We at Jaxbird recognize the importance of custom software development and offer offshore software services that provide cutting edge solutions utilizing the latest technology.
Yankee Doodle Corporation is being sued by Julie Fisher for injuries sustained in a slip and fall accident on the stairs of their restaurant. The legal memorandum analyzes whether Yankee Doodle had a duty of care to customers like Fisher, and if they breached that duty. The summary concludes that Yankee Doodle did have a duty of care as Fisher was an invitee. Yankee Doodle breached this duty through violations of building code standards for handrails, failure to address spillage or install non-skid strips on steep stairs, and lack of procedures to keep the area clean. These factors created an unreasonably dangerous condition.
This short document promotes creating presentations using Haiku Deck, a tool for making slideshows. It encourages the reader to get started making their own Haiku Deck presentation and sharing it on SlideShare. In just one sentence, it pitches the idea of using Haiku Deck to easily create engaging slideshow presentations.
This short document promotes creating presentations using Haiku Deck on SlideShare. It provides a stock photo and encourages the reader to get started making their own Haiku Deck presentation by clicking a button labeled "GET STARTED".
Este documento contiene información sobre diferentes materiales usados en tecnología como la fibra óptica, semiconductores, superconductividad y vidrio. También habla sobre aleaciones ligeras.
El documento describe el B-Learning o aprendizaje combinado, que consiste en un proceso semipresencial que incluye tanto clases presenciales como actividades de e-learning. Aprovecha las ventajas de la formación en línea y presencial, permitiendo un aprendizaje flexible y autónomo para los estudiantes a través de herramientas tecnológicas. El modelo más común es una combinación definida de contenidos y actividades presenciales y virtuales, con el objetivo de garantizar el éxito del proceso formativo.
Este documento presenta la misión, visión, reglamentos y políticas de la Universidad Minuto de Dios. Su misión es ofrecer educación de calidad para jóvenes guiados por la espiritualidad, y su visión es lograr excelencia académica. Los reglamentos incluyen el régimen académico, porcentajes de faltas permitidas, horario de clases, métodos de notación y otras políticas estudiantiles.
We at Jaxbird recognize the importance of custom software development and offer offshore software services that provide cutting edge solutions utilizing the latest technology.
Yankee Doodle Corporation is being sued by Julie Fisher for injuries sustained in a slip and fall accident on the stairs of their restaurant. The legal memorandum analyzes whether Yankee Doodle had a duty of care to customers like Fisher, and if they breached that duty. The summary concludes that Yankee Doodle did have a duty of care as Fisher was an invitee. Yankee Doodle breached this duty through violations of building code standards for handrails, failure to address spillage or install non-skid strips on steep stairs, and lack of procedures to keep the area clean. These factors created an unreasonably dangerous condition.
This short document promotes creating presentations using Haiku Deck, a tool for making slideshows. It encourages the reader to get started making their own Haiku Deck presentation and sharing it on SlideShare. In just one sentence, it pitches the idea of using Haiku Deck to easily create engaging slideshow presentations.
This short document promotes creating presentations using Haiku Deck on SlideShare. It provides a stock photo and encourages the reader to get started making their own Haiku Deck presentation by clicking a button labeled "GET STARTED".
Este documento contiene información sobre diferentes materiales usados en tecnología como la fibra óptica, semiconductores, superconductividad y vidrio. También habla sobre aleaciones ligeras.
El documento describe el B-Learning o aprendizaje combinado, que consiste en un proceso semipresencial que incluye tanto clases presenciales como actividades de e-learning. Aprovecha las ventajas de la formación en línea y presencial, permitiendo un aprendizaje flexible y autónomo para los estudiantes a través de herramientas tecnológicas. El modelo más común es una combinación definida de contenidos y actividades presenciales y virtuales, con el objetivo de garantizar el éxito del proceso formativo.
