This document provides an overview of artificial intelligence techniques and their applications in power systems. It discusses expert systems, artificial neural networks, and fuzzy logic systems as the three major AI techniques used. It describes how each technique works and its advantages/disadvantages. The document also gives examples of how these techniques can be applied in transmission lines, power system protection, and other areas like operations, planning, control, and automation of power systems. The conclusion states that while AI shows promise for improving power system efficiency and reliability, more research is still needed to fully realize its benefits.
Responding in Times of Crisis: Providing Psychological First AidBernie McCann
A professional development presentation for credit union/bank branch managers to assist them in responding to employees and other victims of bank robberies.
This document discusses best practices for incorporating a client's culture into counseling. It recommends that counselors suspend preconceptions, engage clients in discussions about race and ethnicity, and acknowledge how cultural differences may affect the counseling process. Counselors should recognize how power dynamics and racism can influence interactions, remain open to ongoing learning, and allow clients to educate them about relevant aspects of their culture. The document emphasizes that incorporating culture is important for all clients, not just those from specific backgrounds, and counselors should take a client's full cultural background into account.
This document outlines the course objectives and content for a course on professional ethics in engineering. It covers 4 units: human values, engineering ethics, engineering as social experimentation, and safety, responsibilities and rights. Some of the key topics discussed include integrity, service learning, moral dilemmas, codes of ethics, risk assessment, and balancing law with ethics. Human values like dignity, respect, and care for the environment are examined. Moral values and their role in defining right from wrong are also defined.
This document provides information on providing psychological support after a disaster. It discusses how disasters can cause psychological injuries in addition to physical ones. Most people will experience normal reactions to the abnormal situation, but some may have more severe or long-lasting symptoms. The role of disaster mental health workers is to help mitigate problems and promote resilience. Key phases people may go through after a disaster include heroic, honeymoon, disillusionment, and reconstruction. Essential skills for volunteers include active listening, empathy, and being non-judgmental. The goals of psychological first aid are to promote safety, calmness, connectedness, self-efficacy, and hope.
These are the slides for my keynote lecture "AI Techniques for Smart Grids" at the 2014 IEEE Innovative Smart Grid Technologies - Asia conference where I discussed the role and potential of self-organization in the smart grid.
Continuous variable quantum entanglement and its applicationswtyru1989
1) The document discusses continuous variable quantum entanglement and its applications. It covers topics like entanglement measures, types of entanglement, and applications such as quantum teleportation.
2) Methods for generating continuous variable optical entanglement are described, including parametric down conversion and mixing squeezed beams. Entanglement criteria like the inseparability criterion and EPR criterion are also summarized.
3) Applications of entanglement including quantum information processing, quantum communication, and quantum metrology are briefly mentioned. The goal of quantum teleportation to transfer the quantum state of light without measurement is also stated.
Self destructive behaviors and survivors of suicidesbuffo
This document discusses self-destructive behavior and suicide. It defines self-destructive behavior and explains that it is often a form of self-punishment or learned behavior. It then lists common types of self-destructive behaviors like self-harm, substance abuse, and risky behaviors. The document discusses myths and facts related to suicide and explains the common elements, emotions, and cognitive states involved in suicidal thoughts and acts. It also discusses the impact of suicide on survivors and how to help survivors cope and heal from the suicide of a loved one.
This document provides an overview of artificial intelligence techniques and their applications in power systems. It discusses expert systems, artificial neural networks, and fuzzy logic systems as the three major AI techniques used. It describes how each technique works and its advantages/disadvantages. The document also gives examples of how these techniques can be applied in transmission lines, power system protection, and other areas like operations, planning, control, and automation of power systems. The conclusion states that while AI shows promise for improving power system efficiency and reliability, more research is still needed to fully realize its benefits.
Responding in Times of Crisis: Providing Psychological First AidBernie McCann
A professional development presentation for credit union/bank branch managers to assist them in responding to employees and other victims of bank robberies.
