The global economy has been turbulent for the last couple of years but the automotive industry, in particular, has been encountering the most challenging environment. Market dynamics are changing rapidly, thus forcing the auto makers to change their business strategies and to implement them successfully in order to stay competitive. Auto parts makers are further squeezed as they need to satisfy more diverse product requirements with low room for errors in a relatively much shorter time span. As radical technological trends are inevitable, harnessing this opportunity will enable companies with innovative products to gain market share.
Since business revolves around the products or services a company offers, PLM could be the single most rewarding area to focus on in system implementation.
In addition to industrial production, the success of Finnish industry is based strongly on the design and engineering of devices, working machines, manufacturing plants, power plants, process machinery and ships for global markets. At the same time, digitisation has become ever more vital to the success of industrial production and engineering and the volume, value and importance of the digital, virtual realm is increasing dramatically compared to physical plants and machines.
At the beginning of the 2010s traditional heavy industry accounted for 75% of the total value of Finnish exports, up notably from 57% in 2000. To reduce the design and production ramp-up times by half, VTT’s eEngineering spearhead programme (2009-2012) developed technology platforms for modelling and simulation, design knowledge management, life-cycle management, and human-technology interaction. The high- lights of the research carried out during the programme are presented in this publication.
The most significant achievement of the programme is Simantics, an extensive operating system providing an open, high-level application platform on which different computational tools can be easily integrated to form a common environment for modelling and simulation. Programme also enabled successful integration of user’s sound and noise experience and thermal comfort modelling to the design of machine cabins in a virtual design environment.
This was a presentation given at PLM Connection 2010 in Dallas by Dora Smith and Tord Dennis of Siemens PLM along with Jim Brown of Tech-Clarity. It highlighted social computing, social networking and social media in the PLM space. See http://www.siemens.com/plm/blog for related blog post and more event coverage.
Information technology model for product lifecycle engineeringcsandit
An aircraft is a complex, multi-disciplinary, system-engineered product that requires real-time
global technical collaboration through its life-cycle. Engineering data and processes which
form the backbone of the aircraft should be under strict Configuration Control (CC). It should
be model-based and allow for 3D visualization and manipulation. This requires accurate, realtime
collaboration and concurrent engineering-based business processes operating in an
Integrated Digital Environment (IDE). The IDE uses lightweight, neutral Computer Aided
Design (CAD) Digital Mock-Up (DMU). The DMU deals with complex structural assemblies
and systems of more than a hundred thousand parts created by engineers across the globe, each
using diverse CAD, Computer Aided Engineering (CAE), Computer Aided Manufacturing
(CAM), Computer Integrated Manufacturing (CIM), Enterprise Resource Planning (ERP),
Supply Chain Management(SCM),Customer Relationship Management(CRM) and Computer
Aided Maintenance Management System (CAMMS) systems. In this paper, a comprehensive
approach to making such an environment a reality is presented.
The global economy has been turbulent for the last couple of years but the automotive industry, in particular, has been encountering the most challenging environment. Market dynamics are changing rapidly, thus forcing the auto makers to change their business strategies and to implement them successfully in order to stay competitive. Auto parts makers are further squeezed as they need to satisfy more diverse product requirements with low room for errors in a relatively much shorter time span. As radical technological trends are inevitable, harnessing this opportunity will enable companies with innovative products to gain market share.
Since business revolves around the products or services a company offers, PLM could be the single most rewarding area to focus on in system implementation.
In addition to industrial production, the success of Finnish industry is based strongly on the design and engineering of devices, working machines, manufacturing plants, power plants, process machinery and ships for global markets. At the same time, digitisation has become ever more vital to the success of industrial production and engineering and the volume, value and importance of the digital, virtual realm is increasing dramatically compared to physical plants and machines.
