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AceForm4.0 Public Consultation
Fields marked with * are mandatory.
Introduction
2
This is your chance to influence the EU-research
agenda for the formulated product industries!
The is tomain purpose of this consultation identify the common technological
challenges faced by the European Formulation Industry and its associated actors
along the whole value chain. These findings will serve as guidelines for the allocation
of European public funding for research and development activities during the
. This is your chance to make sure that those areas that will effectivelynext 5-10 years
enable your organisation to increase its competitiveness and its innovation ability
get governmental support!
ABOUT THE SURVEY:
- This consultation targets industrial/commercial organisations producing
as well asformulated products/formulations all associated actors along the value
.chain
The survey is divided into and it to complete.- four sections takes ca. 20-25 min
The of the survey are dedicated to of the- first two sections identifying the profile
participant and the .technical challenges and opportunities
The are exclusively the identification of- third and fourth sections dedicated to
challenges and opportunities for the formulation industry in the context of the two mega
trends and , respectively.Circular Economy Industry 4.0
Some key definitions are provided as guidelines when deemed necessary to help align-
the mind-set of participants.
ABOUT WHAT HAPPENS AFTERWARDS:
The survey will be conducted during the first and second quarter of 2017.-
The findings from this survey will be analysed and translated into a common vision for-
sustainable formulated products and an implementation plan for 2025. One-to-one
interviews and workshops will be carried out as part of the process to preparing this
common vision.
Fndings will be made available to the public on a continuous basis during 2017 and-
2018 through the AceForm4.0 project website (http://www.formulation-network.eu).
3
Section 1: ABOUT YOUR ROLE AND THE ORGANISATION YOU
REPRESENT
1. Contact name
2. Contact details - e-mail address and phone
* 3. Please specify your position or role within your organisation.
Manager (specify type)
Product developer
Research/Scientist
Process Engineer
Technical Support
Regulatory
Marketing
Other /Please specify
Comments
*
4
* 4. Please indicate the nature of the organisation you work for/represent (ok to select more than one).
Industrial/commercial organisation producing formulated products
Industrial/commercial organisation developing formulations for downstream use in other
applications (within or outside the organisation)
Specialty chemical producer
Research Institute/RTO
Contract Research Organisation
Consultant
Manufacturing contractor
Equipment and/or instrumentation manufacturer/supplier
Academia
Government body or agency
Non-Governmental organisation or consumer group
Other/ Please specify
Comments/Additional information
5. Please provide your organisation´s name
6. Please indicate the size of your organisation
Small/medium sized organisation (<250 employees)
Large organisation (>250 employees)
* 7. Please indicate the geographical location (country) where your activities are based 
* 8. Who are your organisation's customers?
Downstream industrial customers/users
End consumers
Not applicable
*
*
*
5
9. Please provide an outline of products or sevices your organisation offers.
10. Please indicate the market sector(s) that . Multipleyour organisation targets (if applicable)
selections are possible.
Home care
Personal care
Industrial care
Pharmaceuticals
Health care and medical device
Agro Technologies & Plant Protection
Coatings, paints & Ink
Lubricants and Adhesives
Chemical industry
Food & Feed
Oil and mining industries
Additive manufacturing
Paper and Packaging industries
Others/Please specify
Comments/Additional information
Section 2: CHALENGES FOR THE FORMULATION INDUSTRIES
6
Key definition No. 1. Formulated Product
A formulated product is composed of at least two ingredients which are selected, processed and
combined in a specific way to obtain well-defined target properties, functionality and performance. It
can exist in liquid, semisolid or powder form. A formulated product has a commercial value and is
either meant for direct consumer use or for downstream use in other industrial applications.
Key definition No. 2. Formulation
The word “formulation” can be used to refer to different things:
Formulation= Recipe
A list of ingredients and detailed processing steps used for the development of a blend displaying
well-defined target properties, functionality and performance.
Formulation= The act of formulating something
The combination of processes used for mixing and conditioning of ingredients (actives, protective
agents and stabilising agents) as well the know-how and technologies that enable selection of
ingredients and mixing processes for the production of a blend with specific target properties,
performance and functionality.
Formulation= The actual blend of ingredients
* 11. Do you use the term “formulation” in your organization?
Yes
No
12. Which alternative term(s) for formulations do you use in your organisation or communication with
customers (if any)?