This document discusses best practices for incorporating a client's culture into counseling. It recommends that counselors suspend preconceptions, engage clients in discussions about race and ethnicity, and acknowledge how cultural differences may affect the counseling process. Counselors should recognize how power dynamics and racism can influence interactions, remain open to ongoing learning, and allow clients to educate them about relevant aspects of their culture. The document emphasizes that incorporating culture is important for all clients, not just those from specific backgrounds, and counselors should take a client's full cultural background into account.
This document outlines the course objectives and content for a course on professional ethics in engineering. It covers 4 units: human values, engineering ethics, engineering as social experimentation, and safety, responsibilities and rights. Some of the key topics discussed include integrity, service learning, moral dilemmas, codes of ethics, risk assessment, and balancing law with ethics. Human values like dignity, respect, and care for the environment are examined. Moral values and their role in defining right from wrong are also defined.
This document provides information on providing psychological support after a disaster. It discusses how disasters can cause psychological injuries in addition to physical ones. Most people will experience normal reactions to the abnormal situation, but some may have more severe or long-lasting symptoms. The role of disaster mental health workers is to help mitigate problems and promote resilience. Key phases people may go through after a disaster include heroic, honeymoon, disillusionment, and reconstruction. Essential skills for volunteers include active listening, empathy, and being non-judgmental. The goals of psychological first aid are to promote safety, calmness, connectedness, self-efficacy, and hope.
These are the slides for my keynote lecture "AI Techniques for Smart Grids" at the 2014 IEEE Innovative Smart Grid Technologies - Asia conference where I discussed the role and potential of self-organization in the smart grid.
Continuous variable quantum entanglement and its applicationswtyru1989
1) The document discusses continuous variable quantum entanglement and its applications. It covers topics like entanglement measures, types of entanglement, and applications such as quantum teleportation.
2) Methods for generating continuous variable optical entanglement are described, including parametric down conversion and mixing squeezed beams. Entanglement criteria like the inseparability criterion and EPR criterion are also summarized.
3) Applications of entanglement including quantum information processing, quantum communication, and quantum metrology are briefly mentioned. The goal of quantum teleportation to transfer the quantum state of light without measurement is also stated.
Self destructive behaviors and survivors of suicidesbuffo
This document discusses self-destructive behavior and suicide. It defines self-destructive behavior and explains that it is often a form of self-punishment or learned behavior. It then lists common types of self-destructive behaviors like self-harm, substance abuse, and risky behaviors. The document discusses myths and facts related to suicide and explains the common elements, emotions, and cognitive states involved in suicidal thoughts and acts. It also discusses the impact of suicide on survivors and how to help survivors cope and heal from the suicide of a loved one.
The document discusses computer vision with deep learning. It provides an overview of convolutional neural networks and their use in computer vision applications like image classification and object detection. Specifically, it discusses how CNNs use convolutional layers to learn visual features from images and provide examples of CNNs being used for pipeline defect classification and filler cap quality control.
This document discusses different approaches to human ecology and their relation to disasters. It describes three main approaches: ecosystem approach, landscape approach, and perception approach.
The ecosystem approach focuses on interactions between organisms and their environment. It recognizes humans as integral parts of ecosystems. The landscape approach takes a holistic view of natural features, infrastructure, stakeholders, and external forces affecting an area. It facilitates inclusive risk assessment and planning.
The perception approach involves three stages: selection of sensory information, organization of information into patterns based on proximity, similarity, and difference, and interpretation to explain selections and organizations in a way that makes sense, influenced by both internal and external factors.
Quantum cryptography provides a secure way to exchange encryption keys. It uses principles of quantum mechanics like photon polarization and the uncertainty principle to detect eavesdropping. The most common protocol is BB84, where Alice encodes random bits in one of four polarization states and Bob measures them randomly. They compare bases to detect errors from eavesdropping. If no errors, the bits form a shared encryption key known only to them. Quantum key distribution exploits these effects to securely generate encryption keys between two parties.