Este documento presenta la misión, visión, reglamentos y políticas de la Universidad Minuto de Dios. Su misión es ofrecer educación de calidad para jóvenes guiados por la espiritualidad, y su visión es lograr excelencia académica. Los reglamentos incluyen el régimen académico, porcentajes de faltas permitidas, horario de clases, métodos de notación y otras políticas estudiantiles.
mision y vision a futuro de lo que se quiere y se requiere en la empresa para ser consolidada y tener un mejor proyecto para que la empresa tenga un futuro prospero
This document summarizes common traffic control signs and signals:
Red lights require a complete stop, yellow lights mean slow down and stop if possible, and green lights allow proceeding with caution and yielding to pedestrians. Pedestrian signals show walking or raised hand icons. Red arrows are treated the same as red lights for the indicated direction, while yellow and green arrows only apply to the directed turn. Flashing red lights are stop signs and flashing yellow lights require caution.
El documento presenta los propósitos para el nuevo año de un grupo de estudiantes, los cuales incluyen cumplir con sus tareas responsablemente, estudiar para obtener buenas calificaciones en los exámenes de ingreso a la universidad, y graduarse manteniendo la unión entre compañeras. Propone cumplir estos objetivos entregando todas las tareas, preparándose con esfuerzo y aprovechando todas las oportunidades, además de reflexionar sobre el nuevo año como una oportunidad para ser mejores personas.
Este documento presenta los 10 autos más rápidos del mundo, encabezados por el Bugatti Veyron, Koenigsegg CCX, Saleen S7 y McLaren F1. El autor escogió este tema debido a su interés en la velocidad máxima que pueden alcanzar los automóviles.
El documento describe el B-Learning o aprendizaje combinado, que consiste en un proceso semipresencial que incluye tanto clases presenciales como actividades de e-learning. Aprovecha las ventajas de la formación en línea y presencial, permitiendo un aprendizaje flexible y autónomo para los estudiantes a través del uso de herramientas tecnológicas. El modelo más común es una combinación definida de contenidos y actividades presenciales y virtuales, logrando así el éxito del proceso formativo a trav
El documento resume la historia de Radio Mundial Adventista (AWR), desde su inicio en 1923 hasta 2010. Algunos puntos clave incluyen: 1) La primera estación de radio Adventista se estableció en 1923 en Michigan. 2) En 1971, AWR comenzó a arrendar tiempo al aire en Portugal para transmitir a Europa y la Unión Soviética en 10 idiomas. 3) En 1987, AWR puso en servicio dos transmisores de 100 kW en Guam para emitir en 11 idiomas en Asia.
El documento consiste en una sola palabra, "video", que probablemente se refiere a un archivo de video o contenido de video. No hay suficiente contexto o detalles en el documento para generar un resumen más completo de 3 oraciones.
El libro Bajo el Espino narra la historia de tres hermanos irlandeses, Eily, Michael y Peggy, que se quedan huérfanos durante la gran hambruna en Irlanda cuando su madre muere buscando a su padre. Para evitar ser llevados a un hospicio, los niños deciden emprender un peligroso viaje para encontrar a sus tías lejanas que tienen una pastelería.
El PSOE de Andalucía presenta una propuesta a la Junta Municipal del Distrito Este-Alcosa-Torreblanca sobre problemas en la calle Indonesia y alrededores en Sevilla Este, como la deficiente iluminación, la necesidad de zonas de carga y descarga, el abandono de zonas infantiles y plagas de ratas. Proponen soluciones como sustituir el arbolado y alumbrado público e implementar planes de limpieza, mantenimiento y desratización.
