Bamboo is a versatile building material used widely in tropical and subtropical regions. It is strong yet light, renewable, and can be worked with simple tools. Bamboo has many uses including soil stabilization, carbon sequestration, crafts, construction, and industrial products. Though it requires preservation to prevent rotting or fire, bamboo housing is accessible and environmentally friendly. Bamboo grows quickly and is a productive, self-renewing resource.
This document discusses bamboo as a building material. It notes that bamboo is widely used for construction, particularly housing, due to its strength, light weight, and ability to be worked with simple tools. The document outlines various uses of bamboo, including construction, and describes its properties like tensile and compressive strength. It also discusses how bamboo is worked by splitting, shaping, and bending, as well as preservation methods and bamboo housing construction. Advantages are highlighted like strength and being environmentally friendly, while disadvantages include needing preservation and fire risk. The conclusion reiterates bamboo's important role in development and rural life.
In its natural form, bamboo as a construction material is traditionally associated with the cultures of South Asia, East Asia and the South Pacific, to some extent in Central and South America, and by extension in the aesthetic of Tiki culture. In China and India, bamboo was used to hold up simple suspension bridges, either by making cables of split bamboo or twisting whole culms of sufficiently pliable bamboo together. One such bridge in the area of Qian-Xian is referenced in writings dating back to 960 AD and may have stood since as far back as the third century BC, due largely to continuous maintenance.
Bamboo has also long been used as scaffolding; the practice has been banned in China for buildings over six stories, but is still in continuous use for skyscrapers in Hong Kong.[6] In the Philippines, the nipa hut is a fairly typical example of the most basic sort of housing where bamboo is used; the walls are split and woven bamboo, and bamboo slats and poles may be used as its support. In Japanese architecture, bamboo is used primarily as a supplemental and/or decorative element in buildings such as fencing, fountains, grates and gutters, largely due to the ready abundance of quality timber.
SANBIHARI SI 4TH SEMESTER SEMINAR TOPIC.pptxChandanSoy
This document summarizes a seminar on using bamboo as a building material. The seminar covered an introduction to bamboo, its common uses which include construction, handicrafts and industrial products. It discussed bamboo's properties like tensile strength and compressive strength. It also outlined how bamboo is worked, preserved, and used for housing. The seminar addressed advantages such as bamboo being light, strong, renewable and accessible. Disadvantages included needing preservation treatments, a natural shape, weak joint connections, and a fire risk. The conclusion was that bamboo has played an important role for mankind and will remain important for rural development.
The document reports on using bamboo as a sustainable building material for constructing houses and hotels. Some key points:
- Bamboo is a rapidly renewable resource that is strong, lightweight, and carbon sequestering. It has been used traditionally in developing countries as a building material.
- A bamboo house was proposed that uses locally sourced bamboo for walls, cladding, and structure. Bamboo is cheaper than traditional building materials like brick, with wall construction costs being over twice as high for brick walls.
- Bamboo provides good mechanical properties like compressive strength and tensile strength for construction. It must be properly treated to resist insects and rot.
- A cost analysis found that a 10 foot bamboo
Bamboo is a sustainable building material that can be used to lower construction costs for hotels and resorts. It grows quickly, is strong yet lightweight, and sequesters carbon from the atmosphere. Bamboo has inherent properties making it suitable for construction, such as high tensile strength, flexibility, and light weight. Using bamboo can reduce material costs by 65-70% compared to other materials like brick. Bamboo has compressive strength similar to concrete and tensile strength similar to steel. Construction using bamboo is also beneficial as it is affordable, environmentally friendly, and accessible even to low-income areas.
Bamboo is a versatile building material that can be used for scaffolding, bridges, houses, and other structures. It grows rapidly, has high strength comparable to steel, and is renewable. Bamboo foundations, walls, flooring, roofing, and scaffolding/beams can be used in construction. While bamboo must be preserved to prevent insect/fungus damage and special techniques are needed for joining and assembly, it is inexpensive, environmentally friendly, and earthquake resistant. However, more design guidance and building codes are needed for widespread structural use of bamboo in construction.
IRJET- Importance of Bamboo in Building ConstructionIRJET Journal
This document discusses the importance and uses of bamboo in building construction. It notes that bamboo is a renewable and versatile material that is strong yet lightweight. Bamboo grows very quickly, three times faster than most trees. It has high tensile strength similar to steel. The document outlines how bamboo is used as a building material for walls, floors, roofs, and other structural elements. Bamboo is a low-cost and sustainable alternative to wood and other materials for housing construction.