Worry, Rumination and Repetitive Thinking: Special Interest GroupState of Mind
This document discusses repetitive negative thinking (RNT) such as worry and rumination, which are transdiagnostic processes across many disorders. It focuses on how cognition and metacognition contribute to RNT and clinical disorders like generalized anxiety disorder (GAD). Cognition involves constructs like intolerance of uncertainty, while metacognition involves beliefs about the nature of one's thinking. Research shows both are involved in GAD, with intolerance of uncertainty initiating worry and negative metacognitive beliefs about uncontrollability and danger maintaining it. Targeting both cognition and metacognition may most effectively reduce RNT and associated disorders.
This document provides definitions and explanations of key nuclear physics terms including:
- Nucleon, nuclide, and isotope refer to particles and types of atoms based on their nuclear composition.
- Mass-energy equivalence means that mass and energy are interchangeable and mass can be converted to energy via nuclear reactions.
- Mass defect and binding energy explain how binding nuclei together releases energy and lowers the total mass.
- Nuclear fission is the splitting of heavy nuclei by neutron absorption or bombardment, releasing energy, neutrons, and lighter elements. Criticality refers to a sustained fission chain reaction.
Modelo de Referencia para Redes InteligentesAndesco
Renato Céspedes, Coordinador Técnico Iniciativa Colombia Inteligente
Congreso Andesco de Servicios Públicos y TIC 14º Nacional y 5º Internacional, Cartagena Colombia, Junio 27, 28 y 29 de 2012
GE8076 -PROFESSIONAL ETHICS IN ENGINEERING UNIT NOTES
UNIT I HUMAN VALUES 10
Morals, values and Ethics – Integrity – Work ethic – Service learning – Civic virtue – Respect for others – Living peacefully – Caring – Sharing – Honesty – Courage – Valuing time – Cooperation –Commitment – Empathy – Self confidence – Character – Spirituality – Introduction to Yoga and meditation for professional excellence and stress management
Use of Artificial intelligence for chip design.pptxowaisnaik2015
Artificial intelligence is being used in chip design to help optimize floor planning and placement of components. AI tools can generate many floor plan options, receive feedback from experts on how well they meet goals like wire length and congestion, and continuously improve designs autonomously. New AI tools have produced optimal floor plans for chips in just 24 hours compared to a month for human experts. Main trends see AI accelerating chip design, verification, and time to market. In the future, AI is expected to aid additional sub-steps and lead to more efficient chip development.
- Artificial Neural Networks (ANN) are constructed to model the human brain and perform tasks like pattern matching, classification, and data analysis that are difficult for traditional computers.
- ANN consist of large numbers of connected processing elements called neurons that operate in parallel. Neurons are connected by links with weights containing input signal information. Each neuron has an activation level determined by the weighted inputs it receives.
- There are different types of ANN based on their connections - feedforward, recurrent, single/multi-layer. Learning can be supervised, unsupervised, or reinforcement based. Common activation functions include sigmoid, step, and identity functions.
This document discusses safety, risk, and risk assessment in engineering. It defines safety and risk, and explains how they are related but different. Safety is when risks are known and judged as acceptable, while risk is the potential for something harmful to occur. There are various types of risks, including acceptable risks, voluntary risks, job-related risks, and public risks. Properly assessing safety and risk is important for engineers. It involves understanding uncertainties, testing for safety, and analyzing how safety, risk, and costs are interrelated for different types of products and projects. The overall goal of risk assessment is to evaluate hazards and minimize risks through added control measures to create a safer environment.
This document discusses smart grids, which aim to make the electricity delivery system more efficient and sustainable. It describes how smart grids use two-way communication and automation to better manage generation, transmission and distribution of electricity. This allows for things like demand response, reduced carbon emissions and more reliable power. Key components of smart grids are discussed like smart meters, sensors, distributed generation and control centers. Challenges to implementing smart grids are also outlined.
geo information ppt in disaster managementKirpaldumaniya
1) Geographic Information Systems (GIS) integrate hardware, software and data to visualize, analyze and display spatial information that can be used for disaster management planning and response.
2) GIS and remote sensing technologies such as satellites can be used to map hazards, monitor disaster-prone areas, assess damage and support situational awareness during emergencies like earthquakes and floods.
3) GPS provides precise location data that enables GIS mapping and supports disaster operations by tracking personnel and resources in the field.
