Advanced Manufacturing will give suppliers and customers many benefits -- but the benefits aren't the technology. Discover the main reasons Industry 4.0 will be better in the future.
Here are a few key points about disruptive technology and ethics:
- Disruptive technologies can disrupt existing social and economic structures and norms in both positive and negative ways. This disruption needs to be managed carefully with consideration for ethical impacts.
- New technologies like AI, robotics, biotechnology raise novel ethical issues that existing frameworks may not fully address. We need ongoing discussion of how to ensure these technologies are developed and applied responsibly.
- Issues like privacy, data use, automation of jobs, human augmentation/enhancement, and new kinds of inequality need to be considered. Regulations may be needed to guide development in an ethical direction.
- Public engagement and education are important so people understand technologies and can participate in
Technology trend awareness as a skill refers to being mindful of the technology that is recently becoming popular and is readily accepted in the market or industry.
DELL Technologies - The IoT Value Chain - Solutions for the Smart World (Hand...Smarter.World
In this presentation we will introduce various aspects of the Internet of Things, Industry 4.0 and the associated challenges in implementing new digital services.
We also refer to IoT / Industry 4.0 terminology, market developments, factors and drivers, IoT platform components, but also to the differentiation and similarities of the Internet of Things and Industry 4.0.
Using various application examples, we will outline the range of DELL Technologies offerings.
Here, however, we remain at an overview level for the first time without paying attention to the details of the deployable DELL-EMC products and solutions.
We would continue this in downstream discussions depending on the identified topic segment.
DIY Tools for Market Research by Scott Worthge, uSampNorthWest MRA
DIY tools for market research are proliferating and will continue growing as an important resource for researchers and companies. While DIY tools may threaten traditional market research providers, they can also benefit the industry by refocusing professionals on more value-added, expert services. The document outlines various DIY survey, sampling, qualitative, and other research tools that are empowering clients to participate more directly in the research process. This increased involvement and transparency may strengthen the relationship between clients and professional researchers.
Computer Application in Business Group Presentation2023210000518
The document provides an overview of a group presentation on computer applications in business. It discusses how information systems have rapidly evolved since the 1950s and how current technologies are more powerful than those used to land on the moon. The document also includes case study questions and answers about challenges of transforming IT from a support role to strategic partner, implications for IT workers and education, and examples of how technology is embedded in companies.
This document discusses issues related to implementing information technology systems. It begins with an abstract that outlines the context of examining information technology development and deployment issues. The document is then divided into two main sections - a general background literature review on management information systems, information technology, and local government; and a section on planning and information technology implementation issues. Research was conducted to analyze factors affecting successful information technology projects. The document appears to be a dissertation that analyzes and addresses challenges with developing and rolling out new information systems based on a review of relevant literature.
Timothy Warner argues that information technology may be a competitive burden if a company's existing production system has not already been restructured for maximum efficiency using conventional means. He analyzes four areas - design for manufacturability, group technology, manufacturing cells, and just-in-time systems - and finds that conventional approaches provided more benefits than information technology in late 1980s contexts. However, the paper acknowledges that information technology could play a proper role once internal inefficiencies are addressed. It also discusses the need to link IT strategies to competitive strategies.
Training Series Live!: Think Like a TechnologistApartments.com
In this edition of Training Series Live!, Lauren Curley, Marketing Director for Landmark Property Services, discussed how marketers today need to start thinking like technologists in order to build more effective marketing strategies.
Here are a few key points about disruptive technology and ethics:
- Disruptive technologies can disrupt existing social and economic structures and norms in both positive and negative ways. This disruption needs to be managed carefully with consideration for ethical impacts.
- New technologies like AI, robotics, biotechnology raise novel ethical issues that existing frameworks may not fully address. We need ongoing discussion of how to ensure these technologies are developed and applied responsibly.
- Issues like privacy, data use, automation of jobs, human augmentation/enhancement, and new kinds of inequality need to be considered. Regulations may be needed to guide development in an ethical direction.
- Public engagement and education are important so people understand technologies and can participate in
Technology trend awareness as a skill refers to being mindful of the technology that is recently becoming popular and is readily accepted in the market or industry.