At the beginning of the 2010s traditional heavy industry accounted for 75% of the total value of Finnish exports, up notably from 57% in 2000. To reduce the design and production ramp-up times by half, VTT’s eEngineering spearhead programme (2009-2012) developed technology platforms for modelling and simulation, design knowledge management, life-cycle management, and human-technology interaction. The high- lights of the research carried out during the programme are presented in this publication.
The most significant achievement of the programme is Simantics, an extensive operating system providing an open, high-level application platform on which different computational tools can be easily integrated to form a common environment for modelling and simulation. Programme also enabled successful integration of user’s sound and noise experience and thermal comfort modelling to the design of machine cabins in a virtual design environment.
This was a presentation given at PLM Connection 2010 in Dallas by Dora Smith and Tord Dennis of Siemens PLM along with Jim Brown of Tech-Clarity. It highlighted social computing, social networking and social media in the PLM space. See http://www.siemens.com/plm/blog for related blog post and more event coverage.
Information technology model for product lifecycle engineeringcsandit
An aircraft is a complex, multi-disciplinary, system-engineered product that requires real-time
global technical collaboration through its life-cycle. Engineering data and processes which
form the backbone of the aircraft should be under strict Configuration Control (CC). It should
be model-based and allow for 3D visualization and manipulation. This requires accurate, realtime
collaboration and concurrent engineering-based business processes operating in an
Integrated Digital Environment (IDE). The IDE uses lightweight, neutral Computer Aided
Design (CAD) Digital Mock-Up (DMU). The DMU deals with complex structural assemblies
and systems of more than a hundred thousand parts created by engineers across the globe, each
using diverse CAD, Computer Aided Engineering (CAE), Computer Aided Manufacturing
(CAM), Computer Integrated Manufacturing (CIM), Enterprise Resource Planning (ERP),
Supply Chain Management(SCM),Customer Relationship Management(CRM) and Computer
Aided Maintenance Management System (CAMMS) systems. In this paper, a comprehensive
approach to making such an environment a reality is presented.
INFORMATION TECHNOLOGY MODEL FOR PRODUCT LIFECYCLE ENGINEERINGcscpconf
An aircraft is a complex, multi-disciplinary, system-engineered product that requires real-time global technical collaboration through its life-cycle. Engineering data and processes which
form the backbone of the aircraft should be under strict Configuration Control (CC). It should be model-based and allow for 3D visualization and anipulation. This requires accurate, realtime collaboration and concurrent engineering-based business processes operating in an Integrated Digital Environment (IDE). The IDE uses lightweight, neutral Computer Aided
Design (CAD) Digital Mock-Up (DMU). The DMU deals with complex structural assemblies and systems of more than a hundred thousand parts created by engineers across the globe, each using diverse CAD, Computer Aided Engineering (CAE), Computer Aided Manufacturing (CAM), Computer Integrated Manufacturing (CIM), Enterprise Resource Planning (ERP), Supply Chain Management(SCM),Customer Relationship Management(CRM) and Computer Aided Maintenance Management System (CAMMS) systems. In this paper, a comprehensive approach to making such an environment a reality is presented.
IBM Innovate2012 - CIO Cockpit for Integrated Planning, Controlling and AnalysisEinar Karlsen
The presentation provides an overview of the CIO Cockpit for integrated planning, controlling and analysis using IBM Rational Focal Point, IBM Rational Insight and Cognos solutions for Business Intelligence.
High Performance PLM: Key Success Factors for PLM Strategy, Implementation, a...PTC
Data and Analysis from Tech-Clarity and PTC Global Services, PLM Key Success Factors Survey, 2012 [eBook]
To learn more about the key success factors for PLM and other enterprise solutions, visit the Insights section of our website:
http://www.ptc.com/consulting/insights?utm_source=SlideShare%2B&utm_medium=plmebook&utm_campaign=Social
To run the ultra-integrated smart factories of Industry 4.0, programmers are having to write increasingly complex software. As they do, the cost of developing and maintaining this software is skyrocketing. Intelligently linked mapp technology components allow you to create and support even the most complex solutions faster and easier – and keep mountains of software from becoming bottomless money pits.