This is lecture 1 of a 10 week Lecture series for Level 6 students Introducing them to Complex Trauma. This module is based on Courtis & Ford (2013) Treatment of Complex Trauma : A sequenced relationship based approach.London. Guildford Press.
This document discusses the implications of a holistic understanding of harmony on professional ethics. It defines key concepts like values, morals, ethics, and professional ethics. It explains that good professionals have both strong ethical conduct and requisite job skills. Having the right understanding enables identifying definitively ethical human behavior in terms of values, policies, and character. This definitiveness in ethical conduct is important for professionals and brings positive changes at individual, family, societal and environmental levels when adopted. The document also discusses issues in professional ethics and suggests various measures to address them holistically.
CAPACITY BUILDING IN DISASTER MANAGEMENTAvinashAvi110
Capacity building in disaster management involves strengthening local skills, resources, and abilities. This includes educating communities about hazards and responses, training volunteers, collaborating with relief agencies, conducting mock drills, and understanding warning messages. Assessing needs, knowledge, and attitudes is important for effective training programs. Involving all stakeholders and mainstreaming disaster risk reduction also builds capacity. Capacity building connects disasters with development and relies on traditional knowledge and participation to improve well-being and ensure organizational success over time.
This document provides an overview of disaster management principles including:
- The phases of disaster management including preparation, response, and recovery for both pre-hospital and hospital settings.
- Key considerations for pre-hospital response including scene management using the CATT approach (command, assessment, triage, treatment, transport) and triage methods.
- Guidelines for hospital response including activating disaster plans, surge capacity, and tiered response to priorities of casualties from external disasters.
- Emphasis is placed on planning, preparation, and practice through testing plans and meetings to coordinate an effective multi-agency response.
Application of soft computing techniques in electrical engineeringSouvik Dutta
This document discusses the application of soft computing techniques in electrical engineering. It begins with an introduction to soft computing and its key elements including fuzzy logic, neural networks, evolutionary computation, machine learning and probabilistic reasoning. It then discusses hard computing versus soft computing, defining hard computing as requiring precise analytical models and definitions, while soft computing can handle imprecision. The document outlines several soft computing techniques - neural networks, fuzzy logic, and their applications in power system economic load dispatch and generation level determination to solve complex, non-linear optimization problems in electrical engineering. In conclusion, soft computing provides alternatives to traditional techniques for electrical engineering problems involving uncertainty.
Thesis presentation Slides for Doctorale deplomat obtention of Ph.D. Aliouat Ahcen. Defended on 31-05-2023 in LASA Laboratory, Electronics Department, Faculty of Technology, Badji Mokhtar - Annaba University. Algeria
The presentation title is: Study and Implementation of an Object-based Video Encoder for Embedded Wireless Video Surveillance Systems.
Research Question: How can we detect ROI in a captured video to ensure high-quality encoding and transmission over a WMSN while minimizing bitrate and energy consumption?
The document summarizes experimental work on measuring the quantum state of optical fields. It describes the technique of optical homodyne tomography, which involves balanced homodyne detection. Original measurements of single-mode squeezed states are discussed as well as recent developments like multimode measurements and new homodyne schemes. Applications of state measurement techniques to ultrafast photon sampling are also discussed.
The document discusses quantum computers, including their history, how they work, advantages and disadvantages, and applications. Quantum computers perform calculations using quantum mechanics and qubits, which can represent 0, 1, or both values simultaneously. Some key points covered include that quantum computers were first proposed in 1982 and have since seen developments in algorithms, but challenges remain around decoherence. Potential applications mentioned are for artificial intelligence, weather forecasting, financial modeling, cybersecurity, and drug design.
The document discusses computer vision with deep learning. It provides an overview of convolutional neural networks and their use in computer vision applications like image classification and object detection. Specifically, it discusses how CNNs use convolutional layers to learn visual features from images and provide examples of CNNs being used for pipeline defect classification and filler cap quality control.
This document discusses different approaches to human ecology and their relation to disasters. It describes three main approaches: ecosystem approach, landscape approach, and perception approach.