DELL Technologies - The IoT Value Chain - Solutions for the Smart World (Hand...Smarter.World
In this presentation we will introduce various aspects of the Internet of Things, Industry 4.0 and the associated challenges in implementing new digital services.
We also refer to IoT / Industry 4.0 terminology, market developments, factors and drivers, IoT platform components, but also to the differentiation and similarities of the Internet of Things and Industry 4.0.
Using various application examples, we will outline the range of DELL Technologies offerings.
Here, however, we remain at an overview level for the first time without paying attention to the details of the deployable DELL-EMC products and solutions.
We would continue this in downstream discussions depending on the identified topic segment.
DIY Tools for Market Research by Scott Worthge, uSampNorthWest MRA
DIY tools for market research are proliferating and will continue growing as an important resource for researchers and companies. While DIY tools may threaten traditional market research providers, they can also benefit the industry by refocusing professionals on more value-added, expert services. The document outlines various DIY survey, sampling, qualitative, and other research tools that are empowering clients to participate more directly in the research process. This increased involvement and transparency may strengthen the relationship between clients and professional researchers.
Computer Application in Business Group Presentation2023210000518
The document provides an overview of a group presentation on computer applications in business. It discusses how information systems have rapidly evolved since the 1950s and how current technologies are more powerful than those used to land on the moon. The document also includes case study questions and answers about challenges of transforming IT from a support role to strategic partner, implications for IT workers and education, and examples of how technology is embedded in companies.
This document discusses issues related to implementing information technology systems. It begins with an abstract that outlines the context of examining information technology development and deployment issues. The document is then divided into two main sections - a general background literature review on management information systems, information technology, and local government; and a section on planning and information technology implementation issues. Research was conducted to analyze factors affecting successful information technology projects. The document appears to be a dissertation that analyzes and addresses challenges with developing and rolling out new information systems based on a review of relevant literature.
Timothy Warner argues that information technology may be a competitive burden if a company's existing production system has not already been restructured for maximum efficiency using conventional means. He analyzes four areas - design for manufacturability, group technology, manufacturing cells, and just-in-time systems - and finds that conventional approaches provided more benefits than information technology in late 1980s contexts. However, the paper acknowledges that information technology could play a proper role once internal inefficiencies are addressed. It also discusses the need to link IT strategies to competitive strategies.
Training Series Live!: Think Like a TechnologistApartments.com
In this edition of Training Series Live!, Lauren Curley, Marketing Director for Landmark Property Services, discussed how marketers today need to start thinking like technologists in order to build more effective marketing strategies.
This PPT will expose you to the transformation taking place, throughout the world, in the way that products are being designed and manufactured. The transformation is happening through digital manufacturing and design (DM&D) – a shift from paper-based processes to digital processes in the manufacturing industry.
You will gain an understanding of and appreciation for the role that technology is playing in this transition. The technology we use every day – whether it is communicating with friends and family, purchasing products or streaming entertainment – can benefit design and manufacturing, making companies and workers more competitive, agile and productive. Discover how this new approach to making products makes companies more responsive, and employees more involved and engaged, as new career paths in advanced manufacturing evolve.
This ppt of Digital Manufacturing & Design Technology specialization that explores the many facets of manufacturing’s “Fourth Revolution,” aka Industry 4.0, and features a culminating project involving creation of a roadmap to achieve a self-established DMD-related professional goal.
Why Should Businesses Adopt Industry 4.0 Technologies?Bernard Marr
Businesses should adopt Industry 4.0 technologies, because this transformative era is already here, not some concept for the future. Smart machines and interconnected devices are already working to provide many benefits to the businesses that have adopted the technologies. Those businesses that don’t may not survive.
Top Strategic Technology Trends for 2022.docxAdvance Tech
Strategic technology trends can be difficult to predict, but many technology observers think that the 2024 Olympics and the autonomous cars of the 2020s are inevitable.
Regardless, strategic technology trends can inspire companies and entrepreneurs looking to maximize their exposure and reach, increase their revenue, and drive new products and services.
Several technologies will be an important part of the 2022 strategy of any large firm, including software, cloud computing, and mobile technology.
A discussion that the following is the main focus on the impact of these technologies on the business functions of large firms and their future strategies. We finally brought together the sectors that will largely influence the future world economy in this post.
