This document provides an overview of various welding processes and their history. It begins with a brief history of welding from biblical times to modern developments in the 20th century. It then provides more detailed descriptions and explanations of specific welding processes such as MIG welding, shielded metal arc welding (SMAW), gas tungsten arc welding (GTAW/TIG), plastic welding techniques, ceramic welding and welding safety standards. Case studies on automated welding machinery and the American Welding Society are also summarized.
Metal Inert Gas (MIG)/ Metal Active Gas (MAG) Weldingfaheem maqsood
MIG welding is a process that uses an arc between a consumable electrode wire and the workpiece to produce localized heating and melting. Shielding gas protects the weld from contamination. It allows for high welding speeds and is versatile for both ferrous and non-ferrous metals. MIG welding provides deep penetration, less smoke and fumes compared to other processes. However, it requires complex equipment and parameters to control and the shielding gas adds to the cost.
Manufacturing technology I ME 8351 joining process DrPETERPRAKASH
This is very much useful for engineering students, Teachers and industrialist. Adequate knowledge of the concept and principles of welding and welding process used in various industries.
The document summarizes Saurabh Singla's summer training presentation about welding processes at India Yamaha Motors. It discusses Yamaha's history and describes various welding techniques used at the company like TIG, resistance spot, seam, and MIG welding. Safety equipment for welding and common welding defects are also mentioned. The presentation provides information on welding processes to join metal components in motorcycle exhaust systems and fuel tanks.
The document discusses trends in Tungsten Inert Gas (TIG) welding. It describes TIG welding as a process where an arc is created between a non-consumable tungsten electrode and the workpiece being welded. The weld area is protected by an inert shielding gas. The document outlines factors that influence weld quality such as current, electrode size, filler wire composition, and gas flow rate. It also discusses advantages like precision and disadvantages like lower deposition rates compared to other welding processes. Finally, it presents conclusions that TIG welding produces high-quality welds when performed skillfully and outlines some reference materials.
This document provides an overview of arc welding processes. It discusses the four most common types of arc welding - stick, MIG, flux-core, and TIG welding. For each process, it describes the equipment used, how the process works, advantages and disadvantages. It also covers non-destructive testing of welds, design considerations for welds, factors that influence weld strength, and safety precautions for arc welding. The document aims to educate about different arc welding techniques and related topics through text, diagrams, and examples.
This document provides information about various welding techniques. It discusses that welding joins materials by heating them to suitable temperatures with or without applying pressure. Welding is used to make permanent joints in manufacturing automobiles, aircraft, machinery etc. It then describes different types of welding such as plastic welding, fusion welding, and classifications including arc, gas, resistance welding. Arc welding uses an electric arc and gas welding uses a flame. It provides details about equipment, flames, and advantages and limitations of various welding techniques.
This document provides information about welding processes and safety. It defines welding as a material joining process using heat and/or pressure. It describes different welding processes such as oxy-fuel gas welding, arc welding, and resistance welding. It discusses welding hazards, defects, joint types, and types of welds. The document outlines safety practices for welding, including personal protective equipment and ventilation. It also covers fire prevention and safe operation of welding equipment.
This document provides information about welding processes and safety. It defines welding as a material joining process using heat and/or pressure. It describes different welding processes such as oxy-fuel gas welding, arc welding, and resistance welding. It discusses welding hazards, defects, joint types, and types of welds. The document outlines safety practices for welding, including personal protective equipment and ventilation. It also covers fire prevention and safe operation of welding equipment.
Metal Inert Gas (MIG)/ Metal Active Gas (MAG) Weldingfaheem maqsood
MIG welding is a process that uses an arc between a consumable electrode wire and the workpiece to produce localized heating and melting. Shielding gas protects the weld from contamination. It allows for high welding speeds and is versatile for both ferrous and non-ferrous metals. MIG welding provides deep penetration, less smoke and fumes compared to other processes. However, it requires complex equipment and parameters to control and the shielding gas adds to the cost.
Manufacturing technology I ME 8351 joining process DrPETERPRAKASH
This is very much useful for engineering students, Teachers and industrialist. Adequate knowledge of the concept and principles of welding and welding process used in various industries.
The document summarizes Saurabh Singla's summer training presentation about welding processes at India Yamaha Motors. It discusses Yamaha's history and describes various welding techniques used at the company like TIG, resistance spot, seam, and MIG welding. Safety equipment for welding and common welding defects are also mentioned. The presentation provides information on welding processes to join metal components in motorcycle exhaust systems and fuel tanks.