*
7
* 13. What do you consider are the 3 most important business drivers for the type of formulated
products that you deal with?
Product performance/Quality
Innovation
Lowering manufacturing cost
Sustainability profile of the product
Sustainability profile of manufacturing processes and supply chain
“Clean label” attribute
“Ethical label” attribute
Safety and regulatory Compliance
Other/ Please specify
Comments/Additional information
* 14. Please indicate what you consider are the 3 most important technical challenges with respect to
the of a formulated product.performance/quality
Physical stability of the formulation (shelf life)
Chemical stability of the actives/ingredients (shelf life)
Robustness of the formulation
Controlled/targeted delivery of actives
Improve efficiency of active
Solubilisation of actives
User compliance/Ease of use
Sensory properties (texture, smell, taste etc)
Interaction with packaging materials
Other/ Please specify
Comments/Additional information
*
*
8
* 15. Please indicate what you consider are the 3 most important challenges during production
of formulated products./manufacturing
Scale up (from lab to pilot scale and pilot to full scale)
Variations in raw material quality
Robustness of production process
Environmental impact/sustainability of processes
COGS (cost of goods sold)
Process automation
Process control
Other/ Please specify
Do not know
Comments/Additional information
* 16. Please indicate what you consider are the main challenges associated to regulatory/safety
of formulated productscompliance .
Toxicity levels of different ingredients
Ingredient traceability
Manufacturing process
Work environment
Do not know
Please provide additional comments and details if possible.
17. Do you or your organisation have any collaborative activities with other industrial partner,
consultants, academia or other actors related to formulation?
Yes
No
*
*
9
18. Please indicate the overall aspects addressed within these collaborations. Multiple selections are
possible.
Fundamental research
Formulation design
Product development
Process design
Manufacturing
Product functionality tests
Regulatory
Other/Please specify
Comments/ Additional information 
19. How do you or your organization find partners for collaborations related to formulation today?
Scientific conferences
Industrial conferences & fairs
Trade associations
EU brokerage events
Enterprise Europe Network
Technology broker agencies
Contacts within your existing network
Social Media (e.g. LinkedIN-groups)
Web searches/Websites
Sector-specific events, theme-days or workshops
Other/Plaese specify
Comments/ Additional information 
10
* 20. Within which areas do you see an additional need for collaboration between industries, academia
and other actors in the formulation network?
Formulation development-High throughput/experimental design tools
Product performance/quality – predictive/assessment/modelling tools
Innovation tools
Product/Process Sustainability
Production scale-up
Process control and plant automation
Safety/compliance
Other/ Please specify
None
Comments/ Additional information 
* 21. How do you think those collaborations could be best organized?
Information exchange events across industrial sectors
Flexible training programs in modular form
Sector targeted information exchange events
Formation of long-term strategic alliances with selected research-basis
Participation in collaborative R&D projects
Other/ please specify
I do not know
Comments/ Additional information 
*
*
11
* 22. Please indicate what you consider are the 3 most important technical areas related to formulation
that your company would like to grow stronger in the next 5-10 years?
Formulation development-High throughput/experimental design tools
Product performance/Quality- predictive/assessment/modelling tools
Production Scale up
Process control and automation
Process/Product sustainability
Other/Please specify
Comments/ Additional information 
* 23. Please indicate what you consider are the 3 areas in greater need for innovation in relation to
formulated products?
Formulation development-High throughput/experimental design tools
Product performance/Quality- predictive and/or assessment tools
Process control and automation
Production scale-up
Process control and plant automation
Process/Product sustainability
Other/Please specify
Comments/ Additional information 
* 24. To what extent are the current technical needs of your organisation met by existing training
programs/formal university education/networking or information sharing events?
To a great extent
Partly covered by existing programs
They are not covered at all
I do not know
*
*
*
12
Section 3: CHALLENGES IN THE CONTEXT OF CIRCULAR
ECONOMY
Key Definition No. 3. Circular Economy
The Circular Economy concept is about maintaining the value of products, materials and resources in
the economy for as long as possible, while minimizing the generation of waste. EU´s 2015
implementation plan for Circular Economy addresses aspects related to: Production design and
process, consumption, waste management and from waste to resources. In the context of these
aspects the concepts of "re-use", “resource productivity”, “renewable energy” and "down-cycling"
play a very important role.
*25. Are you familiar with the term "Circular Economy" within your organization?