Bamboo is a versatile building material used widely in tropical and subtropical regions. It is strong yet light, renewable, and can be worked with simple tools. Bamboo has many uses including soil stabilization, carbon sequestration, crafts, construction, and industrial products. Though it requires preservation to prevent rotting or fire, bamboo housing is accessible and environmentally friendly. Bamboo grows quickly and is a productive, self-renewing resource.
This document discusses bamboo as a building material. It notes that bamboo is widely used for construction, particularly housing, due to its strength, light weight, and ability to be worked with simple tools. The document outlines various uses of bamboo, including construction, and describes its properties like tensile and compressive strength. It also discusses how bamboo is worked by splitting, shaping, and bending, as well as preservation methods and bamboo housing construction. Advantages are highlighted like strength and being environmentally friendly, while disadvantages include needing preservation and fire risk. The conclusion reiterates bamboo's important role in development and rural life.
In its natural form, bamboo as a construction material is traditionally associated with the cultures of South Asia, East Asia and the South Pacific, to some extent in Central and South America, and by extension in the aesthetic of Tiki culture. In China and India, bamboo was used to hold up simple suspension bridges, either by making cables of split bamboo or twisting whole culms of sufficiently pliable bamboo together. One such bridge in the area of Qian-Xian is referenced in writings dating back to 960 AD and may have stood since as far back as the third century BC, due largely to continuous maintenance.
Bamboo has also long been used as scaffolding; the practice has been banned in China for buildings over six stories, but is still in continuous use for skyscrapers in Hong Kong.[6] In the Philippines, the nipa hut is a fairly typical example of the most basic sort of housing where bamboo is used; the walls are split and woven bamboo, and bamboo slats and poles may be used as its support. In Japanese architecture, bamboo is used primarily as a supplemental and/or decorative element in buildings such as fencing, fountains, grates and gutters, largely due to the ready abundance of quality timber.
SANBIHARI SI 4TH SEMESTER SEMINAR TOPIC.pptxChandanSoy
This document summarizes a seminar on using bamboo as a building material. The seminar covered an introduction to bamboo, its common uses which include construction, handicrafts and industrial products. It discussed bamboo's properties like tensile strength and compressive strength. It also outlined how bamboo is worked, preserved, and used for housing. The seminar addressed advantages such as bamboo being light, strong, renewable and accessible. Disadvantages included needing preservation treatments, a natural shape, weak joint connections, and a fire risk. The conclusion was that bamboo has played an important role for mankind and will remain important for rural development.
The document reports on using bamboo as a sustainable building material for constructing houses and hotels. Some key points:
- Bamboo is a rapidly renewable resource that is strong, lightweight, and carbon sequestering. It has been used traditionally in developing countries as a building material.
- A bamboo house was proposed that uses locally sourced bamboo for walls, cladding, and structure. Bamboo is cheaper than traditional building materials like brick, with wall construction costs being over twice as high for brick walls.
- Bamboo provides good mechanical properties like compressive strength and tensile strength for construction. It must be properly treated to resist insects and rot.
- A cost analysis found that a 10 foot bamboo
Bamboo is a sustainable building material that can be used to lower construction costs for hotels and resorts. It grows quickly, is strong yet lightweight, and sequesters carbon from the atmosphere. Bamboo has inherent properties making it suitable for construction, such as high tensile strength, flexibility, and light weight. Using bamboo can reduce material costs by 65-70% compared to other materials like brick. Bamboo has compressive strength similar to concrete and tensile strength similar to steel. Construction using bamboo is also beneficial as it is affordable, environmentally friendly, and accessible even to low-income areas.
Bamboo is a versatile building material that can be used for scaffolding, bridges, houses, and other structures. It grows rapidly, has high strength comparable to steel, and is renewable. Bamboo foundations, walls, flooring, roofing, and scaffolding/beams can be used in construction. While bamboo must be preserved to prevent insect/fungus damage and special techniques are needed for joining and assembly, it is inexpensive, environmentally friendly, and earthquake resistant. However, more design guidance and building codes are needed for widespread structural use of bamboo in construction.
IRJET- Importance of Bamboo in Building ConstructionIRJET Journal
This document discusses the importance and uses of bamboo in building construction. It notes that bamboo is a renewable and versatile material that is strong yet lightweight. Bamboo grows very quickly, three times faster than most trees. It has high tensile strength similar to steel. The document outlines how bamboo is used as a building material for walls, floors, roofs, and other structural elements. Bamboo is a low-cost and sustainable alternative to wood and other materials for housing construction.
