Like Comment and Download if u like this presentation
Motion and deformation of material under action of
Force
Temperature change
Phase change
Other external or internal agents
These changes lead us to some properties that are called Mechanical properties
Some of the Mechanical Properties
Ductility
Hardness
Impact resistance
Fracture toughness
Elasticity
Fatigue strength
Endurance limit
Creep resistance
Strength of material
Ductility: ductility is a solid material's ability to deform under tensile stress
Hardness of a material may refer to resistance to bending, scratching, abrasion or cutting.
Impact resistance is the ability of a material to withstand a high force or shock applied to it over a short period of time
Plasticity: ability of a material to deform permanently by the
1. The document describes a horizontal shaft supported by bearings at each end that carries two gears.
2. Gears C and D are located 250mm and 400mm from their respective bearings and have pitch diameters of 600mm and 200mm.
3. The shaft transmits 20kW of power at 120rpm, delivered at gear C and taken out at gear D, with vertical tooth pressures on each gear.
4. The question asks to determine the shaft diameter if the working stresses are 100MPa in tension and 56MPa in shear.
This document discusses the design and properties of shafts, keys, couplings, and gears used in mechanical engineering. It covers the following key points:
- Shafts are rotating elements that transmit power and torque from one place to another. They experience both twisting moments and bending stresses.
- Common materials for shafts include various grades of carbon steel. Shaft size is determined based on required strength, rigidity, and stresses from torque and bending loads.
- Keys are inserted between shafts and machine elements like pulleys to prevent relative motion and transmit torque. Couplings are used to connect two shafts together.
- Gears transmit power between shafts and change speed or torque. The document
The document discusses torsion and torsional deformation of circular shafts. It defines torsion as a moment that twists a member about its longitudinal axis. For a circular shaft under pure torsion, the angle of twist is linearly proportional to the distance along the shaft. The maximum shear stress occurs at the outer surface of the shaft and is calculated using the torsion formula. Non-uniform torsion is analyzed by dividing the shaft into segments or using differential elements and integrating along the length. The document also provides examples of solving for shear stress and required shaft diameter given applied torques.
1) Hollow shafts can be used where weight reduction is important since only the outer material of solid shafts is stressed to the allowable limit, wasting the inner material.
2) The general torsion equation for solid shafts also applies to hollow shafts under the same assumptions.
3) Helical springs come in closed coil and open coil varieties and are used to absorb shocks and resist sudden forces between devices. They are made of spring steel or stainless steel wire.
This document provides an overview of column design and analysis. It defines columns and discusses their common uses in structures like buildings and bridges. Short columns fail through crushing, while long columns fail through buckling. Euler developed the first equation to analyze buckling in columns. The document discusses factors that influence a column's buckling capacity, like its effective length which depends on end support conditions. It presents design equations and factors for different column types (short, long, intermediate) and materials (steel). Safety factors are larger for columns than other members due to their importance for structural stability.
The document discusses column stability and Euler's formula for pin-ended columns. It provides:
- An introduction to column stability and buckling under compressive loads.
- A model of a column as two rods with a torsional spring to explain buckling behavior.
- Derivation of Euler's formula which gives the critical buckling load of a pin-ended column as a function of its properties.
- Discussion of how column geometry, specifically its slenderness ratio, affects buckling behavior.
Like Comment and Download if u like this presentation
Motion and deformation of material under action of
Force
Temperature change
Phase change
Other external or internal agents
These changes lead us to some properties that are called Mechanical properties
Some of the Mechanical Properties
Ductility
Hardness
Impact resistance
Fracture toughness
Elasticity
Fatigue strength
Endurance limit
Creep resistance
Strength of material
Ductility: ductility is a solid material's ability to deform under tensile stress
Hardness of a material may refer to resistance to bending, scratching, abrasion or cutting.
Impact resistance is the ability of a material to withstand a high force or shock applied to it over a short period of time
Plasticity: ability of a material to deform permanently by the
1. The document describes a horizontal shaft supported by bearings at each end that carries two gears.
2. Gears C and D are located 250mm and 400mm from their respective bearings and have pitch diameters of 600mm and 200mm.
3. The shaft transmits 20kW of power at 120rpm, delivered at gear C and taken out at gear D, with vertical tooth pressures on each gear.