The ecosystem approach focuses on interactions between organisms and their environment. It recognizes humans as integral parts of ecosystems. The landscape approach takes a holistic view of natural features, infrastructure, stakeholders, and external forces affecting an area. It facilitates inclusive risk assessment and planning.
The perception approach involves three stages: selection of sensory information, organization of information into patterns based on proximity, similarity, and difference, and interpretation to explain selections and organizations in a way that makes sense, influenced by both internal and external factors.
Quantum cryptography provides a secure way to exchange encryption keys. It uses principles of quantum mechanics like photon polarization and the uncertainty principle to detect eavesdropping. The most common protocol is BB84, where Alice encodes random bits in one of four polarization states and Bob measures them randomly. They compare bases to detect errors from eavesdropping. If no errors, the bits form a shared encryption key known only to them. Quantum key distribution exploits these effects to securely generate encryption keys between two parties.
Worry, Rumination and Repetitive Thinking: Special Interest GroupState of Mind
This document discusses repetitive negative thinking (RNT) such as worry and rumination, which are transdiagnostic processes across many disorders. It focuses on how cognition and metacognition contribute to RNT and clinical disorders like generalized anxiety disorder (GAD). Cognition involves constructs like intolerance of uncertainty, while metacognition involves beliefs about the nature of one's thinking. Research shows both are involved in GAD, with intolerance of uncertainty initiating worry and negative metacognitive beliefs about uncontrollability and danger maintaining it. Targeting both cognition and metacognition may most effectively reduce RNT and associated disorders.
This document provides definitions and explanations of key nuclear physics terms including:
- Nucleon, nuclide, and isotope refer to particles and types of atoms based on their nuclear composition.
- Mass-energy equivalence means that mass and energy are interchangeable and mass can be converted to energy via nuclear reactions.
- Mass defect and binding energy explain how binding nuclei together releases energy and lowers the total mass.
- Nuclear fission is the splitting of heavy nuclei by neutron absorption or bombardment, releasing energy, neutrons, and lighter elements. Criticality refers to a sustained fission chain reaction.
Modelo de Referencia para Redes InteligentesAndesco
Renato Céspedes, Coordinador Técnico Iniciativa Colombia Inteligente
Congreso Andesco de Servicios Públicos y TIC 14º Nacional y 5º Internacional, Cartagena Colombia, Junio 27, 28 y 29 de 2012
GE8076 -PROFESSIONAL ETHICS IN ENGINEERING UNIT NOTES
UNIT I HUMAN VALUES 10
Morals, values and Ethics – Integrity – Work ethic – Service learning – Civic virtue – Respect for others – Living peacefully – Caring – Sharing – Honesty – Courage – Valuing time – Cooperation –Commitment – Empathy – Self confidence – Character – Spirituality – Introduction to Yoga and meditation for professional excellence and stress management
Use of Artificial intelligence for chip design.pptxowaisnaik2015
Artificial intelligence is being used in chip design to help optimize floor planning and placement of components. AI tools can generate many floor plan options, receive feedback from experts on how well they meet goals like wire length and congestion, and continuously improve designs autonomously. New AI tools have produced optimal floor plans for chips in just 24 hours compared to a month for human experts. Main trends see AI accelerating chip design, verification, and time to market. In the future, AI is expected to aid additional sub-steps and lead to more efficient chip development.
- Artificial Neural Networks (ANN) are constructed to model the human brain and perform tasks like pattern matching, classification, and data analysis that are difficult for traditional computers.
- ANN consist of large numbers of connected processing elements called neurons that operate in parallel. Neurons are connected by links with weights containing input signal information. Each neuron has an activation level determined by the weighted inputs it receives.
- There are different types of ANN based on their connections - feedforward, recurrent, single/multi-layer. Learning can be supervised, unsupervised, or reinforcement based. Common activation functions include sigmoid, step, and identity functions.