Future of manufacturing: a new era of opportunity and challenge for the UK - ...bis_foresight
Foresight project looking at the long-term picture for the UK manufacturing sector between now and 2050.
Read the full report here: http://www.slideshare.net/bis_foresight/future-of-manufacturing-a-new-era-of-opportunity-and-challenge-for-the-uk-project-report
For more information, see: http://bit.ly/FoMn
Identifying and managing the decisions within a business process are critical next steps for greater efficiency and effectiveness in organizations today.
A slideshow connected to a lecture on artists whose work deals with issues of disability available at Art History Teaching Resources (http://arthistoryteachingresources.org/), written by Keri Watson.
Working with the Mainstay team, the Cisco IOT Manufacturing Marketing team combined research from manufacturing trade associations, management consulting research and an internal benchmarking project to create an Executive Briefing Presentation that would educate CxOs on the opportunities IOT can provide. This content was also repurposed to create a manufacturing IOT whitepaper to provide an asset to entice prospective customers to consider Cisco’s IOT offerings.
ITIF Senior Analyst Stephen Ezell presented on the future of advanced manufacturing at the AAAS annual conference. His presentation argued for the correct policies to support a robust advanced manufacturing climate in the United States.
Discrete manufacturing Industry- Connect, Transform, and Reimagine: Help Your...Shivakumar Vishwanath
Browse the following pages to explore how a
co-innovation partnership with SAP can help
you unlock the huge potential of the Internet of
Things to deliver new business value for your
customers – and you.
What are some of the trends that driving the manufacturing industries in this digital economy era? What do these mean for the manufacturing businesses and how can they run and sell smarter? Download this presentation deck and learn more.
You can also watch the On-Demand Webinar here: http://tinyurl.com/bcrmAPJ216
INFORMATION TECHNOLOGY MODEL FOR PRODUCT LIFECYCLE ENGINEERINGcscpconf
An aircraft is a complex, multi-disciplinary, system-engineered product that requires real-time global technical collaboration through its life-cycle. Engineering data and processes which
form the backbone of the aircraft should be under strict Configuration Control (CC). It should be model-based and allow for 3D visualization and anipulation. This requires accurate, realtime collaboration and concurrent engineering-based business processes operating in an Integrated Digital Environment (IDE). The IDE uses lightweight, neutral Computer Aided
Design (CAD) Digital Mock-Up (DMU). The DMU deals with complex structural assemblies and systems of more than a hundred thousand parts created by engineers across the globe, each using diverse CAD, Computer Aided Engineering (CAE), Computer Aided Manufacturing (CAM), Computer Integrated Manufacturing (CIM), Enterprise Resource Planning (ERP), Supply Chain Management(SCM),Customer Relationship Management(CRM) and Computer Aided Maintenance Management System (CAMMS) systems. In this paper, a comprehensive approach to making such an environment a reality is presented.
IBM Innovate2012 - CIO Cockpit for Integrated Planning, Controlling and AnalysisEinar Karlsen
The presentation provides an overview of the CIO Cockpit for integrated planning, controlling and analysis using IBM Rational Focal Point, IBM Rational Insight and Cognos solutions for Business Intelligence.
High Performance PLM: Key Success Factors for PLM Strategy, Implementation, a...PTC
Data and Analysis from Tech-Clarity and PTC Global Services, PLM Key Success Factors Survey, 2012 [eBook]
To learn more about the key success factors for PLM and other enterprise solutions, visit the Insights section of our website:
http://www.ptc.com/consulting/insights?utm_source=SlideShare%2B&utm_medium=plmebook&utm_campaign=Social
To run the ultra-integrated smart factories of Industry 4.0, programmers are having to write increasingly complex software. As they do, the cost of developing and maintaining this software is skyrocketing. Intelligently linked mapp technology components allow you to create and support even the most complex solutions faster and easier – and keep mountains of software from becoming bottomless money pits.