4. The question asks to determine the shaft diameter if the working stresses are 100MPa in tension and 56MPa in shear.
This document discusses the design and properties of shafts, keys, couplings, and gears used in mechanical engineering. It covers the following key points:
- Shafts are rotating elements that transmit power and torque from one place to another. They experience both twisting moments and bending stresses.
- Common materials for shafts include various grades of carbon steel. Shaft size is determined based on required strength, rigidity, and stresses from torque and bending loads.
- Keys are inserted between shafts and machine elements like pulleys to prevent relative motion and transmit torque. Couplings are used to connect two shafts together.
- Gears transmit power between shafts and change speed or torque. The document
The document discusses torsion and torsional deformation of circular shafts. It defines torsion as a moment that twists a member about its longitudinal axis. For a circular shaft under pure torsion, the angle of twist is linearly proportional to the distance along the shaft. The maximum shear stress occurs at the outer surface of the shaft and is calculated using the torsion formula. Non-uniform torsion is analyzed by dividing the shaft into segments or using differential elements and integrating along the length. The document also provides examples of solving for shear stress and required shaft diameter given applied torques.
1) Hollow shafts can be used where weight reduction is important since only the outer material of solid shafts is stressed to the allowable limit, wasting the inner material.
2) The general torsion equation for solid shafts also applies to hollow shafts under the same assumptions.
3) Helical springs come in closed coil and open coil varieties and are used to absorb shocks and resist sudden forces between devices. They are made of spring steel or stainless steel wire.
This document provides an overview of column design and analysis. It defines columns and discusses their common uses in structures like buildings and bridges. Short columns fail through crushing, while long columns fail through buckling. Euler developed the first equation to analyze buckling in columns. The document discusses factors that influence a column's buckling capacity, like its effective length which depends on end support conditions. It presents design equations and factors for different column types (short, long, intermediate) and materials (steel). Safety factors are larger for columns than other members due to their importance for structural stability.
The document discusses column stability and Euler's formula for pin-ended columns. It provides:
- An introduction to column stability and buckling under compressive loads.
- A model of a column as two rods with a torsional spring to explain buckling behavior.
- Derivation of Euler's formula which gives the critical buckling load of a pin-ended column as a function of its properties.
- Discussion of how column geometry, specifically its slenderness ratio, affects buckling behavior.
This document summarizes concepts related to torsion and the torsion of circular elastic bars. It discusses the assumptions made in analyzing torsion, including that shear strain varies linearly from the central axis. It also covers determining shear stress and torque using the polar moment of inertia for circular cross-sections. The relationships between applied torque, shear stress, shear strain, and angle of twist are defined. Stress concentrations and alternative differential equations approaches are also summarized.
The document discusses different types of beams based on their end support, shape, and equilibrium conditions. It describes simply supported beams, cantilever beams, fixed beams, continuous beams, and overhanging beams. The cross section shapes discussed include I-beams, C-beams, and T-beams. Determinate beams can be analyzed using basic equilibrium equations to find support reactions, while non-determinate beams require additional information.
Chapter 11: Stability of Equilibrium: ColumnsMonark Sutariya
1) The document discusses various buckling modes of columns including flexural, torsional-flexural, and torsional buckling. It provides examples of buckling in thin-walled tubes and prismatic members.
2) Euler buckling formulas are presented for columns with different end conditions, such as both ends pinned, one end fixed and one end pinned. The critical buckling load depends on the effective length which accounts for the end conditions.
3) Limitations of the Euler formulas and generalized formulas are discussed. The tangent modulus formula extends the elastic analysis to the inelastic range by using the tangent modulus.
Springs are elastic bodies that store mechanical energy when compressed, stretched, or twisted by an external force. Common materials used for springs include various types of steel, copper alloys, and titanium. Springs can be arranged in series or parallel configurations, and the total spring constant of combined systems can be calculated. Different types of springs include helical, leaf, and disc springs, which are used for various purposes like absorbing shock, storing energy, and maintaining contact forces. Helical springs specifically can be tensional, compression, torsion, or spiral types.