This document discusses safety, risk, and risk assessment in engineering. It defines safety and risk, and explains how they are related but different. Safety is when risks are known and judged as acceptable, while risk is the potential for something harmful to occur. There are various types of risks, including acceptable risks, voluntary risks, job-related risks, and public risks. Properly assessing safety and risk is important for engineers. It involves understanding uncertainties, testing for safety, and analyzing how safety, risk, and costs are interrelated for different types of products and projects. The overall goal of risk assessment is to evaluate hazards and minimize risks through added control measures to create a safer environment.
This document discusses smart grids, which aim to make the electricity delivery system more efficient and sustainable. It describes how smart grids use two-way communication and automation to better manage generation, transmission and distribution of electricity. This allows for things like demand response, reduced carbon emissions and more reliable power. Key components of smart grids are discussed like smart meters, sensors, distributed generation and control centers. Challenges to implementing smart grids are also outlined.
geo information ppt in disaster managementKirpaldumaniya
1) Geographic Information Systems (GIS) integrate hardware, software and data to visualize, analyze and display spatial information that can be used for disaster management planning and response.
2) GIS and remote sensing technologies such as satellites can be used to map hazards, monitor disaster-prone areas, assess damage and support situational awareness during emergencies like earthquakes and floods.
3) GPS provides precise location data that enables GIS mapping and supports disaster operations by tracking personnel and resources in the field.
This is lecture 1 of a 10 week Lecture series for Level 6 students Introducing them to Complex Trauma. This module is based on Courtis & Ford (2013) Treatment of Complex Trauma : A sequenced relationship based approach.London. Guildford Press.
This document discusses the implications of a holistic understanding of harmony on professional ethics. It defines key concepts like values, morals, ethics, and professional ethics. It explains that good professionals have both strong ethical conduct and requisite job skills. Having the right understanding enables identifying definitively ethical human behavior in terms of values, policies, and character. This definitiveness in ethical conduct is important for professionals and brings positive changes at individual, family, societal and environmental levels when adopted. The document also discusses issues in professional ethics and suggests various measures to address them holistically.
CAPACITY BUILDING IN DISASTER MANAGEMENTAvinashAvi110
Capacity building in disaster management involves strengthening local skills, resources, and abilities. This includes educating communities about hazards and responses, training volunteers, collaborating with relief agencies, conducting mock drills, and understanding warning messages. Assessing needs, knowledge, and attitudes is important for effective training programs. Involving all stakeholders and mainstreaming disaster risk reduction also builds capacity. Capacity building connects disasters with development and relies on traditional knowledge and participation to improve well-being and ensure organizational success over time.
This document provides an overview of disaster management principles including:
- The phases of disaster management including preparation, response, and recovery for both pre-hospital and hospital settings.
- Key considerations for pre-hospital response including scene management using the CATT approach (command, assessment, triage, treatment, transport) and triage methods.
- Guidelines for hospital response including activating disaster plans, surge capacity, and tiered response to priorities of casualties from external disasters.
- Emphasis is placed on planning, preparation, and practice through testing plans and meetings to coordinate an effective multi-agency response.
Application of soft computing techniques in electrical engineeringSouvik Dutta
This document discusses the application of soft computing techniques in electrical engineering. It begins with an introduction to soft computing and its key elements including fuzzy logic, neural networks, evolutionary computation, machine learning and probabilistic reasoning. It then discusses hard computing versus soft computing, defining hard computing as requiring precise analytical models and definitions, while soft computing can handle imprecision. The document outlines several soft computing techniques - neural networks, fuzzy logic, and their applications in power system economic load dispatch and generation level determination to solve complex, non-linear optimization problems in electrical engineering. In conclusion, soft computing provides alternatives to traditional techniques for electrical engineering problems involving uncertainty.
Thesis presentation Slides for Doctorale deplomat obtention of Ph.D. Aliouat Ahcen. Defended on 31-05-2023 in LASA Laboratory, Electronics Department, Faculty of Technology, Badji Mokhtar - Annaba University. Algeria
The presentation title is: Study and Implementation of an Object-based Video Encoder for Embedded Wireless Video Surveillance Systems.
Research Question: How can we detect ROI in a captured video to ensure high-quality encoding and transmission over a WMSN while minimizing bitrate and energy consumption?