Future of manufacturing: a new era of opportunity and challenge for the UK - ...bis_foresight
Foresight project looking at the long-term picture for the UK manufacturing sector between now and 2050.
Read the full report here: http://www.slideshare.net/bis_foresight/future-of-manufacturing-a-new-era-of-opportunity-and-challenge-for-the-uk-project-report
For more information, see: http://bit.ly/FoMn
Identifying and managing the decisions within a business process are critical next steps for greater efficiency and effectiveness in organizations today.
A slideshow connected to a lecture on artists whose work deals with issues of disability available at Art History Teaching Resources (http://arthistoryteachingresources.org/), written by Keri Watson.
Working with the Mainstay team, the Cisco IOT Manufacturing Marketing team combined research from manufacturing trade associations, management consulting research and an internal benchmarking project to create an Executive Briefing Presentation that would educate CxOs on the opportunities IOT can provide. This content was also repurposed to create a manufacturing IOT whitepaper to provide an asset to entice prospective customers to consider Cisco’s IOT offerings.
ITIF Senior Analyst Stephen Ezell presented on the future of advanced manufacturing at the AAAS annual conference. His presentation argued for the correct policies to support a robust advanced manufacturing climate in the United States.
Discrete manufacturing Industry- Connect, Transform, and Reimagine: Help Your...Shivakumar Vishwanath
Browse the following pages to explore how a
co-innovation partnership with SAP can help
you unlock the huge potential of the Internet of
Things to deliver new business value for your
customers – and you.
What are some of the trends that driving the manufacturing industries in this digital economy era? What do these mean for the manufacturing businesses and how can they run and sell smarter? Download this presentation deck and learn more.
You can also watch the On-Demand Webinar here: http://tinyurl.com/bcrmAPJ216
L'evoluzione M2M nell'era di Industria 4.0FaberLab
Le slide presentate da Cristina Ravaioli (Chanel Manager Inudstrial-Iot Advantech) durante il workshop "Connettere la fabbrica: le applicazioni di industria 4.0”, giovedì 12 aprile 2018, rganizzato da Faberlab il Digital Innovation Hub di Confartigianato Imprese Varese nell'ambito delle iniziative dedicate a Industria 4.0.
#AIAvisionweek - How Machine Vision is Enabling Smart ManufacturingWill Healy III
Presented as a webinar at A3's AIA Vision Week on May 21st 2020. As we are swept into the fourth industrial revolution, you want to be a company that comes out on top; but at the current pace of change, are we doing the right things? Are we using the right technology? With case studies and articles, we will explore why manufacturers big & small are investing in the Industrial Internet of Things (IIoT), break down the basics of smart manufacturing and discuss the key role machine vision plays in enabling this revolution. With a look to how guidance (VGR), inspection, gauging and identification applications are creating an Industry 4.0 factory, we will offer simple actions you can make today to start enabling your factory for flexible manufacturing & efficient production, and you will leave empowered with confidence in machine vision as the enabling technology for your next smart manufacturing project.
IoT-Indus is a team of electronics engineers specialized in the New Product Introduction and manufacturing of IoT products.
New product introduction is a crucial step for your product. Our experts know perfectly how to manage every stage to make your project a success on your market.
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 Most Definitive guide to Industrial IoT ImplementationAditya Basu
Industrial IoT has the potential of USD 15.3 trillion to the global economy by 2030 subjected to an improvement of 1-1.5%. Industrial Internet is a revolutionary technology that enhances the Industrial environment with the IoT capabilities. IIoT helps to solve the bottlenecks in the business environment, provides operational efficiency, increases productivity and reduces the complexity of the process.
The main benefit of Industrial IoT is the connected enterprise that enhances the visibility across various departments and benefits with a smooth workflow. According to General Electric CEO, Jeff Immelt, IIoT has twice the market potential than that of the consumer IoT.