UNIT 4 Energy storing elements and Engine components.pptxCharunnath S V
This document discusses various energy storing elements and engine components. It describes springs, including helical springs, leaf springs, Belleville springs, and concentric springs. It discusses the material, design, and stresses in helical springs. It also covers flywheels, connecting rods, and crankshafts as key engine components that help store and transmit energy within an engine.
1) The document discusses the design of compression members and buckling behavior. It covers topics like Euler buckling analysis, factors that affect column strength, and modern design using column curves.
2) Key aspects reviewed include elastic buckling of pin-ended columns, the influence of imperfections and eccentric loading on column strength, and classification of sections based on their buckling behavior.
3) Design approaches like effective length, slenderness ratio, and determining the design compressive stress are summarized. Both elastic and inelastic buckling modes are addressed.
Strength of Materials Lecture - 2
Elastic stress and strain of materials (stress-strain diagram)
Mehran University of Engineering and Technology.
Department of Mechanical Engineering.
- Beam-column joints are the weakest points in reinforced concrete frames during earthquakes due to stresses that cause cracking and failure. There are two main types of failure: shear and anchorage.
- Proper design of beam-column joints including use of closed loop ties, intermediate bars, wider columns, and straight beam bars inserted into the column improves earthquake resistance by resisting distortion and improving concrete confinement.
- Innovative techniques for strengthening joints include fiber reinforced concrete and FRP wrapping to prevent cracking and increase strength. Well designed joints are crucial to avoiding damage during seismic activity.
Beams and columns (machine design & industrial drafting )Digvijaysinh Gohil
1. The document discusses beams and columns, providing definitions and types of each. It describes types of beam supports, loads, failures and stresses.
2. Types of column failures like compression and buckling are explained. Formulas for calculating critical buckling load are provided, including Euler's formula.
3. The document also covers Johnson's and Rankine's formulas for analyzing column buckling loads.
Informacion de vigas y la forma de análisis solución de problemáticas referente a las vigas y su formulación matemática y analítica. Teniendo en cuenta cada una de sus variables como inercia, fuerzas cortantes, flexiones entre muchas más. También se muestran casos de la vida real donde se realiza mal análisis de vigas.
- Dislocations are line defects in crystalline materials that allow for plastic deformation through slip and twinning. There are three main types of dislocations: edge, screw, and mixed.
- Slip occurs when a dislocation moves through the crystal on a specific slip plane in a slip direction under an applied shear stress. This motion explains how plastic deformation takes place.
- Strengthening mechanisms like decreasing grain size, solid solution strengthening, strain hardening, and precipitation strengthening make it harder for dislocations to slip by introducing obstacles in their path. This increases the critical resolved shear stress required for plastic deformation.
- Strength of materials deals with how solid objects deform under stress or strain. It analyzes stresses and strains in structural members like beams and columns.
- A rigid body does not change shape when forces act on it, while a deformable body does change shape under forces. Most materials exhibit elasticity and deform but return to their original shape when the forces are removed.
- Stress is the applied force per unit area that tends to deform a material. Strain is the resulting deformation or change in shape of the material. Common types of stress include tensile, compressive, and shearing stresses, while strains include longitudinal, volumetric, and shearing strains.
Lec11 Continuous Beams and One Way Slabs(1) (Reinforced Concrete Design I & P...Hossam Shafiq II
The document discusses reinforced concrete continuity and analysis methods for continuous beams and one-way slabs. It describes how steel reinforcement must extend through members to provide structural continuity. The ACI/SBC coefficient method of analysis is summarized, which uses coefficient tables to determine maximum shear forces and bending moments for continuous beams and one-way slabs under various loading conditions in a simplified manner compared to elastic analysis. Requirements for applying the coefficient method include having multiple spans with ratios less than 1.2, prismatic member sections, and live loads less than 3 times dead loads.
physical and mechcanical properties of dental materials..pptmanjulikatyagi
The document discusses various mechanical properties of materials including stress, strain, tensile strength, compressive strength, shear strength, modulus of elasticity, ductility, resilience, toughness, and hardness. It defines these terms and describes methods for measuring properties such as stress, strain, hardness, and strength. For example, stress is defined as force per unit area and can be measured using a three-point bending test. Hardness is the resistance of a material to indentation and can be measured using Knoop or Vickers indentation tests.
