prototype , type of 3D printer and MFG.pptxahmedtito21
The document discusses various rapid prototyping technologies including stereolithography, fused deposition modeling, laminated object manufacturing, selective laser sintering, and three dimensional printing. It provides details on how each technology works and compares their advantages and limitations. The document also discusses applications of rapid prototyping technologies, factors for selecting appropriate technologies, and challenges that need to be addressed to improve the technologies.
The document discusses rapid prototyping, which uses additive manufacturing techniques to automatically create physical prototypes from 3D CAD models in a short period of time. It specifically describes stereolithography, fused deposition modeling, and selective laser sintering as common rapid prototyping methods that build parts layer by layer from materials like plastic or metal powder. Rapid prototyping allows faster design iteration and testing compared to traditional prototyping methods.
Additive manufacturing, also known as 3D printing, involves building 3D objects layer by layer from digital models. The document discusses the current state and future potential of 7 additive manufacturing processes, including stereolithography, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It also identifies gaps in technology, materials, design, modeling, and education/training that need to be addressed for additive manufacturing to become more widely used for mass production. Recommendations include increased collaboration between universities and industry to advance the technology and reduce costs.
Additive manufacturing, also known as 3D printing, involves building 3D objects layer by layer from digital models. The document discusses the current state and future potential of 7 additive manufacturing processes, including stereolithography, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It also identifies gaps in technology, materials, design, modeling, and education/training that must be addressed for additive manufacturing to become more widely used for mass production. Recommendations include increased collaboration between universities and industry to advance the technology and reduce costs.
Product Development for Future using Rapid Prototyping TechniquesIRJET Journal
This document discusses rapid prototyping techniques for product development. It begins by defining rapid prototyping as a process that helps improve product quality and reduce prototyping costs by quickly building models from 3D computer designs. The two main types of rapid prototyping are additive manufacturing, which adds material to build a geometry, and subtractive manufacturing, which removes material from a solid. The document then examines several specific rapid prototyping techniques like stereolithography, laminated object manufacturing, selective laser sintering, 3D inkjet printing, and fused deposition modeling. It concludes that future developments in rapid prototyping will include making larger parts, improving surface finish and accuracy, and using new materials to further enhance the product
The document discusses additive manufacturing (AM) and rapid prototyping (RP) processes. It describes the historical development of AM and defines it as a process that builds up a 3D component in layers by depositing material based on a digital 3D design. Stereolithography (SLA) is discussed as one of the earliest AM techniques, using a laser to cure liquid resin into layers to build a part. The Solid Object Ultraviolet-Laser Printer (SOUP) system is also described, which uses a laser to scan and solidify resin according to cross-sectional data. Finally, the document outlines the eight generic steps in the AM process.
This document provides an overview of additive manufacturing (AM), also known as 3D printing. It defines AM as a process of joining materials layer by layer to make objects from 3D model data, as opposed to subtractive manufacturing methods. The document discusses different AM technologies including liquid-based, solid-based, powder bed fusion, and binder jetting. It also covers applications of AM in the medical and automotive industries, benefits of AM including design freedom and reduced material waste, and limitations such as part size restrictions.
This document summarizes a PhD thesis presentation on correlating process parameters and surface finish of laser sintering rapid prototyping. It begins with introducing prototypes and rapid prototyping techniques. It then discusses various rapid prototyping processes like stereolithography, material jetting, binder jetting, fused deposition modeling, sheet lamination, directed energy deposition, and powder bed fusion. For each process, it outlines the materials used, advantages, and disadvantages. The document provides a comprehensive overview of rapid prototyping and additive manufacturing techniques and materials.
prototype , type of 3D printer and MFG.pptxahmedtito21
The document discusses various rapid prototyping technologies including stereolithography, fused deposition modeling, laminated object manufacturing, selective laser sintering, and three dimensional printing. It provides details on how each technology works and compares their advantages and limitations. The document also discusses applications of rapid prototyping technologies, factors for selecting appropriate technologies, and challenges that need to be addressed to improve the technologies.
The document discusses rapid prototyping, which uses additive manufacturing techniques to automatically create physical prototypes from 3D CAD models in a short period of time. It specifically describes stereolithography, fused deposition modeling, and selective laser sintering as common rapid prototyping methods that build parts layer by layer from materials like plastic or metal powder. Rapid prototyping allows faster design iteration and testing compared to traditional prototyping methods.