In this Guide you will know everything about
a) The Connected Factory! Role of IIoT
b) Evolution of IIoT to Industry 4.0
c) Industrial IoT Ecosystem
d) Value Chain Players today and what you can learn from them
e) How IIoT is Different from IoT
f) Technology Drivers and Adoption
g) Market Indicators and why you should jump the Bandwagon NOW!
h) Market Revenues and Areas of Focus
i) The Digitization Wave
j) Real World Industrial IoT Case Studies Including Solutions & Outcomes
Engineering smart into the machines you buildTanuj Gidwani
Know about Wipro's Product Engineering Capabilities and how our ability to leverage new-age technologies such as IoT, Cloud, 3D printing, virtualization, and Artificial Intelligence (AI) has a deep impact on the way enterprises do business in an ever-changing world
Similar to Factories of the Future ICT Call 10 July - 4 December 2012 (20)
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
20 Comprehensive Checklist of Designing and Developing a WebsitePixlogix Infotech
Dive into the world of Website Designing and Developing with Pixlogix! Looking to create a stunning online presence? Look no further! Our comprehensive checklist covers everything you need to know to craft a website that stands out. From user-friendly design to seamless functionality, we've got you covered. Don't miss out on this invaluable resource! Check out our checklist now at Pixlogix and start your journey towards a captivating online presence today.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Generative AI Deep Dive: Advancing from Proof of Concept to Production
Factories of the Future ICT Call 10 July - 4 December 2012
1. FP7-ICT NCP Meeting
Brussels, 18-19 June 2012
The Factories of the Future Calls in ICT WP2013.
Objectives 7.1 and 7.2
Dr Erastos Filos
ICT Programme Coordinator “Factories of the Future”
FoF-WP2013-NCPs_19Jun12
2. Manufacturing – the Heartbeat of
Europe’s Economy
• 17% of GDP
• 22 million of jobs
• 20% of direct jobs
• twice as many indirect jobs
• 66% of private R&D investment
• 28% of final energy consumption
• part of a complex global economic
system
FoF-WP2013-NCPs_19Jun12
3. Manufacturing: A Large Potential for Productivity Gains
• Process & product innovation (e.g. ICT,
automation)
• Outsourcing of non-core activities (e.g.
logistics, ICT services, facility management)
1995-2007
46 % increase in manufacturing productivity
compared to
20 % economy-wide productivity increase
FoF-WP2013-NCPs_19Jun12
4. Economic Crisis Effects in the EU
• 20 % overall decline of
manufacturing output
• 10 % less manufacturing jobs
• 20-30 % decrease in
output of technology-intensive
investment goods
FoF-WP2013-NCPs_19Jun12
5. Factories of the Future:
An Industry-driven Programme
• Started in late 2008
• Public-private partnership
• € 1.2 bn budget (50% public)
• 4 years: 2009-2013 – annual competitions
• Industry sets priorities –
evaluation & selection process under FP7 rules
FoF-WP2013-NCPs_19Jun12
6. Objective: Industrial Competitiveness
Supply side
Technology/manufacturing equipment suppliers to gain market share:
• Automation/industrial robotics & laser technology solutions for factory environments
• Product/production design tools (eg software for modelling, simulation, visualisation)
• Enterprise/supply-chain management tools
ICT
Demand side
European industrial end users:
• To integrate latest technology into their production environments
• To develop new competencies (knowledge, organisation, skills, business models)
• To use technologies that enable energy-efficient and “waste-less” production
FoF-WP2013-NCPs_19Jun12
8. Factories of the Future: ICT Vision
Smart Factories:
Factory productivity
• Goal:
More automation, better control & • Less waste
optimisation of factory processes • Less energy use
• Means: • Faster time-to-market
Software, lasers & intelligent devices • Better quality
embedded in machines & factory infrastructure
Sensors, Virtual Factories:
Tags Supply-chain productivity
data – Goal:
Product PLM server To manage supply chains; to create • High-value products
data
info
advice
value by integrating products & services • Keep jobs in Europe
info Info
request – Means: • Process transparency
PLM agent Software to holistically interconnect • IPR security
(reader) & manage distributed factory assets; • Lower CO2 footprint
new business models & value propositions
Digital Factories: Design productivity
– Goal: • Reduce design errors
To “see” the product before it is produced • Better & efficient products
– Means: • Less waste + rework
Software for the digital representation & • Faster time-to-market
test of products & processes prior
to their manufacture & use
FoF-WP2013-NCPs_19Jun12
9. FoF ICT Calls Overview
2009 2010 2011 2012 2013 Policies
H2020 proposal
end ’11
MAFF H2020 launch
Jun ’11 early ’14
2009 2010 2011 2012 FP7 Calls
Virtual Digital 10 Jul – 4 Dec 2012
Factories Factories
FoF Use
9 July – 2 Dec 2010 Experiments
(45 M€) (35 M€) 70 M€
20 Jul – 1 Dec 2011
Smart Manuf.