The document discusses reinforced concrete columns, including their functions, failure modes, classifications, and design considerations. Columns primarily resist axial compression but may also experience bending moments. They can fail due to compression, buckling, or a combination. Design depends on whether the column is short or slender, braced or unbraced. Reinforcement is determined based on the loads applied, including axial load only, symmetrical beam loading, or loading in one or two bending directions. Links are included to prevent bar buckling. Examples show how to design column longitudinal reinforcement and links for different load cases.
The document discusses reinforced concrete columns, including their functions, failure modes, classifications, and design considerations. Columns primarily resist axial compression but may also experience bending moments. They can fail due to compression, buckling, or a combination. Design depends on whether the column is short or slender, braced or unbraced. Reinforcement is designed based on the column's expected loads and dimensions using methods specified in design codes like BS 8110.
This document discusses reinforced concrete columns. Columns act as vertical supports that transmit loads to foundations. Columns may fail due to compression failure, buckling, or a combination. Short columns are more prone to compression failure, while slender columns are more likely to buckle. Column sections can be square, circular, or rectangular. The dimensions and bracing affect whether a column is classified as short or slender. Longitudinal reinforcement and links are designed to resist axial loads and moments based on the column's effective height and end conditions. Design charts are used to determine reinforcement for columns with axial and uniaxial bending loads. Examples show how to design column reinforcement.
Understanding Gridshell Structures - Mannheim Multihalle Case StudyAbhimanyu Singhal
The Mannheim Multihalle is a physical proof that little more than simple math and a detailed model could be used to create a structure with both organic materials and form.
This document summarizes concepts related to torsion and the torsion of circular elastic bars. It discusses the assumptions made in analyzing torsion, including that shear strain varies linearly from the central axis. It also covers determining shear stress and torque using the polar moment of inertia for circular cross-sections. The relationships between applied torque, shear stress, shear strain, and angle of twist are defined. Stress concentrations and alternative differential equations approaches are also summarized.
The document discusses different types of beams based on their end support, shape, and equilibrium conditions. It describes simply supported beams, cantilever beams, fixed beams, continuous beams, and overhanging beams. The cross section shapes discussed include I-beams, C-beams, and T-beams. Determinate beams can be analyzed using basic equilibrium equations to find support reactions, while non-determinate beams require additional information.
Chapter 11: Stability of Equilibrium: ColumnsMonark Sutariya
1) The document discusses various buckling modes of columns including flexural, torsional-flexural, and torsional buckling. It provides examples of buckling in thin-walled tubes and prismatic members.
2) Euler buckling formulas are presented for columns with different end conditions, such as both ends pinned, one end fixed and one end pinned. The critical buckling load depends on the effective length which accounts for the end conditions.
3) Limitations of the Euler formulas and generalized formulas are discussed. The tangent modulus formula extends the elastic analysis to the inelastic range by using the tangent modulus.
Springs are elastic bodies that store mechanical energy when compressed, stretched, or twisted by an external force. Common materials used for springs include various types of steel, copper alloys, and titanium. Springs can be arranged in series or parallel configurations, and the total spring constant of combined systems can be calculated. Different types of springs include helical, leaf, and disc springs, which are used for various purposes like absorbing shock, storing energy, and maintaining contact forces. Helical springs specifically can be tensional, compression, torsion, or spiral types.
UNIT 4 Energy storing elements and Engine components.pptxCharunnath S V
This document discusses various energy storing elements and engine components. It describes springs, including helical springs, leaf springs, Belleville springs, and concentric springs. It discusses the material, design, and stresses in helical springs. It also covers flywheels, connecting rods, and crankshafts as key engine components that help store and transmit energy within an engine.