Additive manufacturing, also known as 3D printing, involves building 3D objects layer by layer from digital models. The document discusses the current state and future potential of 7 additive manufacturing processes, including stereolithography, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It also identifies gaps in technology, materials, design, modeling, and education/training that need to be addressed for additive manufacturing to become more widely used for mass production. Recommendations include increased collaboration between universities and industry to advance the technology and reduce costs.
Additive manufacturing, also known as 3D printing, involves building 3D objects layer by layer from digital models. The document discusses the current state and future potential of 7 additive manufacturing processes, including stereolithography, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It also identifies gaps in technology, materials, design, modeling, and education/training that must be addressed for additive manufacturing to become more widely used for mass production. Recommendations include increased collaboration between universities and industry to advance the technology and reduce costs.
Product Development for Future using Rapid Prototyping TechniquesIRJET Journal
This document discusses rapid prototyping techniques for product development. It begins by defining rapid prototyping as a process that helps improve product quality and reduce prototyping costs by quickly building models from 3D computer designs. The two main types of rapid prototyping are additive manufacturing, which adds material to build a geometry, and subtractive manufacturing, which removes material from a solid. The document then examines several specific rapid prototyping techniques like stereolithography, laminated object manufacturing, selective laser sintering, 3D inkjet printing, and fused deposition modeling. It concludes that future developments in rapid prototyping will include making larger parts, improving surface finish and accuracy, and using new materials to further enhance the product
The document discusses additive manufacturing (AM) and rapid prototyping (RP) processes. It describes the historical development of AM and defines it as a process that builds up a 3D component in layers by depositing material based on a digital 3D design. Stereolithography (SLA) is discussed as one of the earliest AM techniques, using a laser to cure liquid resin into layers to build a part. The Solid Object Ultraviolet-Laser Printer (SOUP) system is also described, which uses a laser to scan and solidify resin according to cross-sectional data. Finally, the document outlines the eight generic steps in the AM process.
This document provides an overview of additive manufacturing (AM), also known as 3D printing. It defines AM as a process of joining materials layer by layer to make objects from 3D model data, as opposed to subtractive manufacturing methods. The document discusses different AM technologies including liquid-based, solid-based, powder bed fusion, and binder jetting. It also covers applications of AM in the medical and automotive industries, benefits of AM including design freedom and reduced material waste, and limitations such as part size restrictions.
This document summarizes a PhD thesis presentation on correlating process parameters and surface finish of laser sintering rapid prototyping. It begins with introducing prototypes and rapid prototyping techniques. It then discusses various rapid prototyping processes like stereolithography, material jetting, binder jetting, fused deposition modeling, sheet lamination, directed energy deposition, and powder bed fusion. For each process, it outlines the materials used, advantages, and disadvantages. The document provides a comprehensive overview of rapid prototyping and additive manufacturing techniques and materials.
This presentation discusses additive manufacturing (AM) and its applications in hybrid manufacturing and composite materials. It provides an introduction to AM, including its principles and types. Applications of AM are in biomedical, aerospace, automotive, and industrial fields. Hybrid manufacturing combines additive and subtractive processes. AM can be used to fabricate customized composite materials without extra tools. The latest trends in AM include hybrid processes, novel materials, and process optimization. AM technologies are able to manufacture multi-material composites that traditional methods cannot.
The document discusses additive manufacturing (AM), also known as 3D printing. It defines AM as the process of joining materials layer by layer from a 3D model to create an object with minimal limitations. The document outlines seven main AM processes, describes current applications and trends, and identifies gaps in technology, materials, design, and education/training that need to be addressed for AM to realize its full potential, particularly for mass production applications. Recommendations include increased research in new materials, modeling, sensing, education, and university-industry collaboration.
This document provides an introduction to additive manufacturing (AM), also known as 3D printing. It defines AM as a process of joining materials to make objects from 3D model data layer by layer. The document discusses the functional principles and advantages/disadvantages of AM. It also outlines the main AM processes, present trends in the field, gaps/needs, and recommendations to advance AM technology. Overall, the document serves as a high-level overview of AM, its applications, and opportunities for further development.
