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The EPSRC Centre for Innovative Manufacturing in

Through-life
Engineering Services
           www.through-life-engineering-services.org

A Multi-sector National Centre
EPSRC Centre in Through-life Engineering Services




   Study of the cross sector challenges in Through-
   life Engineering Services feedback to design and
                     manufacture




 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                                       Research aim
  The aim of this research project is to investigate cross
  sector challenges in maintenance, repair and overhaul
  (through-life engineering services) to improve availability,
  predictability and reliability of high value products while
  reducing the service cost. This project will also establish
  the current state of feedback between engineering services
  and design, and engineering services and manufacturing.




 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                     Project 1 – Research Team

         Picture
                                                    Dr Louis Redding
         pending




                                                Professor Ashutosh Tiwari
EPSRC Centre in Through-life Engineering Services

                         Project 1 – Research Questions

  1.      What are the major challenges and opportunities within the areas of
          maintenance, repair, and overhaul (MRO) across industrial sectors?
  2.      What are the major challenges and opportunities in service feedback to
          design and manufacturing functions across sectors?
  3.      How can case studies be captured where design and manufacturing
          impact service performance and as a result cost?
  4.      How can the identified challenges and opportunities be mapped against
          current tools to identify the knowledge gaps?
  5.      How can the EPSRC Centre support a wide range of requirements
          (Lower and higher TRL level research and product
          development, education, standards etc) from industry
          within through-life engineering services?


 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                           Overview of Project 1
                                                                 Structured
                                               Population        interviews,
                              Key words         data and            direct
                              and search     questionnaire      observation,
   Inputs                       strings                          and review
                                              informed by
                                             the literature     of company
                                                                     data




                                                                                  •   Publications
                             Literature      Industrial          2 Case           •   Reports
                              search           survey            Studies          •   Awareness
                                                                                  •   Mapping




                             Knowledge of      Practitioner      Knowledge of
                              the state of    awareness of       how Through-
                               the art in      the concept     life Engineering
  Outputs                     Through-life       and the          Services are
                              Engineering       perceived       developed and
                               Services      benefits/issues        operate




 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                                        Survey
  • Two approaches
                                                     Postal survey
                                                    Targeting UK
                                                    based
                                                    manufacturing
                                                    organisations

                  Survey
              (2 Approaches)




                                                    On line open
                                                      survey


 ©Cranfield University/L. E. Redding
Identification of the postal survey
                      population
     The search parameters                                           The population
                                                    Industrial
       Geographic
                            Turnover              sector by SIC
        location
                                                      code

                                                                                                    2,752,710
                                                                       77710 companies           Companies based
                                                                          who have                 within the UK
                                                                        manufacturing
         United            ≥ 10 million              Every SIC
                                                                       operations in the
                                                                              UK
        Kingdom               GBP                 code included
                                                   if referring to                         1837 Companies
                                                                                              who have a
                                                  manufacturing                             turnover ≥ £10
                                                                                                million




          Population of manufacturing organisations who
          may possess the potential to offer through life            304 companies after review of
                       engineering services                             organisational websites




©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                           Survey Response rate
  • Two approaches
                                                     Postal survey
                                                    Targeting UK        Poor
                                                    based              ≥0.5%
                                                    manufacturing
                                                    organisations

                  Survey
              (2 Approaches)
                                                                        51
                                                                     Companies


                                                    On line open
                                                      survey


 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                        Reasons cited for non-response

  • Administrations and liquidations
  • “Cannot identify key personnel within organisation to
    whom this applies”
  • “We have no interest in through-life service
    provision” – [Major European Car Manufacturer]
  • “We do not respond to surveys”




 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services




                       Survey Results
                (On line - Questionnaire)
EPSRC Centre in Through-life Engineering Services

                            Company presence by sector

                                                   Power, 1       Security, 1   Telecoms, 2

                                               Oil & Gas, 3

                                              Nuclear, 5
                            Mineral Extraction, 0
                                       Marine, 3
                           Health, 0

                                   Energy, 3

                             Electronics, 3

                                                                                              Aerospace, 44

                                                 Defence, 11




                                   Civil/Construction, 1
                                                                                                          Some companies have a
                                              Automotive, 3
                                                              Agriculture, 1                             presence in several sectors

      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                               Description of organisations
                              responding to ‘On line’ survey




                                                                                                                                                                      Minerals Extraction
                                                                                              Civil/Construction
                                                                                 Automotive
                                                                   Agriculture




                                                                                                                             Electronics
                                                       Aerospace




                                                                                                                                                                                                                                   Telecoms
                                                                                                                   Defense