1) The document discusses the design of compression members and buckling behavior. It covers topics like Euler buckling analysis, factors that affect column strength, and modern design using column curves.
2) Key aspects reviewed include elastic buckling of pin-ended columns, the influence of imperfections and eccentric loading on column strength, and classification of sections based on their buckling behavior.
3) Design approaches like effective length, slenderness ratio, and determining the design compressive stress are summarized. Both elastic and inelastic buckling modes are addressed.
Strength of Materials Lecture - 2
Elastic stress and strain of materials (stress-strain diagram)
Mehran University of Engineering and Technology.
Department of Mechanical Engineering.
- Beam-column joints are the weakest points in reinforced concrete frames during earthquakes due to stresses that cause cracking and failure. There are two main types of failure: shear and anchorage.
- Proper design of beam-column joints including use of closed loop ties, intermediate bars, wider columns, and straight beam bars inserted into the column improves earthquake resistance by resisting distortion and improving concrete confinement.
- Innovative techniques for strengthening joints include fiber reinforced concrete and FRP wrapping to prevent cracking and increase strength. Well designed joints are crucial to avoiding damage during seismic activity.
Beams and columns (machine design & industrial drafting )Digvijaysinh Gohil
1. The document discusses beams and columns, providing definitions and types of each. It describes types of beam supports, loads, failures and stresses.
2. Types of column failures like compression and buckling are explained. Formulas for calculating critical buckling load are provided, including Euler's formula.
3. The document also covers Johnson's and Rankine's formulas for analyzing column buckling loads.
Informacion de vigas y la forma de análisis solución de problemáticas referente a las vigas y su formulación matemática y analítica. Teniendo en cuenta cada una de sus variables como inercia, fuerzas cortantes, flexiones entre muchas más. También se muestran casos de la vida real donde se realiza mal análisis de vigas.
- Dislocations are line defects in crystalline materials that allow for plastic deformation through slip and twinning. There are three main types of dislocations: edge, screw, and mixed.
- Slip occurs when a dislocation moves through the crystal on a specific slip plane in a slip direction under an applied shear stress. This motion explains how plastic deformation takes place.
- Strengthening mechanisms like decreasing grain size, solid solution strengthening, strain hardening, and precipitation strengthening make it harder for dislocations to slip by introducing obstacles in their path. This increases the critical resolved shear stress required for plastic deformation.
- Strength of materials deals with how solid objects deform under stress or strain. It analyzes stresses and strains in structural members like beams and columns.
- A rigid body does not change shape when forces act on it, while a deformable body does change shape under forces. Most materials exhibit elasticity and deform but return to their original shape when the forces are removed.
- Stress is the applied force per unit area that tends to deform a material. Strain is the resulting deformation or change in shape of the material. Common types of stress include tensile, compressive, and shearing stresses, while strains include longitudinal, volumetric, and shearing strains.
Lec11 Continuous Beams and One Way Slabs(1) (Reinforced Concrete Design I & P...Hossam Shafiq II
The document discusses reinforced concrete continuity and analysis methods for continuous beams and one-way slabs. It describes how steel reinforcement must extend through members to provide structural continuity. The ACI/SBC coefficient method of analysis is summarized, which uses coefficient tables to determine maximum shear forces and bending moments for continuous beams and one-way slabs under various loading conditions in a simplified manner compared to elastic analysis. Requirements for applying the coefficient method include having multiple spans with ratios less than 1.2, prismatic member sections, and live loads less than 3 times dead loads.
physical and mechcanical properties of dental materials..pptmanjulikatyagi
The document discusses various mechanical properties of materials including stress, strain, tensile strength, compressive strength, shear strength, modulus of elasticity, ductility, resilience, toughness, and hardness. It defines these terms and describes methods for measuring properties such as stress, strain, hardness, and strength. For example, stress is defined as force per unit area and can be measured using a three-point bending test. Hardness is the resistance of a material to indentation and can be measured using Knoop or Vickers indentation tests.