The document provides an overview of additive manufacturing (AM) or 3D printing. It discusses the different families of AM, including powder bed fusion, material extrusion, binder jetting, vat photopolymerization, material jetting, direct energy deposition, and sheet lamination. It compares the various AM methods based on factors like deposition rate, feature resolution, part size limitations, and build speed. The document also outlines considerations for selecting suitable parts for AM and choosing the appropriate AM process based on the application.
This ppt contains information about manufacturing process which are done bu tiny micro robots , this technique is still under development ,I hope you like it
This video if full of many many videos that will make this presentation really nice but if you can't see the videos comment me I will share the link of Google drive for full ppt
Although microbots are used for other medical applications also but they are not included in this ppt since this ppt is only about manufacturing process using microbots
I will be happy to work on the feedback
This document discusses fused deposition modeling (FDM), a type of additive manufacturing. FDM uses thermoplastic filament fed through an extruder head to deposit material layer by layer. The heated extruder head melts the filament and deposits it in thin layers on a platform according to a 3D computer model. Each new layer bonds to the previous layer, allowing three-dimensional objects to be built up from successive layers of material. FDM is a low-cost type of 3D printing that works well for prototypes and some end-use parts using thermoplastics like ABS and PLA. The document provides details on the FDM printing process and compares it to other additive manufacturing techniques.
Graphene-based 3D printed circuit boardIRJET Journal
This document discusses using graphene to create 3D printed circuit boards via additive manufacturing. It begins with background on additive manufacturing and how it differs from traditional manufacturing methods. The authors propose using graphene ink for 3D printing due to graphene's high electrical conductivity and strength. The objectives are to extract graphene, create a homogeneous graphene ink, and develop an attachment for existing 3D printers to enable graphene-based 3D printing. The document reviews the evolution of additive manufacturing technologies and materials.
3D PRINTING - LIQUID AND SOLID BASED ADDITIVE MANUFACTURING S. Sathishkumar
This document provides information on liquid-based and solid-based additive manufacturing systems. It discusses stereolithography (SLA) and fused deposition modeling (FDM) in detail. SLA uses a laser to cure liquid resin layer-by-layer, and was the first commercialized AM process. FDM extrudes melted thermoplastics through a nozzle to build parts layer-by-layer. Both techniques can create prototypes, models, and some end-use parts, with SLA providing better accuracy and surface finish.
Ch1 introduction Erdi Karaçal Mechanical Engineer University of GaziantepErdi Karaçal
Manufacturing involves applying physical or chemical processes to alter the form of materials. It can be defined technologically as altering geometry, properties, or appearance of a starting material. Economically, it is transforming materials into items of greater value through processing or assembly. Common production types include continuous, mass/flowline, batch, and one-off. The document discusses various manufacturing processes, production systems, and layouts. It provides an overview of key concepts in manufacturing and production.
High Productivity layered Manufacturing of Complex Patterns for Investment Ca...Arvind Seewoosungkur
Complex patterns for investment casting cannot be drawn out of a mould and they have to be destroyed. An alternative is to use the Rapid Prototyping machine but this is a slow process. Therefore, a process created using Layered manufacturing to solve this problem and a physical model was obtained for further analysis.
The document provides an overview of additive manufacturing (AM), also known as 3D printing. It discusses several AM processes including vat photopolymerization, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. For each process, it describes the basic steps and materials used. The document highlights expanding applications of AM in industries and its potential to significantly impact manufacturing. It also discusses factors that influence AM part quality and costs.
Additive Manufacturing (AM) refers to processes that build 3D objects by depositing material layer by layer based on a digital model. This document discusses AM technologies including stereolithography (SLA), selective laser sintering (SLS), fused deposition modeling (FDM), and others. It also covers common materials used like polymers, metals, and ceramics as well as the typical steps in the AM process from CAD file to final part.
Rapid prototyping (RP) uses additive manufacturing techniques to quickly produce physical prototypes directly from 3D CAD models. There are several RP technologies categorized by the form of the starting material - liquid, solid or powder. RP allows faster prototyping compared to traditional methods and is useful for design validation, engineering analysis, tooling applications and small batch manufacturing. However, RP parts can have reduced accuracy and mechanical properties compared to final production components.