The document discusses trends in Tungsten Inert Gas (TIG) welding. It describes TIG welding as a process where an arc is created between a non-consumable tungsten electrode and the workpiece being welded. The weld area is protected by an inert shielding gas. The document outlines factors that influence weld quality such as current, electrode size, filler wire composition, and gas flow rate. It also discusses advantages like precision and disadvantages like lower deposition rates compared to other welding processes. Finally, it presents conclusions that TIG welding produces high-quality welds when performed skillfully and outlines some reference materials.
This document provides an overview of arc welding processes. It discusses the four most common types of arc welding - stick, MIG, flux-core, and TIG welding. For each process, it describes the equipment used, how the process works, advantages and disadvantages. It also covers non-destructive testing of welds, design considerations for welds, factors that influence weld strength, and safety precautions for arc welding. The document aims to educate about different arc welding techniques and related topics through text, diagrams, and examples.
This document provides information about various welding techniques. It discusses that welding joins materials by heating them to suitable temperatures with or without applying pressure. Welding is used to make permanent joints in manufacturing automobiles, aircraft, machinery etc. It then describes different types of welding such as plastic welding, fusion welding, and classifications including arc, gas, resistance welding. Arc welding uses an electric arc and gas welding uses a flame. It provides details about equipment, flames, and advantages and limitations of various welding techniques.
This document provides information about welding processes and safety. It defines welding as a material joining process using heat and/or pressure. It describes different welding processes such as oxy-fuel gas welding, arc welding, and resistance welding. It discusses welding hazards, defects, joint types, and types of welds. The document outlines safety practices for welding, including personal protective equipment and ventilation. It also covers fire prevention and safe operation of welding equipment.
This document provides information about welding processes and safety. It defines welding as a material joining process using heat and/or pressure. It describes different welding processes such as oxy-fuel gas welding, arc welding, and resistance welding. It discusses welding hazards, defects, joint types, and types of welds. The document outlines safety practices for welding, including personal protective equipment and ventilation. It also covers fire prevention and safe operation of welding equipment.
The document discusses the different types of arc welding processes. It describes the basic configurations and types of electrodes used in Shielded Metal Arc Welding (SMAW), Gas Metal Arc Welding (MIG), Flux-Cored Arc Welding (FCAW), Submerged Arc Welding (SAW), Gas Tungsten Arc Welding (TIG), Plasma Arc Welding (PAW) and Stud Welding. It also covers the physics behind arc welding including arc plasma formation, arc temperature, arc types, effects of magnetic fields and pulsed DC welding.
The document discusses MIG (metal inert gas) welding. It provides details on the MIG welding process such as using an electric arc and shielding gas to join metal and produce a slag-free weld. It also outlines the key benefits of MIG welding like its versatility in welding different metals and ability to achieve high welding rates and quality. Safety precautions for MIG welding and potential defects are also summarized.
Demand of welding increase of new materials.
-- ceramics and metal matrix composites.
-- High strength low-alloy (HSLA) steels
Lack of skilled labours
Traditional welding techniques are costly
Safety concerns.
Need to improve the total cost effectiveness of the welding
Lalit Yadav
Welding is a process that joins materials by causing fusion and filling the joint with a filler material. There are several advantages to welding including lighter structures, maximum strength in joints, easy alterations, pleasing appearance, and strength equal to the parent material. Spot welding uses two electrodes to locally fuse materials and is commonly used in automotive and aircraft industries to join sheet metal. MIG welding uses an inert gas shield to prevent contamination and is often used for carbon/alloy steels, stainless steel, aluminum and other metals due to its high welding speed and economy. Common welding defects include lack of penetration, undercut, slag inclusion, porosity, cracks, spatter, and distortion.
Welding is a fabrication technique that joins materials together by heating them to suitable temperatures using various heat sources like electric arcs or gas flames. There are different types of welding processes categorized by the heat source and filler material used, such as arc welding, gas welding, resistance welding, and solid state welding. The document focuses on three main arc welding processes: shielded metal arc welding uses a consumable electrode covered in flux; gas metal arc welding uses a continuously fed wire electrode and shielding gas; and gas tungsten arc welding uses a non-consumable tungsten electrode and separate shielding gas and filler material. Each process is illustrated and their characteristics are compared. Common welding defects are also briefly discussed.
