Professor Duncan McFarlane discusses the way in which changing business environments are affecting our traditional notion of a factory and its operations.
The fourth industrial revolution Industry 4.0 represents a new paradigm shift from “centralized” to “decentralized” industry relies on cyber-physical based automation where sensors send data directly to the cloud and services such as monitoring, control and optimization automatically subscribe to necessary data in real-time. In the coming years, these technologies will be seen as a viable alternative to current manufacturing processes. According to a recent report by Markets and Markets, smart factory technology will have global market size of 74.80 Billion USD by 2022. The talk provides a comprehensive introduction to Industry 4.0 and Smart Factory. Technical challenges and social implications of smart factory will be discussed. The applicability of these emerging technologies in developing economies is highlighted in this talk as well.
Industry 4.0 has widespread application across Industries (Manufacturing, Logistics, Mobility etc.). In case of manufacturing and processing industries Industry 4.0 means Smart Manufacturing using IIoT (Industrial Internet of Things or simply Industrial IoT) in a connected smart factory.
It enables an Organization to make smart data-driven decisions based on Big Data, Artificial Intelligence and Machine Learning. Industry 4.0 IIoT has several benefits such as Resource Optimization, Cost Reduction, Automation, Predictive Maintenance and Prescriptive Analytics and Control etc.
What is Industry 4.0? Here’s A Super Easy Explanation For AnyoneBernard Marr
The fourth industrial revolution, also referred to as Industry 4.0, is starting to change the way goods are produced, and organizations of all sizes operate. Characterized by the fusion of the physical and virtual worlds, Internet 4.0 uses big data, machine learning and the Internet of Things to optimize operations.
Check out the differences between IoT, IIoT & Industry 4.0. Looking to increase your revenue by leveraging IoT or Industry 4.0, click here - https://smacar.com/
To know more about the differences between IoT, IIoT and Industry 4.0, click here - https://smacar.com/iot-iiot-industry-4-0/
The fourth industrial revolution Industry 4.0 represents a new paradigm shift from “centralized” to “decentralized” industry relies on cyber-physical based automation where sensors send data directly to the cloud and services such as monitoring, control and optimization automatically subscribe to necessary data in real-time. In the coming years, these technologies will be seen as a viable alternative to current manufacturing processes. According to a recent report by Markets and Markets, smart factory technology will have global market size of 74.80 Billion USD by 2022. The talk provides a comprehensive introduction to Industry 4.0 and Smart Factory. Technical challenges and social implications of smart factory will be discussed. The applicability of these emerging technologies in developing economies is highlighted in this talk as well.
Industry 4.0 has widespread application across Industries (Manufacturing, Logistics, Mobility etc.). In case of manufacturing and processing industries Industry 4.0 means Smart Manufacturing using IIoT (Industrial Internet of Things or simply Industrial IoT) in a connected smart factory.
It enables an Organization to make smart data-driven decisions based on Big Data, Artificial Intelligence and Machine Learning. Industry 4.0 IIoT has several benefits such as Resource Optimization, Cost Reduction, Automation, Predictive Maintenance and Prescriptive Analytics and Control etc.
What is Industry 4.0? Here’s A Super Easy Explanation For AnyoneBernard Marr
The fourth industrial revolution, also referred to as Industry 4.0, is starting to change the way goods are produced, and organizations of all sizes operate. Characterized by the fusion of the physical and virtual worlds, Internet 4.0 uses big data, machine learning and the Internet of Things to optimize operations.
Check out the differences between IoT, IIoT & Industry 4.0. Looking to increase your revenue by leveraging IoT or Industry 4.0, click here - https://smacar.com/
To know more about the differences between IoT, IIoT and Industry 4.0, click here - https://smacar.com/iot-iiot-industry-4-0/
Industry 4.0 represents the fourth industrial revolution in manufacturing and industry. Industry 4.0 is the current industrial transformation with automation, data exchanges, cloud, cyber-physical systems, robots, Big Data, AI, IoT and (semi-)autonomous industrial techniques to realize smart industry and manufacturing goals in the intersection of people, new technologies and innovation. IoT (Internet of Things), the convergence of IT and OT, rapid application development, digital twin simulation models, cyber-physical systems, advanced robots and cobots, additive manufacturing, autonomous production, consistent engineering across the entire value chain, thorough data collection and provisioning, horizontal and vertical integration, the cloud, big data analytics, virtual/augmented reality and edge computing amidst a shift of intelligence towards the edge (artificial intelligence indeed with a convergence of AI and IoT and other technologies): these are some of the essential technological components of the fourth industrial revolution. Those are quite a lot of terms and components indeed. Yet, Industry 4.0 is a rather vast vision and, increasingly, a vast reality that also stretches beyond merely these technological aspects. It is an end-to-end industrial transformation.