Additive manufacturing, also known as 3D printing, uses an additive process to create objects layer by layer from 3D model data. The document discusses the seven main AM processes including vat photopolymerization, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It outlines the current applications and trends in AM, gaps that need to be addressed, and recommendations for the future of AM including increased collaboration, education/training, materials research, and the development of design tools.
Simulation can help in both design and process optimization for additive manufacturing industry by getting the product right the first time. Cost saving by reducing print iterations can be tremendous. The presentation covers some overview of the AM industry and specifically discusses both metal and polymer AM simulation solutions.
1. The document describes simulations of welding and additive manufacturing processes using Virfac software.
2. A case study simulates welding on an exhaust carter, showing distortions from the nominal welding sequence and how optimizing the sequence can reduce distortions.
3. Another case study simulates laser cladding to build a tube, predicting distortions after additive manufacturing and corrective machining to achieve geometric tolerances. Sensitivity studies on process parameters are demonstrated.
The document discusses additive manufacturing (AM) techniques like direct metal laser sintering (DMLS) and selective laser sintering (SLS). It describes how AM works by building 3D objects layer by layer from a digital model. The document outlines various AM techniques, materials used, industries adopting AM, benefits like reduced tooling and weight optimization, limitations like large volume production issues. It provides examples of companies like EOS that manufacture AM equipment and cost illustrations. Application examples discussed are aerospace parts, potential aero engine parts, and the outlook for AM.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
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.
More Related Content
Similar to Multi Jet Fusion (MJF)knsnckinevfk kgkdg j
This presentation discusses additive manufacturing (AM) and its applications in hybrid manufacturing and composite materials. It provides an introduction to AM, including its principles and types. Applications of AM are in biomedical, aerospace, automotive, and industrial fields. Hybrid manufacturing combines additive and subtractive processes. AM can be used to fabricate customized composite materials without extra tools. The latest trends in AM include hybrid processes, novel materials, and process optimization. AM technologies are able to manufacture multi-material composites that traditional methods cannot.
The document discusses additive manufacturing (AM), also known as 3D printing. It defines AM as the process of joining materials layer by layer from a 3D model to create an object with minimal limitations. The document outlines seven main AM processes, describes current applications and trends, and identifies gaps in technology, materials, design, and education/training that need to be addressed for AM to realize its full potential, particularly for mass production applications. Recommendations include increased research in new materials, modeling, sensing, education, and university-industry collaboration.
This document provides an introduction to additive manufacturing (AM), also known as 3D printing. It defines AM as a process of joining materials to make objects from 3D model data layer by layer. The document discusses the functional principles and advantages/disadvantages of AM. It also outlines the main AM processes, present trends in the field, gaps/needs, and recommendations to advance AM technology. Overall, the document serves as a high-level overview of AM, its applications, and opportunities for further development.
The document provides an overview of additive manufacturing (AM) or 3D printing. It discusses the different families of AM, including powder bed fusion, material extrusion, binder jetting, vat photopolymerization, material jetting, direct energy deposition, and sheet lamination. It compares the various AM methods based on factors like deposition rate, feature resolution, part size limitations, and build speed. The document also outlines considerations for selecting suitable parts for AM and choosing the appropriate AM process based on the application.
This ppt contains information about manufacturing process which are done bu tiny micro robots , this technique is still under development ,I hope you like it
This video if full of many many videos that will make this presentation really nice but if you can't see the videos comment me I will share the link of Google drive for full ppt
Although microbots are used for other medical applications also but they are not included in this ppt since this ppt is only about manufacturing process using microbots
I will be happy to work on the feedback
This document discusses fused deposition modeling (FDM), a type of additive manufacturing. FDM uses thermoplastic filament fed through an extruder head to deposit material layer by layer. The heated extruder head melts the filament and deposits it in thin layers on a platform according to a 3D computer model. Each new layer bonds to the previous layer, allowing three-dimensional objects to be built up from successive layers of material. FDM is a low-cost type of 3D printing that works well for prototypes and some end-use parts using thermoplastics like ABS and PLA. The document provides details on the FDM printing process and compares it to other additive manufacturing techniques.