Arc welding processes like shielded metal arc welding, gas metal arc welding and gas tungsten arc welding are described. Shielded metal arc welding uses a consumable electrode covered with a flux to shield the weld. Gas metal arc welding employs a continuously fed wire and shielding gas. Gas tungsten arc welding uses a non-consumable tungsten electrode, shielding gas and a separate filler material. The document discusses welding techniques, processes, defects and includes illustrations of welding joints and processes.
An electric vehicle, also called an EV, uses one or more electric motors or traction motors
for propulsion instead of the traditional fossil fuel.
• First electric carriage was built in 1830s and the first electric automobile was built in 1891
in the United States.
• Types : Battery electric Vehicle
Hybrid Electric Vehicle
Plug-in Hybrid Electric Vehicle
Fuel Cell Electric Vehicle
• Electric vehicles will play a pivot role in changing the environment and economy around
the globe in the next two decades.
The document summarizes the development of gas metal arc welding (GMAW). It discusses how GMAW was developed in the 1940s using an aluminum electrode and argon gas shielding. In the 1950s, carbon dioxide was used as a welding atmosphere. The short-arc variation of GMAW was developed in the late 1950s, which increased versatility and allowed welding of thinner materials. The document also covers GMAW equipment, variables that affect weld quality like current and wire feed speed, and safety precautions for GMAW.
This presentation provides an overview of the metal inert-gas welding machine. It discusses the history and development of MIG welding in the 1940s. The presentation describes the function, features, and characteristics of MIG welding machines, including that they provide deep penetration, stable welding, and can weld a variety of metals. It compares MIG welding machines to TIG welding machines, noting that MIG welding is faster, easier to automate, and less expensive.
The document provides an overview of electric welding processes. It defines welding, discusses the principles of welding including heat and filler metals, and classifies welding into categories such as gas welding, arc welding, resistance welding, and solid state welding. Specific arc welding processes are described in detail, including metallic arc welding and carbon arc welding. Applications of welding and its advantages and limitations are also summarized.
The document discusses Tungsten Inert Gas (TIG) welding for constructing an effective load bearing structure. Butt joints were used due to their strength and resistance to impact and stress. TIG welding provides high quality welds through manual operation and requires skill. Key parameters like current, voltage, gas flow and composition, and welding speed must be optimized. TIG welding has advantages like versatility, minimal distortions, and precise control and is often used for thin materials and in industries like aerospace, bicycle, and tool and die repair.
A simple slideshow of common welding process, welding terminology, welding symbols / joint configurations, welder related operations, and welding safety.
The document discusses various welding processes including gas welding, arc welding, MIG welding, and TIG welding. It provides details on the principles, equipment used, advantages and disadvantages of each process. Some key points:
- Welding joins metals through heating and fusion. Common processes are oxy-acetylene gas welding, SMAW, GMAW (MIG), and GTAW (TIG welding).
- Gas welding uses a flame to heat and fuse metals. MIG welding continuously feeds a wire electrode to form the weld. TIG welding uses a non-consumable tungsten electrode and inert gas shield.
- Advantages include strong joints, cost effectiveness, versatility. Dis
This document discusses welding technology and gas metal arc welding (GMAW) in particular. It defines GMAW and describes the necessary equipment, including a wire feed unit, welding gun, welding electrode wire, shielding gas supply, and welding power supply. The document outlines key parts of the welding gun and explains the functions of the wire feed unit, electrode wire selection, and shielding gases. It provides steps for GMAW including preparing the base metal, selecting the correct filler metal and shielding gas, setting parameters like wire feed speed and voltage, and mastering travel speed. Joint types and their applications are also summarized.
The document provides information on various welding processes including arc welding, gas welding, resistance welding, and MIG welding. It discusses the basic principles, types, equipment, and applications of each process. For arc welding, it explains how the electric arc is used to join metals and lists the common types such as carbon arc, metal arc, TIG, and plasma arc welding. It also outlines the advantages and disadvantages of each process.
This document provides an overview of gas metal arc welding (GMAW), also known as metal inert gas (MIG) welding. It discusses GMAW safety, principles, components, equipment setup, process variables, metal transfer modes, troubleshooting welds, advantages and limitations, electrode classification, and example lesson plans. The key topics covered include protecting yourself from fumes, electric shock, and arc rays while welding; the basic circuit and components of the GMAW process; and how to strike an arc, lay a bead, and make different types of welds.