                                                                                                                                                                                                                        Security
                                                                                                                                                                                            Nuclear

                                                                                                                                                                                                      Oil/Gas
                                                                                                                                                             Marine
                                                                                                                                           Energy

                                                                                                                                                    Health




                                                                                                                                                                                                                Power
         Original Equipment Manufacturer              9            0             1            1                    5         1             1        0        1        0                     3         1         0       1          1
         Tier 1 Supplier (Supplies directly to OEM)   8            0             1            1                    3         2             1        0        1        0                     3         1         0       1          1
         Tier 2 Supplier (Supplies to Tier 1)         7            0             2            1                    3         2             2        0        1        0                     3         2         1       1          2
         Others                                       28           1             2            0                    5         1             2        0        3        0                     1         1         1       1          1




      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
Organisational Structure & major
                      customers

                                                                                      Consumers
                                                                                       (B2C), 10
                                          Division of a
            A Private                        multi-
          company, 22                       national
                                          company, 25                                                        Government
                                                                                                             agencies , 29




                                                                             Public/Private
                                                                             Companies, 36
          A diivision of
           a publically    A publically
              listed          listed
          company, 4       company, 5


                  Organisation
                                                                                              Customers
                   Structure
                                                       Some companies have a
                                                      presence in several sectors
©Cranfield University/L. E. Redding                                                                Ref: Redding et al (2012)
EPSRC Centre in Through-life Engineering Services


                          Interest in maintenance appears
                                    to be growing


  • 64%                           Are manufacturers who conduct in
                                  house maintenance activities
  • 36%                           Are manufacturers who stated that
                                  they did not conduct maintenance
                                  activities


      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                                  Method of initiating MRO
                                    activities by sector




                                                                                                                                                                     Minerals Extraction
                                                                                          Civil/Construction
                                                                             Automotive
                                                               Agriculture




                                                                                                                         Electronics
                                                   Aerospace




                                                                                                                                                                                                                                   Telecoms
                                                                                                               Defense




                                                                                                                                                                                                                        Security
                                                                                                                                                                                            Nuclear

                                                                                                                                                                                                      Oil/Gas
                                                                                                                                                            Marine
                                                                                                                                          Energy

                                                                                                                                                   Health




                                                                                                                                                                                                                Power
        Time based maintenance systems            14           0             0            0                    4         3              0          0        1        0                     1          1         0       1          0
        Reliability based maintenance systems     9            0             0            0                    3         2              0          0        1        0                     1          0         0       1          0
        Usage based maintenance systems           9            0             0            0                    2         2              0          0        1        0                     1          0         0       1          0
        Condition monitoring systems              9            0             0            0                    3         2              0          0        1        0                     2          0         0       1          0
        We do not trigger MRO activities          6            0             1            1                    3         0              1          0        1        0                     1          1         0       0          1
        No Answer                                 21           1             2            0                    3         0              2          0        1        0                     2          1         1       0          1



        Notes!
                                                                                                                                       1. Not even in                                      2. Not even in
        1. CT and MRI Scanners etc!!                                                                                                     their asset                                         their asset
        2. Mining Condition Monitoring Tools!!!                                                                                        management!!!                                       management!!!




      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                              Method of recording MRO
                         data within respondent organisations
                                 Others

                                  None

            Hand held portable devices

    Remote data collection via satellite

   Remote data collection via telecoms

               RFID related technology

                  Electronic databases

                         Elecronic files

                             Paper files

                                           0   2   4   6      8       10     12   14   16   18   20

                                                       Number of companies



       Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                         Nature of data content as
                          advised by practitioners
 • “Failure categorization”
 • “Failure modes and wear patterns….[which]…are fed back to
   improve future designs and upgrades”,
 • “…faults that get tracked back to design docs and previous
   repairs”,
 • “Helicopter support is generally quite open loop with little
   obvious integration with MRO chain and little obvious
   constructive feedback of any kind aimed at reducing life cycle
   cost”,
 • “…outcome of special inspections MTBR”,
 • “Performance data MTBF”,
 • “..performance data, failure categorization, physical
   attributes, photos, initial root cause analysis…..”,
EPSRC Centre in Through-life Engineering Services

                   Cross tabulation of data usage
                      and mode of collection
                                 Prognostics
    35

    30

    25

    20

    15

    10                                              Other

     5                                              Not used
                                                    Usage Monitoring
     0
                                                    Time based MRO systems
                                                    Spares and inventory acquisition
                                                    Billing
EPSRC Centre in Through-life Engineering Services


                            Challenges relating to the
                              capture of MRO data




      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                               The use of MRO data by sector