El documento habla sobre la importancia de leer con los niños desde que nacen para fomentar su amor por la lectura, recomendando elegir libros adecuados para su edad y capacidad y crear un ambiente de lectura en el hogar y la escuela donde los niños vean a los adultos leer.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
AI for Legal Research with applications, toolsmahaffeycheryld
AI applications in legal research include rapid document analysis, case law review, and statute interpretation. AI-powered tools can sift through vast legal databases to find relevant precedents and citations, enhancing research accuracy and speed. They assist in legal writing by drafting and proofreading documents. Predictive analytics help foresee case outcomes based on historical data, aiding in strategic decision-making. AI also automates routine tasks like contract review and due diligence, freeing up lawyers to focus on complex legal issues. These applications make legal research more efficient, cost-effective, and accessible.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
mision y vision a futuro de lo que se quiere y se requiere en la empresa para ser consolidada y tener un mejor proyecto para que la empresa tenga un futuro prospero
This document summarizes common traffic control signs and signals:
Red lights require a complete stop, yellow lights mean slow down and stop if possible, and green lights allow proceeding with caution and yielding to pedestrians. Pedestrian signals show walking or raised hand icons. Red arrows are treated the same as red lights for the indicated direction, while yellow and green arrows only apply to the directed turn. Flashing red lights are stop signs and flashing yellow lights require caution.
El documento presenta los propósitos para el nuevo año de un grupo de estudiantes, los cuales incluyen cumplir con sus tareas responsablemente, estudiar para obtener buenas calificaciones en los exámenes de ingreso a la universidad, y graduarse manteniendo la unión entre compañeras. Propone cumplir estos objetivos entregando todas las tareas, preparándose con esfuerzo y aprovechando todas las oportunidades, además de reflexionar sobre el nuevo año como una oportunidad para ser mejores personas.
Este documento presenta los 10 autos más rápidos del mundo, encabezados por el Bugatti Veyron, Koenigsegg CCX, Saleen S7 y McLaren F1. El autor escogió este tema debido a su interés en la velocidad máxima que pueden alcanzar los automóviles.
El documento describe el B-Learning o aprendizaje combinado, que consiste en un proceso semipresencial que incluye tanto clases presenciales como actividades de e-learning. Aprovecha las ventajas de la formación en línea y presencial, permitiendo un aprendizaje flexible y autónomo para los estudiantes a través del uso de herramientas tecnológicas. El modelo más común es una combinación definida de contenidos y actividades presenciales y virtuales, logrando así el éxito del proceso formativo a trav
El documento resume la historia de Radio Mundial Adventista (AWR), desde su inicio en 1923 hasta 2010. Algunos puntos clave incluyen: 1) La primera estación de radio Adventista se estableció en 1923 en Michigan. 2) En 1971, AWR comenzó a arrendar tiempo al aire en Portugal para transmitir a Europa y la Unión Soviética en 10 idiomas. 3) En 1987, AWR puso en servicio dos transmisores de 100 kW en Guam para emitir en 11 idiomas en Asia.
El documento consiste en una sola palabra, "video", que probablemente se refiere a un archivo de video o contenido de video. No hay suficiente contexto o detalles en el documento para generar un resumen más completo de 3 oraciones.
El libro Bajo el Espino narra la historia de tres hermanos irlandeses, Eily, Michael y Peggy, que se quedan huérfanos durante la gran hambruna en Irlanda cuando su madre muere buscando a su padre. Para evitar ser llevados a un hospicio, los niños deciden emprender un peligroso viaje para encontrar a sus tías lejanas que tienen una pastelería.
El PSOE de Andalucía presenta una propuesta a la Junta Municipal del Distrito Este-Alcosa-Torreblanca sobre problemas en la calle Indonesia y alrededores en Sevilla Este, como la deficiente iluminación, la necesidad de zonas de carga y descarga, el abandono de zonas infantiles y plagas de ratas. Proponen soluciones como sustituir el arbolado y alumbrado público e implementar planes de limpieza, mantenimiento y desratización.
El documento habla sobre la importancia de leer con los niños desde que nacen para fomentar su amor por la lectura, recomendando elegir libros adecuados para su edad y capacidad y crear un ambiente de lectura en el hogar y la escuela donde los niños vean a los adultos leer.