This document provides information on TIG and MIG welding processes used in manufacturing. It describes that TIG welding uses a non-consumable tungsten electrode and inert gas shielding to produce high quality welds, especially on thin materials. MIG welding uses a continuous wire feed and inert gas shield to allow for faster, more automated welding. The document discusses their applications in industries like aerospace, bicycle, automotive and discusses how they are used for tasks like pipe welding and repairing equipment. Safety precautions for fumes, electric shock and gas cylinders are also outlined.
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.
The document discusses the different types of arc welding processes. It describes the basic configurations and types of electrodes used in Shielded Metal Arc Welding (SMAW), Gas Metal Arc Welding (MIG), Flux-Cored Arc Welding (FCAW), Submerged Arc Welding (SAW), Gas Tungsten Arc Welding (TIG), Plasma Arc Welding (PAW) and Stud Welding. It also covers the physics behind arc welding including arc plasma formation, arc temperature, arc types, effects of magnetic fields and pulsed DC welding.
The document discusses MIG (metal inert gas) welding. It provides details on the MIG welding process such as using an electric arc and shielding gas to join metal and produce a slag-free weld. It also outlines the key benefits of MIG welding like its versatility in welding different metals and ability to achieve high welding rates and quality. Safety precautions for MIG welding and potential defects are also summarized.
Demand of welding increase of new materials.
-- ceramics and metal matrix composites.
-- High strength low-alloy (HSLA) steels
Lack of skilled labours
Traditional welding techniques are costly
Safety concerns.
Need to improve the total cost effectiveness of the welding
Lalit Yadav
Welding is a process that joins materials by causing fusion and filling the joint with a filler material. There are several advantages to welding including lighter structures, maximum strength in joints, easy alterations, pleasing appearance, and strength equal to the parent material. Spot welding uses two electrodes to locally fuse materials and is commonly used in automotive and aircraft industries to join sheet metal. MIG welding uses an inert gas shield to prevent contamination and is often used for carbon/alloy steels, stainless steel, aluminum and other metals due to its high welding speed and economy. Common welding defects include lack of penetration, undercut, slag inclusion, porosity, cracks, spatter, and distortion.
Welding is a fabrication technique that joins materials together by heating them to suitable temperatures using various heat sources like electric arcs or gas flames. There are different types of welding processes categorized by the heat source and filler material used, such as arc welding, gas welding, resistance welding, and solid state welding. The document focuses on three main arc welding processes: shielded metal arc welding uses a consumable electrode covered in flux; gas metal arc welding uses a continuously fed wire electrode and shielding gas; and gas tungsten arc welding uses a non-consumable tungsten electrode and separate shielding gas and filler material. Each process is illustrated and their characteristics are compared. Common welding defects are also briefly discussed.
Arc welding processes like shielded metal arc welding, gas metal arc welding and gas tungsten arc welding are described. Shielded metal arc welding uses a consumable electrode covered with a flux to shield the weld. Gas metal arc welding employs a continuously fed wire and shielding gas. Gas tungsten arc welding uses a non-consumable tungsten electrode, shielding gas and a separate filler material. The document discusses welding techniques, processes, defects and includes illustrations of welding joints and processes.
An electric vehicle, also called an EV, uses one or more electric motors or traction motors
for propulsion instead of the traditional fossil fuel.
• First electric carriage was built in 1830s and the first electric automobile was built in 1891
in the United States.
• Types : Battery electric Vehicle
Hybrid Electric Vehicle
Plug-in Hybrid Electric Vehicle
Fuel Cell Electric Vehicle
• Electric vehicles will play a pivot role in changing the environment and economy around
the globe in the next two decades.
The document summarizes the development of gas metal arc welding (GMAW). It discusses how GMAW was developed in the 1940s using an aluminum electrode and argon gas shielding. In the 1950s, carbon dioxide was used as a welding atmosphere. The short-arc variation of GMAW was developed in the late 1950s, which increased versatility and allowed welding of thinner materials. The document also covers GMAW equipment, variables that affect weld quality like current and wire feed speed, and safety precautions for GMAW.
This presentation provides an overview of the metal inert-gas welding machine. It discusses the history and development of MIG welding in the 1940s. The presentation describes the function, features, and characteristics of MIG welding machines, including that they provide deep penetration, stable welding, and can weld a variety of metals. It compares MIG welding machines to TIG welding machines, noting that MIG welding is faster, easier to automate, and less expensive.
