from the sensors can be processed by Arduino pro mini microcontroller which can be used as a core controller. System focus on continuous monitoring of water in the IOT platform. Internet of things is the network of physical objects embedded with electronics, sensors, software, and network connectivity. Monitoring water parameter can be done from anywhere as a central office using thinger.io which is an open source IoT platform as free server data can be continuously pushed on the cloud so we can see data in real time operation. Sensors are connected with the Arduino pro mini and this can send the parameter value to the Wi Fi module ESP8266 which require internet for sending this parameter values to thinger.io from the thinger.io anyone can see the real time values of the water parameter and these values are also shown on the LCD16×2 screen which is connected to the microcontroller. Priya S. Bhagat | Dr. Vijay S. Gulhane | Prof. Tanuj S. Rohankar ""Implementation of Internet of Things for Water Quality Monitoring"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23655.pdf
Paper URL: https://www.ijtsrd.com/engineering/information-technology/23655/implementation-of-internet-of-things-for-water-quality-monitoring/priya-s-bhagat
IoT Based Detection of Leakages in Gas Pipesijtsrd
In industries leakage of Gas in the pipeline is a major issue nowadays. Leakage is defined as the accidental admission or escape of fluid through a hole or crack from the pipe. Gas leakages lead to losses as well as fire accidents. This project takes the control over automatic detection of leakages than the man power and thus reduce loss. Here we propose an inventive robot that clings on to the outer surface of the gas pipe and moves along the pipe to check for leakages. The kit consists of MQ5 gas sensor to detect the gas leakages. The robot moves continuously along the metal pipe, if there any presence of leakage the particular position is sensed by ultrasonic sensor and the message is send to the IOT through Wi Fi module. P. Anitha | K. Saranya ""IoT Based Detection of Leakages in Gas Pipes"" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23722.pdf
Paper URL: https://www.ijtsrd.com/engineering/electronics-and-communication-engineering/23722/iot-based-detection-of-leakages-in-gas-pipes/p-anitha
IoT based temperature and humidity monitoring frameworkjournalBEEI
This study explored the use of Internet of Things (IoT) in monitoring the temperature and humidity of a data centre in real-time using a simple monitoring system to determine the relationship and difference between temperature and humidity with respect to the different locations of measurements. The development of temperature and humidity monitoring system was accomplished using the proposed framework and has been deployed at the data centre of Politeknik Muadzam Shah, where the readings were recorded and sent to an IoT platform of AT&T M2X to be stored. The data was then retrieved and analysed showing that there was a significant difference in temperature and humidity measured at different locations. X The monitoring system was also successful in detecting extreme changes in temperature and humidity and automatically send a notification to IT personnel via e-mail, short messaging service (SMS) and mobile push notification for further action.
Io t based water level monitoring system of dams insangamesh kumbar
IoT-BASED WATER LEVEL MONITORING SYSTEM OF DAMS IN KARNATAKA,This project proposes a wireless solution, based on Global System for Mobile Communication (GSM) network for the monitoring and controlling of the dams water level parameter.
The equipment uses an ultrasonic sensor device to accurately measure and determine the waters in real time.
The standalone Water Level Monitoring System is equipped with solar panel and makes use of an ultrasonic sensor to measure the rate of change of water level using the principle similar to radar and sonar.
The sensor calculates the time interval between sending the signal and receiving the echo to determine the water level.
The information collected is then transmitted to a central server at a predefined interval, via SMS.
Smart Water Monitoring System using Cloud Serviceijtsrd
Water is the basic need for survival. Hence, the wastage of it is not tolerable. Water scarcity is the lack of sufficient available water resources to meet water needs within a region. Its effects are spread all over the world and around 2.8 billion people are affected by it. More than 1.2 billion people lack access to clean drinking water. Therefore, water monitoring has become an important subject of matter. The project Water Monitoring System for Smart Village using cloud service, as the name says it is all about monitoring of water right from small villages, townships to entire urban infrastructure. The project deals with the efficient monitoring of water using Internet of Things IoT technology enabled by sensors. The sensor network can be flexible expanded and shrunk according to the requirements of setup. It is used for remotely controlling the water flow, cutting the water supply, monitoring and analyzing the water usage across the nodes, with the help of cloud connectivity. Further, more statistical data can be gathered and can be used by govt. authorities for defining policies, strategies and billing calculations. So ultimately, this will help to conserve and efficiently utilize the natural resource. Using IoT takes into account of waste wastage right from small village to large scale. It can also control the water usage in a precise way. Divya YA "Smart Water Monitoring System using Cloud Service" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-2 , February 2019, URL: https://www.ijtsrd.com/papers/ijtsrd21379.pdf
Paper URL: https://www.ijtsrd.com/engineering/computer-engineering/21379/smart-water-monitoring-system-using-cloud-service/divya-ya
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.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
The papers for publication in The International Journal of Engineering& Science are selected through rigorous peer reviews to ensure originality, timeliness, relevance, and readability.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
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.
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.