Yes
No
Do not know
* 26. Which of the following areas, relevant to the Circular Economy trend, is your organisation currently
working actively on?
Sourcing raw material from sustainable sources
Ingredient exchange or reformulation to improve sustainability profile
Development of raw materials from sustainable biomass or waste for inclusion in formulated
products
Undertaking a full product life cycle assessment to determine and manage environmental
impact
Product Life Management
Lean production
Waste management during the production process
From waste to resources
From waste to energy
Recycling end product after utilisation
Others/Please specify
Do not know
Comments/ Additional information 
*
*
13
*27. Does your organisation have a defined strategy for addressing one or several aspects related to
Circular Economy?
Yes, we do have a Circular Economy strategy
Yes, we have a strategy that covers some of the aspects of the Circular Economy concept
No, we do not have a common strategy at all
Do not know
*28. Please indicate what you consider are the most important areas related to Circular Economy that
your company would benefit from growing stronger within the next 5-10 years?
Sourcing raw material from sustainable sources
Ingredient exchange or reformulation to improve sustainability profile
Development of raw materials from sustainable biomass or waste for inclusion in formulated
products
Undertaking a full product life cycle assessment to determine and manage environmental
impact
Product Life Management
Lean production
Waste management during the production process
From waste to resources
From waste to energy
Recycling end product after utilisation
Others/Please specify
Do not know
Comments/ Additional information 
*29. To what extent are your current technical needs/gaps in the context of Circular Economy met by
existing training programs/formal university education/networking or information sharing events?
To a great extent
Partly covered by existing programs/events
They are not covered at all
Do not know
*
*
*
14
30. What research activities and technological themes should be included in the Strategic Research
Agenda for formulated products with respect to Europe’s transition to a Circular Economy?
Section 4: CHALLENGES IN THE CONTEXT OF INDUSTRY 4.0
Key Definition No. 4: Industry 4.0
A term that encompasses different aspects of the optimization of process and systems through
in order to between these. For the manufacturingdigitalization enable increased connectivity
industries, Industry 4.0 has been said to offer unique opportunities for attaining: i) Reduced time to
market, ii) More flexibility, iii) High performance (as high quality as possible) and iv) Save resources.
*31. Are you familiar with the term "Industry 4.0" within your organization?
Yes
No
Do not know
* 32. In which of the following areas, has your company implemented/is considering implementing the
use of  encompassed by Industry 4.0?smart (interconnected) devices
Supply chain management and integration
Accelerating new product development
Developing new, in stream analytical and control processes
Improving accuracy of analytical and control processes
Sensor work across manufacturing plants and/or supply chain for gathering operational data
and analytics.
Health and safety
Robotic/Factory automation
Prototyping Equipment
Test and Inspection
Communication (Optical, wireless, RFID)
Reducing or eliminating pollution
Product Distribution
Product utilisation by end-users
Others/Please specify
Do not know
*
*
15
Comments/ Additional information 
* 33. In which of the following areas has your company implemeted or is considering implementing adva
?nced simulation software
New formulation development and predicting performance of potential new formulations
Modelling scale-up from manufacturing from lab-scale to production
Modelling and simulation of new manufacturing processes to achieve optimal use of
ingredient and resourcesModelling and simulation of plant operational scenarios
Virtual design of manufacturing plants
Training operators and staff
Do not know
* 34. Does your organization have a defined strategy for addressing one or several
aspects encompassed by Industry 4.0?
Yes, we do have an Industry 4.0 strategy
Yes, we have a strategy that covers some of the aspects of the Industry 4.0 concept
No, we do not have a common strategy at all
Do not know
* 35. Please indicate the 3 aspects enabled by Industry 4.0 which you think would be of highest priority
for your organization within the next 5-10 years?
Reduce time to market for new product development
Development of fully autonomous manufacturing processes
Increasing automation of existing manufacturing and quality control processes
Increasing visibility of plant operation and performance.
Predicting and reducing plant maintenance needs and costs
Gathering plant data to improve and aid operational and business decision making.
Further integrating logistics and supply chain partner.
Greater Flexibility of Manufacturing processes
Reducing utilisation of material and energy resources
Transformation of existing supply chain
Development of new business models using data and digitised services
Other/please specify
Do not know
*
*
*
16
Comments/ Additional information 
36. Which faces your organisation in thekey technological and comercial challenges  adoption of
to accelerate innovation of new products, improve manufacturing plantdigital technologies
operations and supply chain integration?