Prediction of Electrical Energy Efficiency Using Information on Consumer's Ac...PriyankaKilaniya
Energy efficiency has been important since the latter part of the last century. The main object of this survey is to determine the energy efficiency knowledge among consumers. Two separate districts in Bangladesh are selected to conduct the survey on households and showrooms about the energy and seller also. The survey uses the data to find some regression equations from which it is easy to predict energy efficiency knowledge. The data is analyzed and calculated based on five important criteria. The initial target was to find some factors that help predict a person's energy efficiency knowledge. From the survey, it is found that the energy efficiency awareness among the people of our country is very low. Relationships between household energy use behaviors are estimated using a unique dataset of about 40 households and 20 showrooms in Bangladesh's Chapainawabganj and Bagerhat districts. Knowledge of energy consumption and energy efficiency technology options is found to be associated with household use of energy conservation practices. Household characteristics also influence household energy use behavior. Younger household cohorts are more likely to adopt energy-efficient technologies and energy conservation practices and place primary importance on energy saving for environmental reasons. Education also influences attitudes toward energy conservation in Bangladesh. Low-education households indicate they primarily save electricity for the environment while high-education households indicate they are motivated by environmental concerns.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
AI for Legal Research with applications, toolsmahaffeycheryld
AI applications in legal research include rapid document analysis, case law review, and statute interpretation. AI-powered tools can sift through vast legal databases to find relevant precedents and citations, enhancing research accuracy and speed. They assist in legal writing by drafting and proofreading documents. Predictive analytics help foresee case outcomes based on historical data, aiding in strategic decision-making. AI also automates routine tasks like contract review and due diligence, freeing up lawyers to focus on complex legal issues. These applications make legal research more efficient, cost-effective, and accessible.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
Generative AI Use cases applications solutions and implementation.pdfmahaffeycheryld
Generative AI solutions encompass a range of capabilities from content creation to complex problem-solving across industries. Implementing generative AI involves identifying specific business needs, developing tailored AI models using techniques like GANs and VAEs, and integrating these models into existing workflows. Data quality and continuous model refinement are crucial for effective implementation. Businesses must also consider ethical implications and ensure transparency in AI decision-making. Generative AI's implementation aims to enhance efficiency, creativity, and innovation by leveraging autonomous generation and sophisticated learning algorithms to meet diverse business challenges.
https://www.leewayhertz.com/generative-ai-use-cases-and-applications/
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Build the Next Generation of Apps with the Einstein 1 Platform.
Rejoignez Philippe Ozil pour une session de workshops qui vous guidera à travers les détails de la plateforme Einstein 1, l'importance des données pour la création d'applications d'intelligence artificielle et les différents outils et technologies que Salesforce propose pour vous apporter tous les bénéfices de l'IA.
Discover the latest insights on Data Driven Maintenance with our comprehensive webinar presentation. Learn about traditional maintenance challenges, the right approach to utilizing data, and the benefits of adopting a Data Driven Maintenance strategy. Explore real-world examples, industry best practices, and innovative solutions like FMECA and the D3M model. This presentation, led by expert Jules Oudmans, is essential for asset owners looking to optimize their maintenance processes and leverage digital technologies for improved efficiency and performance. Download now to stay ahead in the evolving maintenance landscape.
Gas agency management system project report.pdfKamal Acharya
The project entitled "Gas Agency" is done to make the manual process easier by making it a computerized system for billing and maintaining stock. The Gas Agencies get the order request through phone calls or by personal from their customers and deliver the gas cylinders to their address based on their demand and previous delivery date. This process is made computerized and the customer's name, address and stock details are stored in a database. Based on this the billing for a customer is made simple and easier, since a customer order for gas can be accepted only after completing a certain period from the previous delivery. This can be calculated and billed easily through this. There are two types of delivery like domestic purpose use delivery and commercial purpose use delivery. The bill rate and capacity differs for both. This can be easily maintained and charged accordingly.