The Industrie 4.0 has 9 pillars of Technological transformation that one needs to know and understand first before they start implementing it in their company. From Big Data & Analytics to Autonomous Robots to Augmented reality, the whole world is changing.
Find out what is Industry 4.0 by exploring the historical revolution of Industries. Also explore the principles, goal and components of industry 4.0. This article will help you to find the benefits and biggest challenges in participating fourth industrial revolution industry 4.0
Management Information Systems presentation on Industry 4.0
-> A Timeline of Industrial Revolutions The Genesis of 4.0
-> Components of Industry 4.0 Why 4.0?
-> Use Cases
-> Smart Logistics and Warehousing Quality Management
-> The Future Ahead: 5.0?
The lOT (Internet of Things) is a network of Internet-enabled objects, together with web services that interact with these objects. IoT enables the connected devices to communicate and interact with each other, transferring zillions of data each moment. This presentation speaks about the various protocols that keep IoT a trending topic. It gives a short glimpse about the heights that will be scaled by IoT in the near future and the ways in which it can transform the human lives. The presentation also enlists the various security threats faced by IoT and comes up with a reliable secure model for IoT.
Industry 4.0 and Internet of Things (IoT)- The Emerging Marketing TrendsSuyati Technologies
Internet technology is often counted as the third industrial revolution that has ushered in epic changes to the world of business. And today, we are welcoming what is named as the fourth industrial revolution – the convergence of physical things with the world of the internet- named as the Internet of Things. INDUSTRIAL INTERNET OF THINGS (IIoT) is renowned as the PRIMARY way to improve operational efficiency in manufacturing domain. By 2030, $15 trillion of global GDP will come from Industrial IoT, and in another 15 years, IIoT will add $14.2 trillion to global economy. Industry 4.0 promises new business models that disrupt existing ecosystems.
View our infographic to understand the emerging marketing trends created by Industry 4.0 and IoT: http://suyati.com/industry-4-0-and-iot/
Internet of Things with Cloud Computing and M2M CommunicationSherin C Abraham
The IoT is the network of physical objects with intelligence. It can be more secure with MQTT protocol for Machine to Machine Communication and more storage capability can be achieved by using cloud computing.
Cloud-Con: Informatica Vibe and Cloud Integration for the Hybrid EnterpriseDarren Cunningham
The proliferation of SaaS applications in the enterprise requires new thinking about managing integration processes. Learn how to support Hybrid IT Architectures to seamlessly integrate on-premise, Cloud, SaaS, Mobile to support mission-critical apps with scalability, reliability and visibility
Industry 4.0 represents the fourth industrial revolution in manufacturing and industry. Industry 4.0 is the current industrial transformation with automation, data exchanges, cloud, cyber-physical systems, robots, Big Data, AI, IoT and (semi-)autonomous industrial techniques to realize smart industry and manufacturing goals in the intersection of people, new technologies and innovation. IoT (Internet of Things), the convergence of IT and OT, rapid application development, digital twin simulation models, cyber-physical systems, advanced robots and cobots, additive manufacturing, autonomous production, consistent engineering across the entire value chain, thorough data collection and provisioning, horizontal and vertical integration, the cloud, big data analytics, virtual/augmented reality and edge computing amidst a shift of intelligence towards the edge (artificial intelligence indeed with a convergence of AI and IoT and other technologies): these are some of the essential technological components of the fourth industrial revolution. Those are quite a lot of terms and components indeed. Yet, Industry 4.0 is a rather vast vision and, increasingly, a vast reality that also stretches beyond merely these technological aspects. It is an end-to-end industrial transformation.
The Industrie 4.0 has 9 pillars of Technological transformation that one needs to know and understand first before they start implementing it in their company. From Big Data & Analytics to Autonomous Robots to Augmented reality, the whole world is changing.
Find out what is Industry 4.0 by exploring the historical revolution of Industries. Also explore the principles, goal and components of industry 4.0. This article will help you to find the benefits and biggest challenges in participating fourth industrial revolution industry 4.0
Management Information Systems presentation on Industry 4.0
-> A Timeline of Industrial Revolutions The Genesis of 4.0
-> Components of Industry 4.0 Why 4.0?
-> Use Cases
-> Smart Logistics and Warehousing Quality Management
-> The Future Ahead: 5.0?
The lOT (Internet of Things) is a network of Internet-enabled objects, together with web services that interact with these objects. IoT enables the connected devices to communicate and interact with each other, transferring zillions of data each moment. This presentation speaks about the various protocols that keep IoT a trending topic. It gives a short glimpse about the heights that will be scaled by IoT in the near future and the ways in which it can transform the human lives. The presentation also enlists the various security threats faced by IoT and comes up with a reliable secure model for IoT.