*37. To what extent are your current technical needs/gaps in the context of Industry 4.0 met by existing
training programs/formal university education/networking or information sharing events?
To a great extent
Partly covered by existing programs/events
They are not covered at all
Do not know
*

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Ace formsurvey2017 06-02-2017_en

  • 1. 1 AceForm4.0 Public Consultation Fields marked with * are mandatory. Introduction
  • 2. 2 This is your chance to influence the EU-research agenda for the formulated product industries! The is tomain purpose of this consultation identify the common technological challenges faced by the European Formulation Industry and its associated actors along the whole value chain. These findings will serve as guidelines for the allocation of European public funding for research and development activities during the . This is your chance to make sure that those areas that will effectivelynext 5-10 years enable your organisation to increase its competitiveness and its innovation ability get governmental support! ABOUT THE SURVEY: - This consultation targets industrial/commercial organisations producing as well asformulated products/formulations all associated actors along the value .chain The survey is divided into and it to complete.- four sections takes ca. 20-25 min The of the survey are dedicated to of the- first two sections identifying the profile participant and the .technical challenges and opportunities The are exclusively the identification of- third and fourth sections dedicated to challenges and opportunities for the formulation industry in the context of the two mega trends and , respectively.Circular Economy Industry 4.0 Some key definitions are provided as guidelines when deemed necessary to help align- the mind-set of participants. ABOUT WHAT HAPPENS AFTERWARDS: The survey will be conducted during the first and second quarter of 2017.- The findings from this survey will be analysed and translated into a common vision for- sustainable formulated products and an implementation plan for 2025. One-to-one interviews and workshops will be carried out as part of the process to preparing this common vision. Fndings will be made available to the public on a continuous basis during 2017 and- 2018 through the AceForm4.0 project website (http://www.formulation-network.eu).
  • 3. 3 Section 1: ABOUT YOUR ROLE AND THE ORGANISATION YOU REPRESENT 1. Contact name 2. Contact details - e-mail address and phone * 3. Please specify your position or role within your organisation. Manager (specify type) Product developer Research/Scientist Process Engineer Technical Support Regulatory Marketing Other /Please specify Comments *
  • 4. 4 * 4. Please indicate the nature of the organisation you work for/represent (ok to select more than one). Industrial/commercial organisation producing formulated products Industrial/commercial organisation developing formulations for downstream use in other applications (within or outside the organisation) Specialty chemical producer Research Institute/RTO Contract Research Organisation Consultant Manufacturing contractor Equipment and/or instrumentation manufacturer/supplier Academia Government body or agency Non-Governmental organisation or consumer group Other/ Please specify Comments/Additional information 5. Please provide your organisation´s name 6. Please indicate the size of your organisation Small/medium sized organisation (<250 employees) Large organisation (>250 employees) * 7. Please indicate the geographical location (country) where your activities are based  * 8. Who are your organisation's customers? Downstream industrial customers/users End consumers Not applicable * * *
  • 5. 5 9. Please provide an outline of products or sevices your organisation offers. 10. Please indicate the market sector(s) that . Multipleyour organisation targets (if applicable) selections are possible. Home care Personal care Industrial care Pharmaceuticals Health care and medical device Agro Technologies & Plant Protection Coatings, paints & Ink Lubricants and Adhesives Chemical industry Food & Feed Oil and mining industries Additive manufacturing Paper and Packaging industries Others/Please specify Comments/Additional information Section 2: CHALENGES FOR THE FORMULATION INDUSTRIES
  • 6. 6 Key definition No. 1. Formulated Product A formulated product is composed of at least two ingredients which are selected, processed and combined in a specific way to obtain well-defined target properties, functionality and performance. It can exist in liquid, semisolid or powder form. A formulated product has a commercial value and is either meant for direct consumer use or for downstream use in other industrial applications. Key definition No. 2. Formulation The word “formulation” can be used to refer to different things: Formulation= Recipe A list of ingredients and detailed processing steps used for the development of a blend displaying well-defined target properties, functionality and performance. Formulation= The act of formulating something The combination of processes used for mixing and conditioning of ingredients (actives, protective agents and stabilising agents) as well the know-how and technologies that enable selection of ingredients and mixing processes for the production of a blend with specific target properties, performance and functionality. Formulation= The actual blend of ingredients * 11. Do you use the term “formulation” in your organization? Yes No 12. Which alternative term(s) for formulations do you use in your organisation or communication with customers (if any)? *