Strategic technology is the combination of strategic thinking, best practices, and financial effectiveness.
https://advancetech.info/gartners-top-10-strategic-technology-trends-for-2022/
This document discusses the challenges facing physical security integrators according to a survey of 174 solution providers. It identifies the top challenges as keeping pace with evolving technologies, managing client expectations, finding and retaining staff, creating recurring revenue streams, competition from low-cost alternatives, and maintaining vendor relationships. The document then provides advice on how to overcome each challenge by focusing on customer needs rather than technologies, building recurring revenue models, leveraging distributors like Ingram Micro, and prioritizing customer relationships over all else.
The document contains a series of polls, questions, and answers from a webinar on digital insurance predictions for 2018. It includes polls on topics like the valuation of Lemonade, which business models will generate the most value, and which parts of the insurance value chain are most likely to be outsourced. It also includes answers to questions from attendees on issues like the challenges of adopting customer-centric models, how regulation may evolve with new ecosystems, and whether traditional insurers can change quickly enough to compete with large tech brands. Feedback from attendees was positive, praising the diverse views and topics covered.
Presentation To Seda Technology ProgrammeElton050505
The document discusses several topics related to global commercialization of ICT products and services:
1) Globalization has led to an interconnected global marketplace without barriers to technology and business spread worldwide.
2) ICT products and services now commercialized globally include point-of-sale systems, e-commerce platforms, internet and telecommunications infrastructure.
3) There is a shortage of over 37,000 ICT workers in South Africa across many roles like managers, analysts, programmers and technicians needed to support growing commercialization of ICT.
A 50 page, easy-read E:Book taking you through the key considerations for deciding whether your Medical Device idea could eventually become a viable business.
Surviving and thriving in the 4th Industrial Revolution means a change in culture, adoption of new technologies and an ecosystem wide collaboration. We take a look at the market and the success and improvements surrounding the 3DEXPERIENCE Platform from Dassault Systemes.
This document defines key information technology concepts like IT, ICTs, and NTICs. It describes advantages like empowering people and supporting local business, as well as disadvantages like lack of privacy and isolation. Examples of ICT tools are provided, like the internet, email, forums, and digital photography. The document emphasizes the responsible use of these tools, respecting intellectual property rights and avoiding cyberbullying. ICTs are presented as a way to generate and share knowledge through improved communication.
The document summarizes discussions from an Instech Advisory Board Dinner on the topics of real-time data and insurance, ethics and artificial intelligence, and data collection and GDPR regulations. Key points from each topic included a need for more skilled data analysts, changing customer demands requiring new data sources, concerns about job losses from automation, and a lack of clarity around GDPR's impacts. Throughout, participants debated challenges and potential solutions, with the goal of capturing insights to share more broadly.
This document provides a summary of popular machine learning resources from 2018, including the top 10 blogs and talks from the Open Data Science community. It highlights how machine learning grew significantly in 2018, drawing more investment and attention across industries. Practitioners paid increased attention to the societal impacts of their work and focused on technical approaches to address bias, lack of transparency, and other issues. The resources provided are meant to help readers further their understanding of machine learning and shape how these tools are applied.
Presentation by Eura Nova on disruptive trends & business models due to cloud computing solutions - presented at sales summit 2 by Minds&More (oct 9, 2013); presented by Eric Delacroix of Eura Nova ...
The document provides an overview of social media marketing and how it has evolved over time. It discusses how the internet has changed from a static web to an interactive web where users can contribute and connect through social media. It defines social media marketing as building relationships throughout the business cycle and leveraging social networks, online communities, reviews, and word-of-mouth to engage customers and promote products/services. The document also discusses how businesses can develop an online authority presence and leverage social media marketing strategies to build their brand and engage with customers.
Creating effective content involves understanding your target audiences, analyzing the competition, and planning your site for both internal and external use. It is important to segment audiences, map their media usage, innovate while using existing services, test usability, and analyze user data to ensure your content reaches the intended audiences. Effective content creation is an iterative process that requires understanding user needs.