The document summarizes experimental work on measuring the quantum state of optical fields. It describes the technique of optical homodyne tomography, which involves balanced homodyne detection. Original measurements of single-mode squeezed states are discussed as well as recent developments like multimode measurements and new homodyne schemes. Applications of state measurement techniques to ultrafast photon sampling are also discussed.
The document discusses quantum computers, including their history, how they work, advantages and disadvantages, and applications. Quantum computers perform calculations using quantum mechanics and qubits, which can represent 0, 1, or both values simultaneously. Some key points covered include that quantum computers were first proposed in 1982 and have since seen developments in algorithms, but challenges remain around decoherence. Potential applications mentioned are for artificial intelligence, weather forecasting, financial modeling, cybersecurity, and drug design.
Supermarket Management System Project Report.pdfKamal Acharya
Supermarket management is a stand-alone J2EE using Eclipse Juno program.
This project contains all the necessary required information about maintaining
the supermarket billing system.
The core idea of this project to minimize the paper work and centralize the
data. Here all the communication is taken in secure manner. That is, in this
application the information will be stored in client itself. For further security the
data base is stored in the back-end oracle and so no intruders can access it.
An In-Depth Exploration of Natural Language Processing: Evolution, Applicatio...DharmaBanothu
Natural language processing (NLP) has
recently garnered significant interest for the
computational representation and analysis of human
language. Its applications span multiple domains such
as machine translation, email spam detection,
information extraction, summarization, healthcare,
and question answering. This paper first delineates
four phases by examining various levels of NLP and
components of Natural Language Generation,
followed by a review of the history and progression of
NLP. Subsequently, we delve into the current state of
the art by presenting diverse NLP applications,
contemporary trends, and challenges. Finally, we
discuss some available datasets, models, and
evaluation metrics in NLP.
Tools & Techniques for Commissioning and Maintaining PV Systems W-Animations ...Transcat
Join us for this solutions-based webinar on the tools and techniques for commissioning and maintaining PV Systems. In this session, we'll review the process of building and maintaining a solar array, starting with installation and commissioning, then reviewing operations and maintenance of the system. This course will review insulation resistance testing, I-V curve testing, earth-bond continuity, ground resistance testing, performance tests, visual inspections, ground and arc fault testing procedures, and power quality analysis.
Fluke Solar Application Specialist Will White is presenting on this engaging topic:
Will has worked in the renewable energy industry since 2005, first as an installer for a small east coast solar integrator before adding sales, design, and project management to his skillset. In 2022, Will joined Fluke as a solar application specialist, where he supports their renewable energy testing equipment like IV-curve tracers, electrical meters, and thermal imaging cameras. Experienced in wind power, solar thermal, energy storage, and all scales of PV, Will has primarily focused on residential and small commercial systems. He is passionate about implementing high-quality, code-compliant installation techniques.
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.
Accident detection system project report.pdfKamal Acharya
The Rapid growth of technology and infrastructure has made our lives easier. The
advent of technology has also increased the traffic hazards and the road accidents take place
frequently which causes huge loss of life and property because of the poor emergency facilities.
Many lives could have been saved if emergency service could get accident information and
reach in time. Our project will provide an optimum solution to this draw back. A piezo electric
sensor can be used as a crash or rollover detector of the vehicle during and after a crash. With
signals from a piezo electric sensor, a severe accident can be recognized. According to this
project when a vehicle meets with an accident immediately piezo electric sensor will detect the
signal or if a car rolls over. Then with the help of GSM module and GPS module, the location
will be sent to the emergency contact. Then after conforming the location necessary action will
be taken. If the person meets with a small accident or if there is no serious threat to anyone’s
life, then the alert message can be terminated by the driver by a switch provided in order to
avoid wasting the valuable time of the medical rescue team.
14. 01 Numerous researchers have tried to detect natural disasters using various
deep learning techniques
02 Deep learning algorithms for natural disaster detection still have a number
of concerns with noise and severe class imbalances
03 We suggested a multilayered deep convolutional neural network for natural
disaster identification and intensity classification to overcome these
issues