Graphene-based 3D printed circuit boardIRJET Journal
This document discusses using graphene to create 3D printed circuit boards via additive manufacturing. It begins with background on additive manufacturing and how it differs from traditional manufacturing methods. The authors propose using graphene ink for 3D printing due to graphene's high electrical conductivity and strength. The objectives are to extract graphene, create a homogeneous graphene ink, and develop an attachment for existing 3D printers to enable graphene-based 3D printing. The document reviews the evolution of additive manufacturing technologies and materials.
3D PRINTING - LIQUID AND SOLID BASED ADDITIVE MANUFACTURING S. Sathishkumar
This document provides information on liquid-based and solid-based additive manufacturing systems. It discusses stereolithography (SLA) and fused deposition modeling (FDM) in detail. SLA uses a laser to cure liquid resin layer-by-layer, and was the first commercialized AM process. FDM extrudes melted thermoplastics through a nozzle to build parts layer-by-layer. Both techniques can create prototypes, models, and some end-use parts, with SLA providing better accuracy and surface finish.
Ch1 introduction Erdi Karaçal Mechanical Engineer University of GaziantepErdi Karaçal
Manufacturing involves applying physical or chemical processes to alter the form of materials. It can be defined technologically as altering geometry, properties, or appearance of a starting material. Economically, it is transforming materials into items of greater value through processing or assembly. Common production types include continuous, mass/flowline, batch, and one-off. The document discusses various manufacturing processes, production systems, and layouts. It provides an overview of key concepts in manufacturing and production.
High Productivity layered Manufacturing of Complex Patterns for Investment Ca...Arvind Seewoosungkur
Complex patterns for investment casting cannot be drawn out of a mould and they have to be destroyed. An alternative is to use the Rapid Prototyping machine but this is a slow process. Therefore, a process created using Layered manufacturing to solve this problem and a physical model was obtained for further analysis.
The document provides an overview of additive manufacturing (AM), also known as 3D printing. It discusses several AM processes including vat photopolymerization, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. For each process, it describes the basic steps and materials used. The document highlights expanding applications of AM in industries and its potential to significantly impact manufacturing. It also discusses factors that influence AM part quality and costs.
Additive Manufacturing (AM) refers to processes that build 3D objects by depositing material layer by layer based on a digital model. This document discusses AM technologies including stereolithography (SLA), selective laser sintering (SLS), fused deposition modeling (FDM), and others. It also covers common materials used like polymers, metals, and ceramics as well as the typical steps in the AM process from CAD file to final part.
Rapid prototyping (RP) uses additive manufacturing techniques to quickly produce physical prototypes directly from 3D CAD models. There are several RP technologies categorized by the form of the starting material - liquid, solid or powder. RP allows faster prototyping compared to traditional methods and is useful for design validation, engineering analysis, tooling applications and small batch manufacturing. However, RP parts can have reduced accuracy and mechanical properties compared to final production components.
Additive manufacturing, also known as 3D printing, uses an additive process to create objects layer by layer from 3D model data. The document discusses the seven main AM processes including vat photopolymerization, material jetting, binder jetting, material extrusion, powder bed fusion, sheet lamination, and directed energy deposition. It outlines the current applications and trends in AM, gaps that need to be addressed, and recommendations for the future of AM including increased collaboration, education/training, materials research, and the development of design tools.
Simulation can help in both design and process optimization for additive manufacturing industry by getting the product right the first time. Cost saving by reducing print iterations can be tremendous. The presentation covers some overview of the AM industry and specifically discusses both metal and polymer AM simulation solutions.
1. The document describes simulations of welding and additive manufacturing processes using Virfac software.
2. A case study simulates welding on an exhaust carter, showing distortions from the nominal welding sequence and how optimizing the sequence can reduce distortions.
3. Another case study simulates laser cladding to build a tube, predicting distortions after additive manufacturing and corrective machining to achieve geometric tolerances. Sensitivity studies on process parameters are demonstrated.
The document discusses additive manufacturing (AM) techniques like direct metal laser sintering (DMLS) and selective laser sintering (SLS). It describes how AM works by building 3D objects layer by layer from a digital model. The document outlines various AM techniques, materials used, industries adopting AM, benefits like reduced tooling and weight optimization, limitations like large volume production issues. It provides examples of companies like EOS that manufacture AM equipment and cost illustrations. Application examples discussed are aerospace parts, potential aero engine parts, and the outlook for AM.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
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.