B2B refers to business transactions between companies rather than between companies and individual consumers. Examples include Samsung supplying parts to Apple for iPhone production and automakers purchasing vehicle components from other manufacturers. Information technology has benefited B2B in several ways: it has provided tools to research data and solve complex problems, allowed better decision making through market research and analytics, improved marketing through targeted online ads, enhanced customer support through multiple channels, and improved resource management with cloud computing.
The Journey towards Sustainable Digital Innovation. A case study on Arval BNP...Anastasia Romanski
This document provides an outline for a student thesis on ARVAL BNP Paribas' journey towards digital mastery. The outline includes sections on literature review, methodology, case study, analysis, and conclusion. The case study focuses on ARVAL BNP Paribas, a company in the automotive industry that is striving to stay competitive through digital innovation. The analysis will examine ARVAL's progress based on a framework of four levels of digital mastery and identify next steps in its journey.
Conversational ai market 5 major trends (2020) becoming human- artificial ...venkatvajradhar1
As the enterprise market begins to mature and become attracted to smarter AI solutions that bring real value, they abandon failing solutions and migrate to proven technologies — technology can pursue improvements and structures in their businesses.
Based on strategies gathered from an expert panel during our recent webinar, here are tips on how to successfully implement new technology.
Watch that webinar here: https://emgage.com/webinars/new-technology-implementation
Or find out more about Emgage here: https://emgage.com/
Skills Gap is worldwide and affects many technical and vocational professions. Re-skilling is a responsibility of the individual -- and society as a whole!
This PPT will expose you to the transformation taking place, throughout the world, in the way that products are being designed and manufactured. The transformation is happening through digital manufacturing and design (DM&D) – a shift from paper-based processes to digital processes in the manufacturing industry.
You will gain an understanding of and appreciation for the role that technology is playing in this transition. The technology we use every day – whether it is communicating with friends and family, purchasing products or streaming entertainment – can benefit design and manufacturing, making companies and workers more competitive, agile and productive. Discover how this new approach to making products makes companies more responsive, and employees more involved and engaged, as new career paths in advanced manufacturing evolve.
This ppt of Digital Manufacturing & Design Technology specialization that explores the many facets of manufacturing’s “Fourth Revolution,” aka Industry 4.0, and features a culminating project involving creation of a roadmap to achieve a self-established DMD-related professional goal.
Why Should Businesses Adopt Industry 4.0 Technologies?Bernard Marr
Businesses should adopt Industry 4.0 technologies, because this transformative era is already here, not some concept for the future. Smart machines and interconnected devices are already working to provide many benefits to the businesses that have adopted the technologies. Those businesses that don’t may not survive.
Top Strategic Technology Trends for 2022.docxAdvance Tech
Strategic technology trends can be difficult to predict, but many technology observers think that the 2024 Olympics and the autonomous cars of the 2020s are inevitable.
Regardless, strategic technology trends can inspire companies and entrepreneurs looking to maximize their exposure and reach, increase their revenue, and drive new products and services.
Several technologies will be an important part of the 2022 strategy of any large firm, including software, cloud computing, and mobile technology.
A discussion that the following is the main focus on the impact of these technologies on the business functions of large firms and their future strategies. We finally brought together the sectors that will largely influence the future world economy in this post.
Strategic technology is the combination of strategic thinking, best practices, and financial effectiveness.
https://advancetech.info/gartners-top-10-strategic-technology-trends-for-2022/
This document discusses the challenges facing physical security integrators according to a survey of 174 solution providers. It identifies the top challenges as keeping pace with evolving technologies, managing client expectations, finding and retaining staff, creating recurring revenue streams, competition from low-cost alternatives, and maintaining vendor relationships. The document then provides advice on how to overcome each challenge by focusing on customer needs rather than technologies, building recurring revenue models, leveraging distributors like Ingram Micro, and prioritizing customer relationships over all else.
The document contains a series of polls, questions, and answers from a webinar on digital insurance predictions for 2018. It includes polls on topics like the valuation of Lemonade, which business models will generate the most value, and which parts of the insurance value chain are most likely to be outsourced. It also includes answers to questions from attendees on issues like the challenges of adopting customer-centric models, how regulation may evolve with new ecosystems, and whether traditional insurers can change quickly enough to compete with large tech brands. Feedback from attendees was positive, praising the diverse views and topics covered.