                                                                                                                                                            Minerals Extraction
                                                                                  Civil/Construction
                                                                     Automotive
                                                       Agriculture




                                                                                                                 Electronics
                                           Aerospace




                                                                                                                                                                                                                         Telecoms
                                                                                                       Defense




                                                                                                                                                                                                              Security
                                                                                                                                                                                  Nuclear

                                                                                                                                                                                            Oil/Gas
                                                                                                                                                 Marine
                                                                                                                               Energy

                                                                                                                                        Health




                                                                                                                                                                                                      Power
        Billing                           14           0             0            0                    4         3             0        0        1         0                      1         1         0       1          0
        Spares and inventory acquistion   12           0             0            0                    4         2             0        0        1         0                      2         0         0       1          0
        Time based MRO systems            10           0             0            0                    2         2             0        0        1         0                      1         0         0       1          0
        Usage monitoring                  11           0             0            0                    4         3             0        0        1         0                      1         1         0       1          0
        Not used                          1            0             0            0                    1         0             0        0        1         0                      0         0         0       0          0
        Other                             7            0             1            1                    1         0             1        0        0         0                      1         1         0       0          1
        No answer                         21           1             2            0                    3         0             2        0        1         0                      2         1         1       0          1




 ©Cranfield University/L. E. Redding                                                                                                                      Ref: Redding et al (2012)
EPSRC Centre in Through-life Engineering Services


                               Status of data feedback
                                               Un-Known
                                                at this
                                                 point




          Design function                                        3rd Party Maintenance
                                                                         Facility

                                                                              68% Yes
                                                                              32% No


        64% Yes
        36% No                         Manufacturing function
                                                      68% Yes
                                                      32% No




                                                                Service & Use Functions



 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services

                                  Perceived opportunities
                                         by sector




 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services




                            Conclusions
EPSRC Centre in Through-life Engineering Services


                           Findings from the survey data
    Finding No.                                           Finding Description
           1.            Although there is continuing growth cited within the literature relating to pro-active
                         MRO initiatives, the data suggests that such activities for the majority of manufacturing
                         organisations responding to the survey appear to remain reactionary only being
                         triggered by customer request.
           2.            The data suggests that there is no clearly defined universal method adopted by MRO
                         activities for the collection of data with such functions using a variety of data collection
                         protocols and methods.
           3.            Within the organisations surveyed the majority of organisations state that they do
                         feedback MRO data to their design and manufacturing functions (either ‘in house’ or
                         external). This implies that such data is technology/usage based rather than being
                         purely commercial or administrative.
           4.            There appears to be a misalignment relating to the needs of the end user of MRO data
                         (manufacturing and design functions) and the systems abilities to provide accurate and
                         timely responses (technical and usage data) and related information.

           5.            Challenges exist relating to the quantity, quality and completeness of data.
                         Respondents to the survey suggest that there is too much data, it is fragmented and of
                         poor quality in many cases and not complete.
      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                                  Findings from the data

     Finding No.                                          Finding Description
            6.            Within the MRO field relating to through-life engineering services, there are no clear
                          definitions, ontology or taxonomy which can assist in the categorisation of data,
                          information and ultimately knowledge.


            7.            There are issues relating to incomplete understanding of product and component
                          performance due to intermittent failures and error signals in MRO systems. This skews
                          the data and can affect decisions relating to MRO strategies.
            8.            Although organisations stated that they collected MRO data its content, structure,
                          storage and retrieval appears to be ad’hoc in all but a few leading world class OEM’s.
                          The data is unduly skewed by the existence of NNF recording within the data, the effect
                          of which is not clear or widely known.
            9.            Condition based monitoring/management and RFID technology are identified as being
                          the key opportunities within the field of through-life engineering services.




      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                            12 Findings from the data
     Finding No.                                          Finding Description
            10.           Interest in through-life engineering services continues to grow. The majority of
                          organisations responding to the survey state that they have plans to move into through-
                          life engineering services with a greater majority stating that they have plans to extend
                          the use of acquired MRO data and use this to inform the manufacturing and design
                          functions within their organisation.
            11.           Whilst there are undoubtedly significant challenges and opportunities relating to the
                          successful adoption of through-life engineering services the perceived threats to this
                          successful adoption within the practitioner base responding to the survey relate to data
                          management issues arising from the lack of standards, procedures, and supporting
                          structures.
            12.           The greatest perceived opportunity that through-life engineering services offers is seen
                          to be in the field of prognostics leading to faster mitigation relative to degrading
                          products.