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
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.
Comparative analysis between traditional aquaponics and reconstructed aquapon...bijceesjournal
The aquaponic system of planting is a method that does not require soil usage. It is a method that only needs water, fish, lava rocks (a substitute for soil), and plants. Aquaponic systems are sustainable and environmentally friendly. Its use not only helps to plant in small spaces but also helps reduce artificial chemical use and minimizes excess water use, as aquaponics consumes 90% less water than soil-based gardening. The study applied a descriptive and experimental design to assess and compare conventional and reconstructed aquaponic methods for reproducing tomatoes. The researchers created an observation checklist to determine the significant factors of the study. The study aims to determine the significant difference between traditional aquaponics and reconstructed aquaponics systems propagating tomatoes in terms of height, weight, girth, and number of fruits. The reconstructed aquaponics system’s higher growth yield results in a much more nourished crop than the traditional aquaponics system. It is superior in its number of fruits, height, weight, and girth measurement. Moreover, the reconstructed aquaponics system is proven to eliminate all the hindrances present in the traditional aquaponics system, which are overcrowding of fish, algae growth, pest problems, contaminated water, and dead fish.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
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.
1. MULTI JET FUSION (MJF)
Submitted By : Prashant (232311011)
Department of Mechanical Engineering
MTech (CAD/CAM)
Computer Aided Product Design MEL538
Submitted to – Dr Hargovind Soni
2. CONTENTS
• Introduction
• Working of MJF
• Advantages of MJF
• Applications of MJF
• Limitations of MJF
• Future trends of MJF
• Conclusion
3. INTRODUCTION
• Multi Jet Fusion (MJF) is an advanced additive
manufacturing (AM) or 3D printing technology that has
gained significant attention for its ability to produce
high-quality, complex parts with exceptional speed and
precision.
• MJF represents a revolutionary step forward in the world
of additive manufacturing, offering a unique set of
advantages that make it stand out among other 3D
printing methods.
4. WORKING OF MJF
1. Preparation of the Powder Bed:
1. The process begins with a thin layer of powdered material spread uniformly across
the build platform. This material serves as the base for the 3D printing process.
2. Inkjet Printing of Fusing and Detailing Agents:
1. Two liquid agents are selectively jetted onto the powder bed. The first is the fusing
agent, which absorbs infrared (IR) light, and the second is the detailing agent, which
modifies the surface properties of the powder.
5. WORKING OF MJF
1.Heating and Fusion:
1. A heating element passes over the powder bed, applying energy selectively
based on the digital model's cross-section. The areas with the fusing agent
absorb more energy, leading to localized melting and fusion of the powder
particles.
2.Cooling and Solidification:
1. After fusion, the molten areas cool rapidly, solidifying into a solid layer. The
detailing agent contributes to the final part's surface quality, enhancing details
and improving the overall finish.
3.Layer-by-Layer Build:
1. Steps 2-4 are repeated for each layer until the entire object is formed.
7. ADVANTAGES OF MJF
• High Speed Production
• Exceptional Precision
• Versatility in Materials
• Cost-effective Production
• Enhanced Mechanical properties
• Complex Geometries
• Scalability,visuals
8. APPLICATIONS OF MJF
• Prototyping
• Manufacturing Tooling
• End-use parts in Automotive
• Aerospace Components
• Medical Device and Prosthetics
• Consumer goods & Electronics
• Architectural Models
9. LIMITATIONS
• Material Limitations
• Post-processing requirements
• Energy Consumption
• Build size constraints
• Part orientation challenges
• Initial Capital Investments
10. FUTURE TRENDS IN MJF
• Advanced Materials
• Improved speed and scalability
• Past-processing Automation
• Integration with Industry 4.0
• Customization and Design freedom
11. CONCLUSION
Multi Jet Fusion (MJF) stands as a transformative force in the realm of additive manufacturing, offering a unique
combination of speed, precision, and material versatility. Throughout this presentation, we've explored the key
aspects of MJF, from its fundamental working principles to its diverse applications in various industries.