  • 7. 7 * 13. What do you consider are the 3 most important business drivers for the type of formulated products that you deal with? Product performance/Quality Innovation Lowering manufacturing cost Sustainability profile of the product Sustainability profile of manufacturing processes and supply chain “Clean label” attribute “Ethical label” attribute Safety and regulatory Compliance Other/ Please specify Comments/Additional information * 14. Please indicate what you consider are the 3 most important technical challenges with respect to the of a formulated product.performance/quality Physical stability of the formulation (shelf life) Chemical stability of the actives/ingredients (shelf life) Robustness of the formulation Controlled/targeted delivery of actives Improve efficiency of active Solubilisation of actives User compliance/Ease of use Sensory properties (texture, smell, taste etc) Interaction with packaging materials Other/ Please specify Comments/Additional information * *
  • 8. 8 * 15. Please indicate what you consider are the 3 most important challenges during production of formulated products./manufacturing Scale up (from lab to pilot scale and pilot to full scale) Variations in raw material quality Robustness of production process Environmental impact/sustainability of processes COGS (cost of goods sold) Process automation Process control Other/ Please specify Do not know Comments/Additional information * 16. Please indicate what you consider are the main challenges associated to regulatory/safety of formulated productscompliance . Toxicity levels of different ingredients Ingredient traceability Manufacturing process Work environment Do not know Please provide additional comments and details if possible. 17. Do you or your organisation have any collaborative activities with other industrial partner, consultants, academia or other actors related to formulation? Yes No * *
  • 9. 9 18. Please indicate the overall aspects addressed within these collaborations. Multiple selections are possible. Fundamental research Formulation design Product development Process design Manufacturing Product functionality tests Regulatory Other/Please specify Comments/ Additional information  19. How do you or your organization find partners for collaborations related to formulation today? Scientific conferences Industrial conferences & fairs Trade associations EU brokerage events Enterprise Europe Network Technology broker agencies Contacts within your existing network Social Media (e.g. LinkedIN-groups) Web searches/Websites Sector-specific events, theme-days or workshops Other/Plaese specify Comments/ Additional information 
  • 10. 10 * 20. Within which areas do you see an additional need for collaboration between industries, academia and other actors in the formulation network? Formulation development-High throughput/experimental design tools Product performance/quality – predictive/assessment/modelling tools Innovation tools Product/Process Sustainability Production scale-up Process control and plant automation Safety/compliance Other/ Please specify None Comments/ Additional information  * 21. How do you think those collaborations could be best organized? Information exchange events across industrial sectors Flexible training programs in modular form Sector targeted information exchange events Formation of long-term strategic alliances with selected research-basis Participation in collaborative R&D projects Other/ please specify I do not know Comments/ Additional information  * *
  • 11. 11 * 22. Please indicate what you consider are the 3 most important technical areas related to formulation that your company would like to grow stronger in the next 5-10 years? Formulation development-High throughput/experimental design tools Product performance/Quality- predictive/assessment/modelling tools Production Scale up Process control and automation Process/Product sustainability Other/Please specify Comments/ Additional information  * 23. Please indicate what you consider are the 3 areas in greater need for innovation in relation to formulated products? Formulation development-High throughput/experimental design tools Product performance/Quality- predictive and/or assessment tools Process control and automation Production scale-up Process control and plant automation Process/Product sustainability Other/Please specify Comments/ Additional information  * 24. To what extent are the current technical needs of your organisation met by existing training programs/formal university education/networking or information sharing events? To a great extent Partly covered by existing programs They are not covered at all I do not know * * *
  • 12. 12 Section 3: CHALLENGES IN THE CONTEXT OF CIRCULAR ECONOMY Key Definition No. 3. Circular Economy The Circular Economy concept is about maintaining the value of products, materials and resources in the economy for as long as possible, while minimizing the generation of waste. EU´s 2015 implementation plan for Circular Economy addresses aspects related to: Production design and process, consumption, waste management and from waste to resources. In the context of these aspects the concepts of "re-use", “resource productivity”, “renewable energy” and "down-cycling" play a very important role. *25. Are you familiar with the term "Circular Economy" within your organization? Yes No Do not know * 26. Which of the following areas, relevant to the Circular Economy trend, is your organisation currently working actively on? Sourcing raw material from sustainable sources Ingredient exchange or reformulation to improve sustainability profile Development of raw materials from sustainable biomass or waste for inclusion in formulated products Undertaking a full product life cycle assessment to determine and manage environmental impact Product Life Management Lean production Waste management during the production process From waste to resources From waste to energy Recycling end product after utilisation Others/Please specify Do not know Comments/ Additional information  * *