The document discusses reinforced concrete columns, including their functions, failure modes, classifications, and design considerations. Columns primarily resist axial compression but may also experience bending moments. They can fail due to compression, buckling, or a combination. Design depends on whether the column is short or slender, braced or unbraced. Reinforcement is determined based on the loads applied, including axial load only, symmetrical beam loading, or loading in one or two bending directions. Links are included to prevent bar buckling. Examples show how to design column longitudinal reinforcement and links for different load cases.
The document discusses reinforced concrete columns, including their functions, failure modes, classifications, and design considerations. Columns primarily resist axial compression but may also experience bending moments. They can fail due to compression, buckling, or a combination. Design depends on whether the column is short or slender, braced or unbraced. Reinforcement is designed based on the column's expected loads and dimensions using methods specified in design codes like BS 8110.
This document discusses reinforced concrete columns. Columns act as vertical supports that transmit loads to foundations. Columns may fail due to compression failure, buckling, or a combination. Short columns are more prone to compression failure, while slender columns are more likely to buckle. Column sections can be square, circular, or rectangular. The dimensions and bracing affect whether a column is classified as short or slender. Longitudinal reinforcement and links are designed to resist axial loads and moments based on the column's effective height and end conditions. Design charts are used to determine reinforcement for columns with axial and uniaxial bending loads. Examples show how to design column reinforcement.
Understanding Gridshell Structures - Mannheim Multihalle Case StudyAbhimanyu Singhal
The Mannheim Multihalle is a physical proof that little more than simple math and a detailed model could be used to create a structure with both organic materials and form.
Limit state of collapse shear (1).pptxSatishKotwal
The document discusses the design of shear reinforcement in beams. It defines types of shear reinforcement like vertical stirrups, bent up bars, and inclined stirrups. It explains that the critical section for shear is at a distance d from the support face, where d is the effective depth. It provides design steps for calculating shear force, nominal shear stress, maximum shear stress in concrete, design shear strength in concrete, and determining if minimum or design shear reinforcement is required. Several examples are given applying these steps to design shear reinforcement for beams.
This document discusses the behavior and analysis of doubly reinforced concrete beam sections. It provides information on:
- The behavior of a doubly reinforced section with two stress blocks - one for the tension steel and one for the compression steel.
- The equations used to calculate the depth of the neutral axis and ultimate moment resistance for a doubly reinforced section.
- How the stress in compression steel (σsc) is determined, either from tables or through trial and error based on the steel grade.
- Examples of analysis problems solving for the depth of neutral axis, σsc, and ultimate moment resistance of given doubly reinforced beam sections.
- The design process for a doubly reinforced section, including determining the amounts of tension and compression steel
This document discusses different design methods and concepts in structural engineering including:
- Stress-strain curves and their elastic and plastic regions for materials like concrete and steel.
- Load factors which are used to enhance working loads based on material strength characteristics.
- Failure criteria based on stress, strain, and load at failure.
- Limit state design which considers the limit states of serviceability, durability, and collapse based on characteristic material strengths, loads, and partial safety factors.
DCS II is a new system that has been developed to replace the previous DCS system. It features improved processing capabilities and security features compared to the prior version. The new DCS II aims to streamline operations and provide enhanced functionality for users.
The document discusses key concepts in applied mechanics. It begins by defining Newton's three laws of motion - the first law of inertia, the second law relating force and acceleration, and the third law of action-reaction forces. It then defines Newton's law of universal gravitation. The rest of the document outlines the syllabus for a course in applied mechanics, listing topics like statics, kinetics, centroids, and moments of inertia. It provides several reference books for further study.
The document discusses key concepts in applied mechanics. It begins by defining Newton's three laws of motion - the first law of inertia, the second law relating force and acceleration, and the third law of action-reaction forces. It then defines Newton's law of universal gravitation. The rest of the document outlines the syllabus for a course in applied mechanics, listing topics like statics, kinetics, centroids, and moments of inertia. It provides several reference books for further study.