Presentation To Seda Technology ProgrammeElton050505
The document discusses several topics related to global commercialization of ICT products and services:
1) Globalization has led to an interconnected global marketplace without barriers to technology and business spread worldwide.
2) ICT products and services now commercialized globally include point-of-sale systems, e-commerce platforms, internet and telecommunications infrastructure.
3) There is a shortage of over 37,000 ICT workers in South Africa across many roles like managers, analysts, programmers and technicians needed to support growing commercialization of ICT.
A 50 page, easy-read E:Book taking you through the key considerations for deciding whether your Medical Device idea could eventually become a viable business.
Surviving and thriving in the 4th Industrial Revolution means a change in culture, adoption of new technologies and an ecosystem wide collaboration. We take a look at the market and the success and improvements surrounding the 3DEXPERIENCE Platform from Dassault Systemes.
This document defines key information technology concepts like IT, ICTs, and NTICs. It describes advantages like empowering people and supporting local business, as well as disadvantages like lack of privacy and isolation. Examples of ICT tools are provided, like the internet, email, forums, and digital photography. The document emphasizes the responsible use of these tools, respecting intellectual property rights and avoiding cyberbullying. ICTs are presented as a way to generate and share knowledge through improved communication.
The document summarizes discussions from an Instech Advisory Board Dinner on the topics of real-time data and insurance, ethics and artificial intelligence, and data collection and GDPR regulations. Key points from each topic included a need for more skilled data analysts, changing customer demands requiring new data sources, concerns about job losses from automation, and a lack of clarity around GDPR's impacts. Throughout, participants debated challenges and potential solutions, with the goal of capturing insights to share more broadly.
This document provides a summary of popular machine learning resources from 2018, including the top 10 blogs and talks from the Open Data Science community. It highlights how machine learning grew significantly in 2018, drawing more investment and attention across industries. Practitioners paid increased attention to the societal impacts of their work and focused on technical approaches to address bias, lack of transparency, and other issues. The resources provided are meant to help readers further their understanding of machine learning and shape how these tools are applied.
Presentation by Eura Nova on disruptive trends & business models due to cloud computing solutions - presented at sales summit 2 by Minds&More (oct 9, 2013); presented by Eric Delacroix of Eura Nova ...
The document provides an overview of social media marketing and how it has evolved over time. It discusses how the internet has changed from a static web to an interactive web where users can contribute and connect through social media. It defines social media marketing as building relationships throughout the business cycle and leveraging social networks, online communities, reviews, and word-of-mouth to engage customers and promote products/services. The document also discusses how businesses can develop an online authority presence and leverage social media marketing strategies to build their brand and engage with customers.
Creating effective content involves understanding your target audiences, analyzing the competition, and planning your site for both internal and external use. It is important to segment audiences, map their media usage, innovate while using existing services, test usability, and analyze user data to ensure your content reaches the intended audiences. Effective content creation is an iterative process that requires understanding user needs.
B2B refers to business transactions between companies rather than between companies and individual consumers. Examples include Samsung supplying parts to Apple for iPhone production and automakers purchasing vehicle components from other manufacturers. Information technology has benefited B2B in several ways: it has provided tools to research data and solve complex problems, allowed better decision making through market research and analytics, improved marketing through targeted online ads, enhanced customer support through multiple channels, and improved resource management with cloud computing.
The Journey towards Sustainable Digital Innovation. A case study on Arval BNP...Anastasia Romanski
This document provides an outline for a student thesis on ARVAL BNP Paribas' journey towards digital mastery. The outline includes sections on literature review, methodology, case study, analysis, and conclusion. The case study focuses on ARVAL BNP Paribas, a company in the automotive industry that is striving to stay competitive through digital innovation. The analysis will examine ARVAL's progress based on a framework of four levels of digital mastery and identify next steps in its journey.
Conversational ai market 5 major trends (2020) becoming human- artificial ...venkatvajradhar1
As the enterprise market begins to mature and become attracted to smarter AI solutions that bring real value, they abandon failing solutions and migrate to proven technologies — technology can pursue improvements and structures in their businesses.
Based on strategies gathered from an expert panel during our recent webinar, here are tips on how to successfully implement new technology.