  • 13. 13 *27. Does your organisation have a defined strategy for addressing one or several aspects related to Circular Economy? Yes, we do have a Circular Economy strategy Yes, we have a strategy that covers some of the aspects of the Circular Economy concept No, we do not have a common strategy at all Do not know *28. Please indicate what you consider are the most important areas related to Circular Economy that your company would benefit from growing stronger within the next 5-10 years? Sourcing raw material from sustainable sources Ingredient exchange or reformulation to improve sustainability profile Development of raw materials from sustainable biomass or waste for inclusion in formulated products Undertaking a full product life cycle assessment to determine and manage environmental impact Product Life Management Lean production Waste management during the production process From waste to resources From waste to energy Recycling end product after utilisation Others/Please specify Do not know Comments/ Additional information  *29. To what extent are your current technical needs/gaps in the context of Circular Economy met by existing training programs/formal university education/networking or information sharing events? To a great extent Partly covered by existing programs/events They are not covered at all Do not know * * *
  • 14. 14 30. What research activities and technological themes should be included in the Strategic Research Agenda for formulated products with respect to Europe’s transition to a Circular Economy? Section 4: CHALLENGES IN THE CONTEXT OF INDUSTRY 4.0 Key Definition No. 4: Industry 4.0 A term that encompasses different aspects of the optimization of process and systems through in order to between these. For the manufacturingdigitalization enable increased connectivity industries, Industry 4.0 has been said to offer unique opportunities for attaining: i) Reduced time to market, ii) More flexibility, iii) High performance (as high quality as possible) and iv) Save resources. *31. Are you familiar with the term "Industry 4.0" within your organization? Yes No Do not know * 32. In which of the following areas, has your company implemented/is considering implementing the use of  encompassed by Industry 4.0?smart (interconnected) devices Supply chain management and integration Accelerating new product development Developing new, in stream analytical and control processes Improving accuracy of analytical and control processes Sensor work across manufacturing plants and/or supply chain for gathering operational data and analytics. Health and safety Robotic/Factory automation Prototyping Equipment Test and Inspection Communication (Optical, wireless, RFID) Reducing or eliminating pollution Product Distribution Product utilisation by end-users Others/Please specify Do not know * *
  • 15. 15 Comments/ Additional information  * 33. In which of the following areas has your company implemeted or is considering implementing adva ?nced simulation software New formulation development and predicting performance of potential new formulations Modelling scale-up from manufacturing from lab-scale to production Modelling and simulation of new manufacturing processes to achieve optimal use of ingredient and resourcesModelling and simulation of plant operational scenarios Virtual design of manufacturing plants Training operators and staff Do not know * 34. Does your organization have a defined strategy for addressing one or several aspects encompassed by Industry 4.0? Yes, we do have an Industry 4.0 strategy Yes, we have a strategy that covers some of the aspects of the Industry 4.0 concept No, we do not have a common strategy at all Do not know * 35. Please indicate the 3 aspects enabled by Industry 4.0 which you think would be of highest priority for your organization within the next 5-10 years? Reduce time to market for new product development Development of fully autonomous manufacturing processes Increasing automation of existing manufacturing and quality control processes Increasing visibility of plant operation and performance. Predicting and reducing plant maintenance needs and costs Gathering plant data to improve and aid operational and business decision making. Further integrating logistics and supply chain partner. Greater Flexibility of Manufacturing processes Reducing utilisation of material and energy resources Transformation of existing supply chain Development of new business models using data and digitised services Other/please specify Do not know * * *
  • 16. 16 Comments/ Additional information  36. Which faces your organisation in thekey technological and comercial challenges  adoption of to accelerate innovation of new products, improve manufacturing plantdigital technologies operations and supply chain integration? *37. To what extent are your current technical needs/gaps in the context of Industry 4.0 met by existing training programs/formal university education/networking or information sharing events? To a great extent Partly covered by existing programs/events They are not covered at all Do not know *