The document provides an overview of electric welding processes. It defines welding, discusses the principles of welding including heat and filler metals, and classifies welding into categories such as gas welding, arc welding, resistance welding, and solid state welding. Specific arc welding processes are described in detail, including metallic arc welding and carbon arc welding. Applications of welding and its advantages and limitations are also summarized.
The document discusses Tungsten Inert Gas (TIG) welding for constructing an effective load bearing structure. Butt joints were used due to their strength and resistance to impact and stress. TIG welding provides high quality welds through manual operation and requires skill. Key parameters like current, voltage, gas flow and composition, and welding speed must be optimized. TIG welding has advantages like versatility, minimal distortions, and precise control and is often used for thin materials and in industries like aerospace, bicycle, and tool and die repair.
A simple slideshow of common welding process, welding terminology, welding symbols / joint configurations, welder related operations, and welding safety.
The document discusses various welding processes including gas welding, arc welding, MIG welding, and TIG welding. It provides details on the principles, equipment used, advantages and disadvantages of each process. Some key points:
- Welding joins metals through heating and fusion. Common processes are oxy-acetylene gas welding, SMAW, GMAW (MIG), and GTAW (TIG welding).
- Gas welding uses a flame to heat and fuse metals. MIG welding continuously feeds a wire electrode to form the weld. TIG welding uses a non-consumable tungsten electrode and inert gas shield.
- Advantages include strong joints, cost effectiveness, versatility. Dis
This document discusses welding technology and gas metal arc welding (GMAW) in particular. It defines GMAW and describes the necessary equipment, including a wire feed unit, welding gun, welding electrode wire, shielding gas supply, and welding power supply. The document outlines key parts of the welding gun and explains the functions of the wire feed unit, electrode wire selection, and shielding gases. It provides steps for GMAW including preparing the base metal, selecting the correct filler metal and shielding gas, setting parameters like wire feed speed and voltage, and mastering travel speed. Joint types and their applications are also summarized.
The document provides information on various welding processes including arc welding, gas welding, resistance welding, and MIG welding. It discusses the basic principles, types, equipment, and applications of each process. For arc welding, it explains how the electric arc is used to join metals and lists the common types such as carbon arc, metal arc, TIG, and plasma arc welding. It also outlines the advantages and disadvantages of each process.
This document provides an overview of gas metal arc welding (GMAW), also known as metal inert gas (MIG) welding. It discusses GMAW safety, principles, components, equipment setup, process variables, metal transfer modes, troubleshooting welds, advantages and limitations, electrode classification, and example lesson plans. The key topics covered include protecting yourself from fumes, electric shock, and arc rays while welding; the basic circuit and components of the GMAW process; and how to strike an arc, lay a bead, and make different types of welds.
This document provides information on TIG and MIG welding processes used in manufacturing. It describes that TIG welding uses a non-consumable tungsten electrode and inert gas shielding to produce high quality welds, especially on thin materials. MIG welding uses a continuous wire feed and inert gas shield to allow for faster, more automated welding. The document discusses their applications in industries like aerospace, bicycle, automotive and discusses how they are used for tasks like pipe welding and repairing equipment. Safety precautions for fumes, electric shock and gas cylinders are also outlined.
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.
Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
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 MODELgerogepatton
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%.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
4. Gas Metal Arc Welding (GMAW)
Formerly known as metal inert-gas
(MIG)