Watch that webinar here: https://emgage.com/webinars/new-technology-implementation
Or find out more about Emgage here: https://emgage.com/
Similar to Industry 4.0? What the Big Deal? (in 30 seconds please) (20)
Skills Gap is worldwide and affects many technical and vocational professions. Re-skilling is a responsibility of the individual -- and society as a whole!
Industry 4.0 and the Innovation Gap in Advanced ManufacturingMike Nager
White paper describing the challenges the Industry 4.0 and Advanced Manufacturing will bring to workforce development and training of technicians and engineers.
Advanced Manufacturing in the USA redefines professional careers and requires new and different skill sets than previous manufacturing jobs. Published in April 2017 in Techniques, the monthly magazine for ACTE members (Association for Career and Technical Education).
This document discusses methods for protecting water and wastewater treatment plants from lightning strikes and electrical surges. It identifies areas at high risk for lightning strikes, such as pump lift stations and radio antennas. Traditional surge protection methods using MOVs and SADs can be overwhelmed by lightning strikes. Newer triggered arc gap technology provides better protection against high-energy lightning strikes by diverting surge currents to ground. The document describes how triggered arc gaps and additional surge protectors were installed to protect a water treatment plant in Florida that experienced frequent lightning damage.
This document discusses overvoltage protection for data concentrators used in smart grid applications. It describes the different network levels in smart grids - core, distribution and access networks. For the access network, which provides last mile connectivity between hardware and smart meters, technologies used include power line communication and various wireless standards. Outdoor data concentrator hardware is susceptible to lightning strikes and surges. The document then discusses lightning protection zones and the electrical parameters for surge protection devices used to protect communications ports and power inputs for such outdoor hardware from transient overvoltages.
Power Utility Conference - Wind Turbine Lightning ProtectionMike Nager
This document appears to be a presentation on lightning protection for wind turbines. It discusses how lightning strikes can damage wind turbines and cause fires, costing over 1.5 million Euro in one case. It outlines the principles of over-voltage suppression using surge protection components. The presentation covers lightning protection zones, positioning air-termination systems, and surge protection inside the nacelle and down tower panels. It also mentions challenges in protecting rotating equipment and discusses standards for lightning protection.
Published in ISA Management newsletter, article addresses basic strategies to increase sales organically by expanding into new markets or developing new products. Which combination is right for you? Starting on page 7.
Technical presentation on lightning protection strategies for water and wastewater treatment plants. Types of voltage surges and equipment protection systems.
Industrial Ethernet is a specific type of Ethernet used in manufacturing plants and process facilities. It accounts for a large portion of the growing Internet of Things. While based on standard Ethernet, Industrial Ethernet differs in that it must withstand harsh industrial environments and meet real-time control needs. Physical components like connectors and cables must be hardened to withstand vibration, moisture, and other industrial conditions as physical layer failures are common. Standards have evolved to include ruggedized connectors and switches suitable for factory floors and process facilities.
You're not in kansas anymore - the strange physical world of industrial ether...Mike Nager
Industrial Internet of Things -- Physical Layer Design Considerations from 2014 Annual Conference for Network Professionals. RJ45 and other data connector options.
Applications of artificial Intelligence in Mechanical Engineering.pdfAtif Razi
Historically, mechanical engineering has relied heavily on human expertise and empirical methods to solve complex problems. With the introduction of computer-aided design (CAD) and finite element analysis (FEA), the field took its first steps towards digitization. These tools allowed engineers to simulate and analyze mechanical systems with greater accuracy and efficiency. However, the sheer volume of data generated by modern engineering systems and the increasing complexity of these systems have necessitated more advanced analytical tools, paving the way for AI.
AI offers the capability to process vast amounts of data, identify patterns, and make predictions with a level of speed and accuracy unattainable by traditional methods. This has profound implications for mechanical engineering, enabling more efficient design processes, predictive maintenance strategies, and optimized manufacturing operations. AI-driven tools can learn from historical data, adapt to new information, and continuously improve their performance, making them invaluable in tackling the multifaceted challenges of modern mechanical engineering.