Smart
Factories solutions
Total ICT
Factories 245 M€
for new ICT
July ’09 – products
Nov. ‘09 Obj. 7.1 Obj. 7.2
(40 M€) (20 M€)
FoF-WP2013-NCPs_19Jun12
10. Country Participation in First 3 FoF ICT Calls
Selected projects (total €175 million)
2009 - 2011 ICT Calls
Turkey
Portugal Spain Sweden
Switzerland 1%
1% 9% 2%
4%
Norway United Kingdom
2% 7% Belgium
Netherlands Austria 2%
4% 3%
Czech Republic
2%
Denmark
Italy 1%
Finland
12% 3%
France
5%
Israel
1%
Ireland
2% Greece
4%
Germany
FoF-WP2013-NCPs_19Jun12 36%
11. Participation per Organisation Type
Funding share per organisation type
2009 - 2011 FoF ICT Calls
70 160
60 140
120
Number of participants
50
100
(€ million)
40
80
30
60
22% 21% 35% 20%
20
40
10 20
1%
0 0
HES Research Large industry SMEs Other
organisations
Funding (€ million) No of participants
FoF-WP2013-NCPs_19Jun12
12. FoF-ICT Calls
Experience after 3 Calls & 36 Launched Projects
2011 Call
• 40 M€ FoF is:
• 10 projects - of shorter term scope
- Attractive to industry
2009 Call
• 35 M€ - SME-friendly
• 8 projects
Smart Factories Manufacturing of
new ICT products
2011 Call
Virtual ICT Digital • 20 M€
2010 Call Factories Factories 2010 Call • 2 projects
• 45 M€ • 35 M€
• 10 projects • 8 projects
FoF-WP2013-NCPs_19Jun12
14. Last Call FP7 Work Programme 2013 (ICT)
• Mainly ICT Use Experiments (2 types):
• Application experiments (SME users)
• Equipment assessments (SME suppliers)
• 4 Thematic Areas:
• Robot solutions for new manufacturing applications
• Simulation services for engineering & manufacturing
• Intelligent equipment in custom manufacturing and/or re-
manufacturing
• Innovative laser applications in manufacturing
• How:
• IPs coordinated by R&D institutes or industry associations:
launching open calls
• IP size: up to 16 M€, 3-4 years duration
• Individual experiments: 200-500 k€ (around 18 months duration)
• Budget:
• 70 M€
FoF-WP2013-NCPs_19Jun12
15. What’s proposed for WP2013
• Objective 7.1: Application Experiments
a) Robot solutions for new manufacturing applications (IPs)
b) Simulation services for engineering and manufacturing (IPs)
c) Constituency building and road-mapping (CSA)
• Objective 7.2: Equipment Assessment
a) Intelligent equipment in custom and/or re-manufacturing (IPs)
b) Innovative laser applications in manufacturing (IPs)
c) Establish network of innovation multipliers (CSA)
d) Rapid build-up of new manufacturing skills (CSA)
Budget: 70 M€
FoF-WP2013-NCPs_19Jun12
16. Objective 7.1: Application Experiments for
Robotics & Simulation
Application experiments focus on:
a) Robot solutions for novel SME users (IPs)
• Reflecting industrial robotics paradigm shift: Towards more flexible, energy-efficient &
adaptable service robots
• Key functionalities: Mobility, reconfigurability, dexterity, safety in human-robot
interaction
• Innovative: integration of new materials, advanced sensors, controls
• Under realistic conditions (manufacturing environments)
b) Simulation services for engineering and manufacturing SMEs (IPs)
• SME users showcase the customisation & adoption of HPC-cloud-powered simulation
services
• Innovation: (1) one-stop-shop access to novel simulation technologies; (2) ISVs port