Bamboo is a strong, flexible, sustainable building material that has been used for construction purposes for centuries, however its use has been limited due to a lack of structural design data and exclusion from building codes; the document discusses bamboo's mechanical properties and provides examples of how it can be used for building foundations, walls, roofs, and as reinforcement in concrete as well as methods for protecting bamboo through borax treatment.
This document contains a syllabus covering eco-friendly building materials, indoor environmental quality, and the reuse and recycling of construction waste. It discusses various eco-friendly materials like earthen materials, engineered wood, bamboo, straw bale and their properties. It also covers indoor environmental quality factors like indoor air quality, lighting, acoustics and their importance for building occupants' health, comfort and productivity. Finally, it outlines strategies for reusing and recycling common construction waste materials like wood, asphalt, gypsum wallboard, metals and concrete.
This document discusses bamboo as a building material. Bamboo is a renewable and versatile resource that is fast-growing and has high strength for its weight. It can be used to reinforce concrete in beams and columns. The document evaluates the tensile, compressive, and elastic properties of bamboo compared to steel. Case studies show that bamboo-reinforced concrete walls perform better than traditional mud walls in flood-prone areas. While bamboo has some disadvantages like susceptibility to fire and insects, it has benefits of being cost-effective, ecofriendly, and seismically resistant. The document concludes that bamboo is a viable building material alternative to steel.
IRJET- Strength and Analysis of Basalt Fibre in ConcreteIRJET Journal
The document summarizes an experimental investigation into the strength and analysis of basalt fibre concrete. Cubes and cylinders were cast using M25 grade concrete with local materials and varying proportions (0.5%, 1%, 1.5%) of basalt fibres to determine the optimum fibre ratio. Testing showed basalt fibre concrete had higher toughness and impact strength than plain concrete. Addition of basalt fibre changed the failure mode from brittle to ductile. Basalt fibre improved tensile strength and flexural behavior at higher fibre ratios. Compressive and split tensile testing of specimens indicated basalt fibre concrete strengths were higher than plain concrete, with 1.5% fibre ratio performing best.
This document provides an overview of using bamboo in construction. It discusses the properties and advantages of bamboo, including its strength, lightweight nature, and renewability. Specific uses of bamboo in construction are described, like scaffolding, reinforcement, roofing, and walling. Case studies of bamboo construction projects in India are presented. Design considerations for bamboo-reinforced concrete are also covered.
This document discusses bamboo as a building material. It provides details on what bamboo is, where it is found, and why it is used for building. Some key reasons bamboo is used for building are that it is a fast-growing, renewable resource that is strong, lightweight, flexible, affordable, and earthquake resistant. The document outlines various methods for shaping, bending, and preserving bamboo for construction purposes. It also lists several ways bamboo can be used as part of buildings, such as for walls, roofs, floors, and scaffolding. Both advantages and disadvantages of bamboo as a construction material are presented.
The document discusses the potential for basalt rock fibre as a construction material. Basalt rock is widely available around the world including in India. Basalt fibres are non-toxic, non-combustible, and can replace steel at a lower cost. A basalt fibre manufacturing plant is proposed that would use local basalt rock as the raw material and produce basalt reinforcement rods, geotextiles, and continuous fibres for various construction applications. The plant design and basalt fibre production process are described.
Delphine Yip-Horsfield, Chairman & Chief Design Officer of naked Group, received her Masters Degree in Architecture from Harvard University. She worked in Hong Kong, New York and Boston prior to moving to Shanghai in 2000 to be involved in Shanghai Xintiandi project. Today with naked Group, Delphine is not only the master planner and architect for all naked projects – resorts and naked Hub coworking spaces – she also oversees all branding and visual design elements for the brand.
In this presentation, Delphine will talk about structural insulated panels (SIP) prefabrication technology that her company has used them in all their resort projects, including naked Stables, naked Castle and naked Water.
Bamboo is the fastest growing woody grass that can be used for many construction purposes. It is a very versatile and renewable material. Some key properties of bamboo include its high tensile and compressive strength, elasticity, and ability to resist earthquakes. However, bamboo is anisotropic and prone to shrinkage. Some common uses of bamboo in construction are for trusses, roofs, walling, flooring, and scaffolding. While bamboo reinforcement in concrete poses issues due to shrinkage, it has advantages over steel including lower cost and greater strength. Overall, bamboo is a sustainable and eco-friendly building material.