5. History
• Originally developed for welding aluminum
and other non-ferrous materials in 1940s
• Soon applied to steel, allowed for lower
welding time compared to other welding
processes
6. What is MIG?
• Semi-automatic or automatic arc welding
process in which a continuous and
consumable wire electrode and a shielding gas
are fed through a welding gun
8. Specifics
• Electrode wire (0.6-6.4 mm diameter) can be
uncoated, solid or hollow tube with powered
alloy (flux) additions in center (metal-cored
electrode)
• Argon, Helium, O2 or CO2 used as shielding
gas, which is the primary protection for the
arc and molten metal no flux needed
11. Advantages
• Faster than most other welding processes
• Gas metal arc process can be applied to all
metals
• No slag to be removed, unlike other welding
processes
12. Limitations
• More costly equipment than SMAW or FCAW
• Rarely used outdoors or in other areas of air
volatility
• Weld is prone to cracking
13. Applications
• Most common industrial welding process,
preferred for its versatility, speed and relative
ease of adapting the process to robotic
automation
• Automobile industry uses MIG almost
exclusively
15. Shielded Metal Arc Welding
• Manual arc welding process
• Electric current is used to form an arc
between the workpiece and the electrode
• Weld is produced using a consumable flux
coated electrode
• During welding the flux forms a layer of slag
and serves as a shielding gas to protect the
weld from atmospheric contamination
16. Process
• Electrode brought in
contact with workpiece
and then pulled away
slightly in a sweeping
motion to initiate the arc
• Electrode begins to melt
and the flux disintigrates
and forms a shielding gas
• As the weld solidifies, slag
floats to the surface to
protect the weld
• Slag is hammered away to
reveal the finished weld
17. Advantages
• Simple and versatile
• Unlimited upper bound on material thickness
• Skilled welders are able to use SMAW in any
position
• Significant investment from welding industry
Lincoln Electric
~30 different mild/low alloy steel electrodes
~20 different stainless steel electrodes
20. TIG Welding History
• Developed in 1940 by Northrup Aircraft
employee to weld Mg
• Originally called “Heliarc” from the helium
shielding gas
• Patent sold to Union Carbide
GMP Presentaion - Welding 3/31/09 20
21. GTAW/TIG Welding Components
Gas Tungsten Arc Welding / Tungsten Inert Gas
• Constant-current welding power supply
• Non-Consumable Tungsten Electrode
• Inert Shielding Gas – Usually argon or helium or
a mixture
• Optional Filler Rod
GMP Presentaion - Welding 3/31/09 21
22. TIG Welding Specifics
• Plasma consisting of ionized
gases and metal vapors
• Commonly used to weld thin
sections of stainless steel, nickel
and copper alloys, as well as
light metals such as aluminum,
magnesium, titanium
GMP Presentaion - Welding 3/31/09 22
23. TIG Welding Advantages
• Offers greater operator control than competing
procedures
• Stronger, higher quality welds
• Attractive “stitched” finish
• No “smoke and spatter”
• Some welds require no filler material (edge, butt
and corner joints)
• Highly resistant to cracking (ductile) and
corrosion over long time periods
GMP Presentaion - Welding 3/31/09 23
24. TIG Welding Disadvantages
• Many consider this the most difficult of all the
popular welding processes
• Torches often require a cooling system (such
as water cooled torches, 200-600 Amps)
• Requires venting of shielding gas and
particulate matter
• Speed of process
GMP Presentaion - Welding 3/31/09 24
25. TIG Welding Safety
• Intense ultraviolet radiation requires special
eye protection (welding helmet) and complete
skin coverage to avoid sunburn
• Requires ventilation of gases to avoid
asphyxiation or inhalation of dangerous fumes
• Be aware of fire hazard
GMP Presentaion - Welding 3/31/09 25
26. TIG Welding Major Players
• Miller • Lincoln Electric
GMP Presentaion - Welding 3/31/09 26
28. Plastic Welding Methods
• Hot Gas
• Speed Tip
• Extrusion
• Contact, Hot Plate
• High Frequency
• Ultrasonic
• Spin
• Laser
• Solvent
29. Typical Types of Plastic Welding
• Hot Gas
– Freehand
– Uses hot air to melt plastic welding rod
• Speed Tip
– Heats and presses molten weld rod into
part
• Extrusion
– Bigger welds, single pass
• Contact
– Like spot welding
• Hot Plate
– Like contact
30. Other Plastic Welding Methods
• High frequency
– Only available for use with plastics such as PVC, PA, and acetates
– Plastic is heated using high frequency electromagnetic waves and parts
are joined
• Ultrasonic
– Similar to high frequency
– Energy concentrated for maximum weld strength
• Spin welding
– One part spun at high velocity. This part is then pressed against another
fixed part with a lot of force.
• Laser
– Wavelengths vary from 808 nm to 980 nm
– Power levels from 1W to 100W needed depending on material thickness
and process speed
• Solvent
– Use solvent to dissolve polymers in both parts to mix
32. History
- The ceramic welding process
was developed and originally
designed for the repair of
glass furnaces.
-In 1979 the technology was
introduced to the United
States as a method to repair
coke oven walls in the steel
industry.
-Since then the process has
evolved to include other
industries, primarily glass,
aluminum, copper, foundry
and cement.
GMP Presentaion - Welding 3/31/09 32
33. Process
-In ceramic welding processes,
oxidizing gas and a mixture of
refractory and fuel powders are
projected against a surface.