applications to cloud & run experiments; (3) HPC resource & service providers join forces
to establish sustainable commercial cloud
c) Constituency building & road-mapping (CSA)
Build R&D constituencies & develop research and innovation agendas in:
• Analytics, simulation and forecasting
FoF-WP2013-NCPs_19Jun12
• Architectures & services for the manufacturing enterprises of the future
17. Bringing HPC-Cloud-based simulation services to the
fingertip of engineering/manufacturing SMEs
User n
User n
User n
User 1
User 2
User 1
User 2
User 1
User 2
SME first-time users … … …
of simulation codes
Application
experts
Provider(s)
Provider(s)
Provider(s)
Established simulation
code providers
Cloud and
parallelisation experts ISV ISV … ISV
Service
Service
Commercial cloud Service
providers
HPC
resource providers Pan-European «Cloud» of HPC Resources
FoF-WP2013-NCPs_19Jun12
18. Objective 7.2: Equipment Assessments for Sensor-
& Laser-based Applications
Equipment assessments focus on:
a) Intelligent equipment solutions in custom manufacturing and/or re-
manufacturing (IPs)
• For (SME) suppliers of sensor-/actuator-based monitoring & control equipment
• Application areas: (1) Small volume/small lot size customisation; (2) end-of-life
manufacturing operations (e.g. dismantling, recycling, material reuse)
b) Innovative laser applications in manufacturing (IPs)
• For (SME) suppliers of laser-based manufacturing equipment (e.g. laser, power supplies,
handling tools, beam guiding etc.)
• Assessments should target improvements in quality, speed, flexibility & resource use
efficiency of laser-based manufacturing
c) Network of innovation multipliers (CSA)
• Across all take-up projects that will be launched under this call in 7.1 and 7.2 aiming at
broad technological, application, innovation & regional coverage
d) Rapid build-up of new manufacturing skills (CSA)
• Training methodologies & ICT-based tools to attract young talents in engineering &
manufacturing
FoF-WP2013-NCPs_19Jun12
Innovative Experiments of industrial robotics : Reflecting the paradigm shift towards flexible, energy-efficient, adaptable service robots. Involving first time users, application experts, innovative robotics technology suppliers, system integrators and service providers. Application scenarios well motivated under realistic manufacturing conditions and by its exploitation potential, Target key functionalities such as mobility, reconfigurability, dexterity, safety and human/robot interactions; in areas such as manufacturing, service, maintenance and repair or monitoring and control. Emphasis on SMEs from supply and demand site. Experiments to facilitate adoption of HPC-cloud-powered simulation services: Lower Barrier for novel users via a one-stop-shop for simulation services, including training, visualisation, analytics. Up-dating and porting simulation code of tool vendors to cloud-based infrastructure and services HPC resource providers to build an operational prototype of a commercial and sustainable cloud of HPC resources. Value chain (1) first time users from the manufacturing domain especially SMEs, (2) SW vendors and tool providers, (3) HPC cloud resource and service providers.