The document discusses bamboo reinforced concrete. It describes bamboo characteristics, selection criteria, placement in concrete, and applications as an engineering material. Bamboo reinforced concrete elements discussed include beams, columns, and slabs. Advantages are low cost, eco-friendliness, and seismic resistance. The conclusion is that bamboo can compete as a sustainable building material for light, temporary structures and finishing applications.
IRJET- A Review on Experimental analysis of deep beam by using BFRP and Bambo...IRJET Journal
This document reviews the experimental analysis of using basalt fiber reinforced polymer (BFRP) and bamboo as reinforcement in deep concrete beams. Deep beams experience high shear stresses and are commonly used in structures like transfer girders and foundation walls. The review proposes conducting experiments to evaluate the feasibility of using BFRP and bamboo instead of steel reinforcement in deep beams. BFRP is produced from basalt rock and is more environmentally friendly than steel. Bamboo is a renewable material that is strong and grows quickly. The study aims to explore using these alternative materials as reinforcement to make deep beams more sustainable and cost-effective.
Basalt rock fibre is made from basalt rock which is composed of minerals like pyroxene, plagioclase and olivine. It has better physical and mechanical properties than fiberglass but is significantly cheaper than carbon fiber. Some applications of basalt rock fibre include reinforcement in automotive and aerospace composites, geotextiles, and reinforcing meshes. It has high strength, is non-toxic, fireproof, and chemically resistant. Common basalt fiber products include reinforcement rods, geotextiles, continuous fibers, and reinforcing meshes.
Basalt fiber which made from fibers of basalt rock is very much similar to the carbon and the fiber glass and have better physicomechanical properties and cheaper. One Kg of basalt reinforces is equal 9.6 Kg of the steel. They have many field applications and can replace many costly and rare materials. Its manufacturing process is very simple and raw materials are found virtually in every country. Basalt fibers offer the potential to solve the largest problem in the cement and concrete industry.
Bamboo is a versatile building material that is strong yet lightweight. It has high compressive strength and is used widely in construction for walls, scaffolding, bridges, and houses. Bamboo grows very quickly, is renewable, and can be used for structural supports, walls, roofing, and scaffolding. It has advantages over other materials like high tensile strength, fire resistance, elasticity, low weight, and cost effectiveness. However, it requires preservation to prevent shrinkage and attacks from insects or fungus. Overall, bamboo can compete with other building materials and play an important role in construction.
This document discusses materials for low-cost housing construction in India. It describes natural materials like bamboo, earth, straw and fiber cement that are locally available and affordable. It also discusses man-made materials like fly ash, aerocon panels, cement hollow blocks and rice husks that can be used. These alternative materials allow for reduced construction costs through local sourcing and efficient designs while maintaining structural integrity. The document concludes that widespread use of these sustainable low-cost materials could address housing shortages by lowering material costs.
The document provides information about various miscellaneous materials that will be covered in a group presentation by Group 7. It includes sections on asbestos, plaster of Paris, abrasives, cork, bitumen, asphalt, and road metal. Asbestos is described as a naturally occurring fibrous mineral. Plaster of Paris is formed when gypsum is calcined, turning it into a powder that can be molded when wet. Abrasives are hard materials used for shaping other materials and come in natural forms like diamond or synthetic forms. Cork comes from oak bark and is light, elastic, and impermeable. Asphalt is a sticky, black petroleum product used mainly for road construction. Road metal refers to broken
The document discusses bamboo as a building material used in vernacular architecture. It notes that bamboo grows remarkably fast in a wide range of climates, is strong for its weight, and can be used both structurally and as a finish material. Traditionally, bamboo has been used widely in construction in Southeast Asia, India, and other regions for houses, buildings, tools, and more. However, its use declined with the introduction of cement and steel, though bamboo remains a sustainable and affordable building material.
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.
Bamboo is a strong, flexible, sustainable building material that has been used for construction purposes for centuries, however its use has been limited due to a lack of structural design data and exclusion from building codes; the document discusses bamboo's mechanical properties and provides examples of how it can be used for building foundations, walls, roofs, and as reinforcement in concrete as well as methods for protecting bamboo through borax treatment.