This document discusses various numerical integration techniques including the Trapezoidal rule, Simpson's 1/3 rule, and Simpson's 3/8 rule. These rules allow approximating the definite integral of a function from a set of tabulated values of the integrand. Examples are provided to demonstrate applying each rule to calculate the area under curves and integrals of specific functions over given intervals in 1-3 sentences.
DCS II is a new system that has been developed to replace the previous DCS system. It features improved processing capabilities and security features compared to the prior version. The new DCS II aims to streamline operations and provide enhanced functionality for users.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
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.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
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%.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
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.
2. Failure of column
• Direct compression
• Buckling
• Combination of compression & buckling
3. Direct compression
• Crushing failure occurs when the material of
the column is unable to withstand the
compressive forces and collapses due to
material yielding or rupture. This type of
failure is common in short, columns.
4. Buckling
• Buckling failure, on the other hand, occurs
when the column undergoes sudden large
deflections or lateral displacements, leading
to instability and collapse. This type of failure
is more common in long, slender columns
9. Assumption made in Eulers Column
Theory
• Initially straight column: The column is assumed
to be perfectly straight before any load is applied.
• Uniform cross-section: The cross-sectional shape
and dimensions of the column remain constant
along its length.
• Axial load through centroid: The applied load is
assumed to be axial and passes through the
centroid of the column's cross-section.
• Neglecting self-weight: The weight of the column
itself is neglected in calculations, assuming it is
relatively small compared to the applied loads.
10. Assumption made in Eulers Column
Theory
• Homogeneous and isotropic material: The column is
composed of a material that is homogeneous (uniform
composition) material and isotropic (has the same
properties in all directions).
• Elastic limit of stresses: The stresses within the column
are within the elastic limit of the material, ensuring
that the column remains in the elastic range.
• Length dominance: The length of the column is
significantly larger than its cross-sectional dimensions.
• Buckling as the only failure mode: The failure of the
column is by buckling, disregarding other failure
mechanisms.
11. Problem
• A bar of length 4m when used as a simply
supported beam subjected beam & subjected
to a uniformly distributed load of 30KN/m
over the whole span deflects 15mm at the
centre . Determine crippling loads when it is
used as a column with the following condition
• Both ends hinged
• One fixed other hinged
• Both fixed
16. Analysis of circular shaft subjected to
Torsion
• The shaft is considered to be in pure torsion if
it is subject to two opposing turning
moments. This causes the shaft to shear off at
every perpendicular cross-section. This
moment or torsion will bend the circular
shafts without affecting the shaft's cross-
section.
17. Assumption in the theory of pure
torsion
• The material is homogeneous and isotropic
• Hook's law is obeyed by the material.
• The shaft is circular in section.
• The cross-section of the shaft remains uniform
throughout.
• The shaft is subjected to pure torque only.
• The shaft is not subjected to any initial torque.
• The transverse sections which were plane before
application of torque remain plane even after
application of torque.
21. Problem
• Find the power transmitted by a shaft 50mm in
diameter at 2.5rev/sec if the max permissible shear
stress is 80N/mm2?
22.
23.
24.
25. Problem
• A solid shaft 80mm in diameter transmit 80KN ot 180rev/min.
Calculate the max shear induced & the angle of twist in
degree for a length of 8m consider G = 80000N/mm2
26.
27.
28.
29. Problem
• A solid shaft has to transmit 60KW at 10/3 hz. The max torque
transmitted in each revolution exceeds the mean by 30%. If
the shear stress is not to exceed 80N/mm2. find a suitable
diameter for the shaft?
30.
31.
32.
33. Shaft in series
• When two shaft are connected so as to remain continuous lengthwise
they are said to be in series
34.
35. Shaft in parallel
• When two shaft are connected so as to remain
surrounded in two shaft are said to be in parallel
36.
37. Problem
• A solid steel shaft 50mm in diameter is fixed rigidly & concentrically inside
a bronze sleeve 75mm external diameter. Find the angle of twist in a 1.5m
length of the composite shaft under the action of a torque of 8Nm
modulus of rigidity of steel is 8x10 4 N/mm2 & that of bronze is 4x10 4
N/mm2?