-The fuel is burnt to generate
sufficient heat so that the
refractory powder becomes at
least partially melted or softened
and a cohesive refractory mass is
progressively built up against that
surface.
-No arch like there is in TIG, MIG
or stick, but has a similar idea as
sintering in PM
GMP Presentaion - Welding 3/31/09 33
34. Components
Power- fuel powder is present in a
proportion of no more than 15% by
weight of the total mixture and
includes at least two metals selected
from aluminum, magnesium,
chromium and zirconium.
- the major part by weight of the
refractory powder consists of one or
more of magnesia, alumina and
chromic oxide.
Welder- a lance is used to deliver the
powder and oxidizing gas to the weld
area.
- hopper is used to hold the powder
mixture.
- welder can project up to 2 kg/min
of material to the weld site, but there’s
better quality of the weld at lower
rates.
Inspection of weld and weld area- a
camera can be attached to the lance or
a endoscope to inspect the weld.
GMP Presentaion - Welding 3/31/09 34
35. Uses and
Advantages
•Mostly used for repairs of the
brick lining in furnaces for glass
furnaces.
•Used to hold the refractory brick
lining in place by welding to brick
to steel rods in the furnace.
•Can be done while furnace is still
hot, preventing long durations of
down time for cool down.
•Lengthens the operational life
time of a furnace
GMP Presentaion - Welding 3/31/09 35
36. Welding Safety (ANSI Z49.1)
• 4.1 Protection of the general area
– Signs and warnings
– Equipment located/placed to prevent hazards in the workplace
– Protect personnel from welding areas via tall, fire resistant, protective
shielding and screening or require protective clothing
• 4.3 Protective Clothing
– Correct welding helmet/eye protection with respective shading
– Flame resistant gloves, aprons, leggings capes and sleeves
– Heavier clothing
• These standards and more can be found on the American Welding Society
website
• www.aws.org
37. American Welding Society
• Nonprofit organization devoted to advancing the
science, technology, and application of welding
and allied joining and cutting processes
• Code and certification procedures (more than
100 published) provide industry standards for the
welding and joining of metals, plastics and other
materials
• Certification consists of detailed testing
procedures, renewal is typically required every 9
years at an AWS accredited testing facility
• ~ 50,000 members, primarily in the US
39. The Machine
Itself
- Consists of a travel beam, carriage and
rolling mounts.
-There are 6 axis of motion with two being
manually set before weld operation begins
with a total of 6 DOF
-Uses a TIG welding tip that uses helium as a
cover gas and the titanium electrode is water
cooled.
-Capable of welding a wide range of metals
because the welding tip can be changed to a
MIG tip as well and weld (Aluminum,
stainless steel, steel and bronze)
-Used to weld copper at ZAK, Inc. for
crucibles.
GMP Presentaion - Welding 3/31/09 39
40. Reasoning on
Purchase and Set-up
for the Machine
-Reliability and consistency of the weld vs. a
manual weld.
-Faster bead speed of 4-5 lbs/hr vs. 2 lbs/hr
manually.
-Faster part set-up.
-Took a year to get the welder into the shop
from first price quote to the first test run in
the shop
-Sent one operator away for 2 days for
training.
-Saves on average $6,500 in underling cost
per crucible in hope of resulting in a larger
market share.
-Estimated 2-5 years in return on investment.
GMP Presentaion - Welding 3/31/09 40
41. Disadvantages
and Problems
-Takes up a permanent floor space
-More weld material is needed to fill the
weld zone
-Must still have a skilled welder around when
operating the machine to continually inspect
the weld
-Total cost for the welder was about
$250,000 with an additional $20-$30,000 in
training cost.
-Now spend $6/lbs on the wire used to fill
the weld
-Cleaning and prepping the weld site is more
involved.
-Tubes tend to deform by tear dropping or
bowing from the heating of the work piece
GMP Presentaion - Welding 3/31/09 41
Editor's Notes
25% Argon 75% Helium is common mixture.
Autogenous welding does not use filler rod.
constant-current welding power supply produces energy which is conducted across the arc through a column of highly ionized gas and metal vapors known as a plasma.
Safer in dangerous environments
Autogenous welds.
Touching the weld pool can contaminate the weld.
Weld Craters and associated cracks can occur near the end of a weld.
Water cooled torches not mobile.
Curtains to protect personnel.
Heavy metal fumes, cleaners and degreasers broken down to phosgene from chlorinated products.