Industry 4.0 and Internet of Things (IoT)- The Emerging Marketing TrendsSuyati Technologies
Internet technology is often counted as the third industrial revolution that has ushered in epic changes to the world of business. And today, we are welcoming what is named as the fourth industrial revolution – the convergence of physical things with the world of the internet- named as the Internet of Things. INDUSTRIAL INTERNET OF THINGS (IIoT) is renowned as the PRIMARY way to improve operational efficiency in manufacturing domain. By 2030, $15 trillion of global GDP will come from Industrial IoT, and in another 15 years, IIoT will add $14.2 trillion to global economy. Industry 4.0 promises new business models that disrupt existing ecosystems.
View our infographic to understand the emerging marketing trends created by Industry 4.0 and IoT: http://suyati.com/industry-4-0-and-iot/
Internet of Things with Cloud Computing and M2M CommunicationSherin C Abraham
The IoT is the network of physical objects with intelligence. It can be more secure with MQTT protocol for Machine to Machine Communication and more storage capability can be achieved by using cloud computing.
Cloud-Con: Informatica Vibe and Cloud Integration for the Hybrid EnterpriseDarren Cunningham
The proliferation of SaaS applications in the enterprise requires new thinking about managing integration processes. Learn how to support Hybrid IT Architectures to seamlessly integrate on-premise, Cloud, SaaS, Mobile to support mission-critical apps with scalability, reliability and visibility
Industry 4.0 provides an integrated perspective in a digitized setting wherein cyber and physical world views are integrated. It also provides an opportunity to make manufacturing smart, sustainable .and long term basis.
The Fourth Industrial Revolution is here. Smart Factories are here. Smart Production systems are here.
Does it mean that jobs will reduce or will there be an increase in jobs.
Are we going towards a Knowledge economy.
Will technology become complex or will it become easy for a layman to understand.
Will working in a tech intensive factory become easy or will it become complex.
"Cindy Xing is a Principal Software Dev Lead at Microsoft, with over 15 years of working experience in building and delivering large scale software distributed systems.
Her talk during the Data Science Conference will be focused on Edge Computing. Edge computing is the practice of processing data near the edge of your network, where the data is being generated, instead of in a centralized data-processing warehouse."
ARC Advisory Group Vice President Craig Resnick and Inductive Automation Chief Strategy Officer Don Pearson discuss a new type of IIoT architecture that can increase data throughput, provide greater agility, and improve enterprise-wide communication. Learn how IIoT could reshape the way industrial organizations implement system architectures, and deepen your knowledge of the key factors driving this movement.
Explore megatrends in manufacturing:
- Digital enterprise/IIoT platforms
- Edge computing
- Open enterprise architectures for the IIoT age
- Virtual and augmented reality in factory environments
- The factory workforce of the future
- Cybersecurity needs and solutions
- And more
ARC Advisory Group Vice President Craig Resnick and Inductive Automation Chief Strategy Officer Don Pearson discuss a new type of IIoT architecture that can increase data throughput, provide greater agility, and improve enterprise-wide communication. Learn how IIoT could reshape the way industrial organizations implement system architectures, and deepen your knowledge of the key factors driving this movement.
Explore megatrends in manufacturing:
- Digital enterprise/IIoT platforms
- Edge computing
- Open enterprise architectures for the IIoT age
- Virtual and augmented reality in factory environments
- The factory workforce of the future
- Cybersecurity needs and solutions
- And more
In 2012, The Economist claimed we were entering the third industrial revolution based on the digitization of manufacturing, also referred to as the “smart factory.” The development and adoption of the Internet of Things is a critical element of smart manufacturing as reduced sensor device cost, and increased connectivity and in-memory processing give manufacturers the ability to gather and use data to increase product quality and transform operations. IT organizations are increasingly involved with the management, security and governance of this data as equipment and products are connected to the internet. This session will provide a practical framework for evaluating ways to improve sensor enablement, transaction processes and analytics based on real-world customer examples.
The Fourth Industrial Revolution has begun. What is it about. What SMEs have in this revolution. WIll jobs decrease. Will Skill requirements increase.
And what is this Cyber Physical Production Systems.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Automobile Management System Project Report.pdfKamal Acharya
The proposed project is developed to manage the automobile in the automobile dealer company. The main module in this project is login, automobile management, customer management, sales, complaints and reports. The first module is the login. The automobile showroom owner should login to the project for usage. The username and password are verified and if it is correct, next form opens. If the username and password are not correct, it shows the error message.