An improved modulation technique suitable for a three level flying capacitor ...IJECEIAES
This research paper introduces an innovative modulation technique for controlling a 3-level flying capacitor multilevel inverter (FCMLI), aiming to streamline the modulation process in contrast to conventional methods. The proposed
simplified modulation technique paves the way for more straightforward and
efficient control of multilevel inverters, enabling their widespread adoption and
integration into modern power electronic systems. Through the amalgamation of
sinusoidal pulse width modulation (SPWM) with a high-frequency square wave
pulse, this controlling technique attains energy equilibrium across the coupling
capacitor. The modulation scheme incorporates a simplified switching pattern
and a decreased count of voltage references, thereby simplifying the control
algorithm.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
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.
Discover the latest insights on Data Driven Maintenance with our comprehensive webinar presentation. Learn about traditional maintenance challenges, the right approach to utilizing data, and the benefits of adopting a Data Driven Maintenance strategy. Explore real-world examples, industry best practices, and innovative solutions like FMECA and the D3M model. This presentation, led by expert Jules Oudmans, is essential for asset owners looking to optimize their maintenance processes and leverage digital technologies for improved efficiency and performance. Download now to stay ahead in the evolving maintenance landscape.
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.
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.
Industry 4.0? What the Big Deal? (in 30 seconds please)
1. Industry 4.0? What’s the Big Deal?
(in 30 seconds please)
I travel around North America frequently to introduce the current state —
and likely short-term trajectory — of advanced manufacturing technologies
to educators and policy makers. These are the people that are going to
design, instruct, and financially support the next generation skilled
professionals that will be the ‘makers’ of the future.
A lot of these folks aren’t immersed or have deep personal experience with
manufacturing operations, so they rely on articles written in the general
press for information — they aren’t reading the technical trade publications
focussed on manufacturing or software topics. This is the clue that they
don’t want all the tiny details; they just want to know why its important, in
the shortest amount of time, so they can be convinced to fund, teach, or
design an educational manufacturing program for their community.
2. In general, two main questions come up during our discussions. The first
concerns the terminology of the Internet of Things (IoT), the Industrial
Internet of Things (IIoT) and Industry 4.0 and how they are related. Are
they different? Are they the same? I took a stab at explaining how I view
these topics last year here IoT vs Industry 4.0
The second question is this:
What’s the benefit of Industry 4.0?
This is actually a really insightful question that can trip up those caught up
in the details of the technologies. I know it did for me and it took a while for
me to come up with my particular viewpoint. The trouble is that often a
dozen ‘benefits’ are rattled off in no particular order that just really don’t
sound like benefits to the layperson (and really aren’t when you think about
it). It’s more like the geek’s guide to cool technologies.
To me, the best short, single answer requires you to know from which
perspective the question is being asked:
From the Consumer Perspective: The biggest benefit is that you will be
able to order single piece items (in German I4.0 speak: “Lot Size One”)
configured to your needs, without additional costs since automated
machinery will be producing it. This is a clear benefit and it doesn’t take
much imagination to visualize how receiving a completely personalized
product is better than a mass designed and produced one.
From the Manufacturers Perspective: The answer is twofold:
First the opportunity to grab market share from the consumers demands
above, of course.
Second, to finally have the technology to make useful information out of the
large amounts of available data to provide the long sought after (but
strangely elusive) goal of establishing an effective Predictive
Maintenance program. This is the practice of eliminating costs by reducing
both machine downtime (caused by equipment failure) and the unnecessary
preventative maintenance that is currently used to, well, prevent that from
happening.
3. Industry 4.0 includes the concepts of machine to machine (M2M)
communication and equipment that has the ‘smarts’ to determine its
own machine health to make predicative maintenance a reality. These
savings go directly to the bottom line, so you can bet they will be
implemented fast — and is also a clear and obvious benefit (and not simply a
feature).
So in my mind, those are the answers in the proverbial nutshell. It allows
the layperson to understand the importance of the Industry 4.0 and
appreciate what it could means for the future of manufacturing, especially in
the US.
Contact me if you would like to discuss and feel free to share the post with
those that might be interested.
Mike Nager
Making accessible the concepts of Industry 4.0 and Advanced Manufacturing to educators,
laypeople and the industrial controls industry.
Jan 9, 2018