This document contains a syllabus covering eco-friendly building materials, indoor environmental quality, and the reuse and recycling of construction waste. It discusses various eco-friendly materials like earthen materials, engineered wood, bamboo, straw bale and their properties. It also covers indoor environmental quality factors like indoor air quality, lighting, acoustics and their importance for building occupants' health, comfort and productivity. Finally, it outlines strategies for reusing and recycling common construction waste materials like wood, asphalt, gypsum wallboard, metals and concrete.
This document discusses bamboo as a building material. Bamboo is a renewable and versatile resource that is fast-growing and has high strength for its weight. It can be used to reinforce concrete in beams and columns. The document evaluates the tensile, compressive, and elastic properties of bamboo compared to steel. Case studies show that bamboo-reinforced concrete walls perform better than traditional mud walls in flood-prone areas. While bamboo has some disadvantages like susceptibility to fire and insects, it has benefits of being cost-effective, ecofriendly, and seismically resistant. The document concludes that bamboo is a viable building material alternative to steel.
IRJET- Strength and Analysis of Basalt Fibre in ConcreteIRJET Journal
The document summarizes an experimental investigation into the strength and analysis of basalt fibre concrete. Cubes and cylinders were cast using M25 grade concrete with local materials and varying proportions (0.5%, 1%, 1.5%) of basalt fibres to determine the optimum fibre ratio. Testing showed basalt fibre concrete had higher toughness and impact strength than plain concrete. Addition of basalt fibre changed the failure mode from brittle to ductile. Basalt fibre improved tensile strength and flexural behavior at higher fibre ratios. Compressive and split tensile testing of specimens indicated basalt fibre concrete strengths were higher than plain concrete, with 1.5% fibre ratio performing best.
This document provides an overview of using bamboo in construction. It discusses the properties and advantages of bamboo, including its strength, lightweight nature, and renewability. Specific uses of bamboo in construction are described, like scaffolding, reinforcement, roofing, and walling. Case studies of bamboo construction projects in India are presented. Design considerations for bamboo-reinforced concrete are also covered.
This document discusses bamboo as a building material. It provides details on what bamboo is, where it is found, and why it is used for building. Some key reasons bamboo is used for building are that it is a fast-growing, renewable resource that is strong, lightweight, flexible, affordable, and earthquake resistant. The document outlines various methods for shaping, bending, and preserving bamboo for construction purposes. It also lists several ways bamboo can be used as part of buildings, such as for walls, roofs, floors, and scaffolding. Both advantages and disadvantages of bamboo as a construction material are presented.
The document discusses the potential for basalt rock fibre as a construction material. Basalt rock is widely available around the world including in India. Basalt fibres are non-toxic, non-combustible, and can replace steel at a lower cost. A basalt fibre manufacturing plant is proposed that would use local basalt rock as the raw material and produce basalt reinforcement rods, geotextiles, and continuous fibres for various construction applications. The plant design and basalt fibre production process are described.
Delphine Yip-Horsfield, Chairman & Chief Design Officer of naked Group, received her Masters Degree in Architecture from Harvard University. She worked in Hong Kong, New York and Boston prior to moving to Shanghai in 2000 to be involved in Shanghai Xintiandi project. Today with naked Group, Delphine is not only the master planner and architect for all naked projects – resorts and naked Hub coworking spaces – she also oversees all branding and visual design elements for the brand.
In this presentation, Delphine will talk about structural insulated panels (SIP) prefabrication technology that her company has used them in all their resort projects, including naked Stables, naked Castle and naked Water.
Bamboo is the fastest growing woody grass that can be used for many construction purposes. It is a very versatile and renewable material. Some key properties of bamboo include its high tensile and compressive strength, elasticity, and ability to resist earthquakes. However, bamboo is anisotropic and prone to shrinkage. Some common uses of bamboo in construction are for trusses, roofs, walling, flooring, and scaffolding. While bamboo reinforcement in concrete poses issues due to shrinkage, it has advantages over steel including lower cost and greater strength. Overall, bamboo is a sustainable and eco-friendly building material.
The document discusses bamboo reinforced concrete. It describes bamboo characteristics, selection criteria, placement in concrete, and applications as an engineering material. Bamboo reinforced concrete elements discussed include beams, columns, and slabs. Advantages are low cost, eco-friendliness, and seismic resistance. The conclusion is that bamboo can compete as a sustainable building material for light, temporary structures and finishing applications.