When a customer search for a automobile, if the automobile is available, they will be taken to a page that shows the details of the automobile including automobile name, automobile ID, quantity, price etc. “Automobile Management System” is useful for maintaining automobiles, customers effectively and hence helps for establishing good relation between customer and automobile organization. It contains various customized modules for effectively maintaining automobiles and stock information accurately and safely.
When the automobile is sold to the customer, stock will be reduced automatically. When a new purchase is made, stock will be increased automatically. While selecting automobiles for sale, the proposed software will automatically check for total number of available stock of that particular item, if the total stock of that particular item is less than 5, software will notify the user to purchase the particular item.
Also when the user tries to sale items which are not in stock, the system will prompt the user that the stock is not enough. Customers of this system can search for a automobile; can purchase a automobile easily by selecting fast. On the other hand the stock of automobiles can be maintained perfectly by the automobile shop manager overcoming the drawbacks of existing system.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Vaccine management system project report documentation..pdfKamal Acharya
The Division of Vaccine and Immunization is facing increasing difficulty monitoring vaccines and other commodities distribution once they have been distributed from the national stores. With the introduction of new vaccines, more challenges have been anticipated with this additions posing serious threat to the already over strained vaccine supply chain system in Kenya.
AKS UNIVERSITY Satna Final Year Project By OM Hardaha.pdf
The factory of the future
1. Factories of the Future:
Implications for Automation
Professor Duncan McFarlane
Distributed Information & Automation Lab
Institute for Manufacturing, CUED
IFM Open Day
May 2017
4. Alternative “Factory” Models
Late customization:
e.g. phones, consumer
packaging, bicycles
Distributed Production:
e.g. Computing devices,
domestic appliances,
spare parts
5. “Not a Factory” Factory Models
Source: Homebase UK
Source: www.construction-robotics.com
Production in a remote /
mobile / small scale /
one off manner
9. Automation Requirements?
IMPROVING TODAY’S
MANUFACTURING
•More Productive
•Resilient
•Sustainable
AUTOMATION
REQUIREMENTS
• automated production
• Asset performance
monitoring
• Fast detection of
disruption
• Dynamic process
management
• Energy & emissions
measurement & control
• Material monitoring
e.g. DISTAL
•distributed control
based on multi-
agent systems
•real-time
production status
•Built in disruption
handling
10. Automation Requirements?
EMERGING
MANUFACTURING
• Specialised
• Customised/custo
mer oriented
• Localised /
distributed
• Services
AUTOMATION
REQUIREMENTS
• Flex, adapt production
• automated set up
• Product/order tracking
• Control 4 customisation
• X value chain comms
• Production management
decoupled locations
• Logistics and production
coordinated
• Information coupled to
physical system
Outputs
• Smart wrapper on
3DP systems
• Distributed cloud
based control
architecture
Internet/Cloud
printer Y
eg OPTIMOS PRIME
Integration of 3D
printing with
conventional
production
environments
12. Digital Manufacturing: Scope and Terms?
DIGITISATION: The application of digital
information [from multiple sources,
formats, owners] to address key societal
challenges in areas such as health,
education, government, transport,
commerce, manufacturing.
DIGITAL MANUFACTURING: The
application of digital information [from
multiple sources, formats, owners] for the
enhancement of manufacturing products,
processes and services.
i.e. The digitisation of manufacturing
products, processes, supply chains and
services
13. Whats New? What’s Not?
NEW !
• Internet is ubiquitous
• Network many devices / objects /
data sources
• Cloud computing
• Mobile, personal computing
• IT Services -> IT Strategy
• Information sharability across value
chain
• Order Information Orientation
• Customer involvement
NOT NEW
• Lots of sensors
• Lots of data
• Data analytics
• Simulation
• Industrial AI
14. [Some] Global Initiatives related to DM
Industrie 4.0:
high-tech strategy of the
German government, which
promotes the computerization
of manufacturing
Smart Process
Manufacturing :
US: role of ICT in
integration, data intelligence
and innovation.
Made in China 2025:
Broad Chinese blueprint for
future manufacturing
drawing heavily on robotics
and IoT at its centre.
Robot Revolution
Initiative:
Japanese response to IIC and
I4.0 in robotic and IoT
development
Industrial Internet
Consortium/IIoT:
The Industrial Internet is the
integration and linking of big
data, analytical tools and
wireless networks with physical
and industrial equipment
15. FACTORIES OF THE FUTURE
AUTOMATION CHALLENGES
IT / AUTOMATION INITIATIVES
requirements
addressing
addressing
requirements
IT/Automation Initiatives for FoF?
16. Discussion Questions
- Do you see the distribution of your production
operations changing significantly in the near future?
- Are you considering wholesale updates to the IT
systems supporting your production processes and
products?
- Are digital manufacturing initiatives such as Industrie
4.0 addressing your IT and automation concerns?