IRJET- A Review on Experimental analysis of deep beam by using BFRP and Bambo...IRJET Journal
This document reviews the experimental analysis of using basalt fiber reinforced polymer (BFRP) and bamboo as reinforcement in deep concrete beams. Deep beams experience high shear stresses and are commonly used in structures like transfer girders and foundation walls. The review proposes conducting experiments to evaluate the feasibility of using BFRP and bamboo instead of steel reinforcement in deep beams. BFRP is produced from basalt rock and is more environmentally friendly than steel. Bamboo is a renewable material that is strong and grows quickly. The study aims to explore using these alternative materials as reinforcement to make deep beams more sustainable and cost-effective.
Basalt rock fibre is made from basalt rock which is composed of minerals like pyroxene, plagioclase and olivine. It has better physical and mechanical properties than fiberglass but is significantly cheaper than carbon fiber. Some applications of basalt rock fibre include reinforcement in automotive and aerospace composites, geotextiles, and reinforcing meshes. It has high strength, is non-toxic, fireproof, and chemically resistant. Common basalt fiber products include reinforcement rods, geotextiles, continuous fibers, and reinforcing meshes.
Basalt fiber which made from fibers of basalt rock is very much similar to the carbon and the fiber glass and have better physicomechanical properties and cheaper. One Kg of basalt reinforces is equal 9.6 Kg of the steel. They have many field applications and can replace many costly and rare materials. Its manufacturing process is very simple and raw materials are found virtually in every country. Basalt fibers offer the potential to solve the largest problem in the cement and concrete industry.
Bamboo is a versatile building material that is strong yet lightweight. It has high compressive strength and is used widely in construction for walls, scaffolding, bridges, and houses. Bamboo grows very quickly, is renewable, and can be used for structural supports, walls, roofing, and scaffolding. It has advantages over other materials like high tensile strength, fire resistance, elasticity, low weight, and cost effectiveness. However, it requires preservation to prevent shrinkage and attacks from insects or fungus. Overall, bamboo can compete with other building materials and play an important role in construction.
This document discusses materials for low-cost housing construction in India. It describes natural materials like bamboo, earth, straw and fiber cement that are locally available and affordable. It also discusses man-made materials like fly ash, aerocon panels, cement hollow blocks and rice husks that can be used. These alternative materials allow for reduced construction costs through local sourcing and efficient designs while maintaining structural integrity. The document concludes that widespread use of these sustainable low-cost materials could address housing shortages by lowering material costs.
The document provides information about various miscellaneous materials that will be covered in a group presentation by Group 7. It includes sections on asbestos, plaster of Paris, abrasives, cork, bitumen, asphalt, and road metal. Asbestos is described as a naturally occurring fibrous mineral. Plaster of Paris is formed when gypsum is calcined, turning it into a powder that can be molded when wet. Abrasives are hard materials used for shaping other materials and come in natural forms like diamond or synthetic forms. Cork comes from oak bark and is light, elastic, and impermeable. Asphalt is a sticky, black petroleum product used mainly for road construction. Road metal refers to broken
The document discusses bamboo as a building material used in vernacular architecture. It notes that bamboo grows remarkably fast in a wide range of climates, is strong for its weight, and can be used both structurally and as a finish material. Traditionally, bamboo has been used widely in construction in Southeast Asia, India, and other regions for houses, buildings, tools, and more. However, its use declined with the introduction of cement and steel, though bamboo remains a sustainable and affordable building material.
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.
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%.
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
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.
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.
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.
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.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
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.
4. 1. WHY
2. CAN WE CHANGE IT’S SHAPE?
3. WHAT THEY ARE RESISTANT TO ?
4. USES
5. DISADVANTAGES
5. WHY?
-grows faster than other trees
-naturally strong with a higher strength
-relatively simple and requires very little
equipment.
-easy to install
-it can bear heavy loads
6. CAN WE CHANGE IT’S SHAPE?
CURVED BAMBOO ROOF IN BALINESE SCHOOL
(INDONESIA)- GREEN SCHOOL
Traditional techniques of heat and pressure can be used to
create a curved and flat shape in it.
7. WHAT THEY ARE RESISTANT TO?
# scratch resistant - flooring
# fire resistant - a high value of silicate acid and water
8. USES
-Not expensive.
-Reduces carbon foot print.
-adequate sturdiness to the structure and offers a shield against
damage from nature or animals.
-Used earthquake-prone regions due to its elastic features
9. 1.They require preservation
2.Shrinkage: Bamboo shrinks much greater than any other type of
timber especially when it loses water.
3.Durability: Bamboo should be sufficiently treated against
insect or fungus attack before being utilized for building
purposes.
DISADVANTAGE