      Ref: Redding et al (2012)

 ©Cranfield University/L. E. Redding
EPSRC Centre in Through-life Engineering Services


                                Our Partners




       Questions: Louis Redding, Project Manager/Research Fellow on
       01234 750111 ex 2283 or at l.e.redding@cranfield.ac.uk

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Tes Conf2012 Presentation

  • 1. The EPSRC Centre for Innovative Manufacturing in Through-life Engineering Services www.through-life-engineering-services.org A Multi-sector National Centre
  • 2. EPSRC Centre in Through-life Engineering Services Study of the cross sector challenges in Through- life Engineering Services feedback to design and manufacture ©Cranfield University/L. E. Redding
  • 3. EPSRC Centre in Through-life Engineering Services Research aim The aim of this research project is to investigate cross sector challenges in maintenance, repair and overhaul (through-life engineering services) to improve availability, predictability and reliability of high value products while reducing the service cost. This project will also establish the current state of feedback between engineering services and design, and engineering services and manufacturing. ©Cranfield University/L. E. Redding
  • 4. EPSRC Centre in Through-life Engineering Services Project 1 – Research Team Picture Dr Louis Redding pending Professor Ashutosh Tiwari
  • 5. EPSRC Centre in Through-life Engineering Services Project 1 – Research Questions 1. What are the major challenges and opportunities within the areas of maintenance, repair, and overhaul (MRO) across industrial sectors? 2. What are the major challenges and opportunities in service feedback to design and manufacturing functions across sectors? 3. How can case studies be captured where design and manufacturing impact service performance and as a result cost? 4. How can the identified challenges and opportunities be mapped against current tools to identify the knowledge gaps? 5. How can the EPSRC Centre support a wide range of requirements (Lower and higher TRL level research and product development, education, standards etc) from industry within through-life engineering services? ©Cranfield University/L. E. Redding
  • 6. EPSRC Centre in Through-life Engineering Services Overview of Project 1 Structured Population interviews, Key words data and direct and search questionnaire observation, Inputs strings and review informed by the literature of company data • Publications Literature Industrial 2 Case • Reports search survey Studies • Awareness • Mapping Knowledge of Practitioner Knowledge of the state of awareness of how Through- the art in the concept life Engineering Outputs Through-life and the Services are Engineering perceived developed and Services benefits/issues operate ©Cranfield University/L. E. Redding
  • 7. EPSRC Centre in Through-life Engineering Services Survey • Two approaches Postal survey Targeting UK based manufacturing organisations Survey (2 Approaches) On line open survey ©Cranfield University/L. E. Redding
  • 8. Identification of the postal survey population The search parameters The population Industrial Geographic Turnover sector by SIC location code 2,752,710 77710 companies Companies based who have within the UK manufacturing United ≥ 10 million Every SIC operations in the UK Kingdom GBP code included if referring to 1837 Companies who have a manufacturing turnover ≥ £10 million Population of manufacturing organisations who may possess the potential to offer through life 304 companies after review of engineering services organisational websites ©Cranfield University/L. E. Redding
  • 9. EPSRC Centre in Through-life Engineering Services Survey Response rate • Two approaches Postal survey Targeting UK Poor based ≥0.5% manufacturing organisations Survey (2 Approaches) 51 Companies On line open survey ©Cranfield University/L. E. Redding
  • 10. EPSRC Centre in Through-life Engineering Services Reasons cited for non-response • Administrations and liquidations • “Cannot identify key personnel within organisation to whom this applies” • “We have no interest in through-life service provision” – [Major European Car Manufacturer] • “We do not respond to surveys” ©Cranfield University/L. E. Redding
  • 11. EPSRC Centre in Through-life Engineering Services Survey Results (On line - Questionnaire)
  • 12. EPSRC Centre in Through-life Engineering Services Company presence by sector Power, 1 Security, 1 Telecoms, 2 Oil & Gas, 3 Nuclear, 5 Mineral Extraction, 0 Marine, 3 Health, 0 Energy, 3 Electronics, 3 Aerospace, 44 Defence, 11 Civil/Construction, 1 Some companies have a Automotive, 3 Agriculture, 1 presence in several sectors Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 13. EPSRC Centre in Through-life Engineering Services Description of organisations responding to ‘On line’ survey Minerals Extraction Civil/Construction Automotive Agriculture Electronics Aerospace Telecoms Defense Security Nuclear Oil/Gas Marine Energy Health Power Original Equipment Manufacturer 9 0 1 1 5 1 1 0 1 0 3 1 0 1 1 Tier 1 Supplier (Supplies directly to OEM) 8 0 1 1 3 2 1 0 1 0 3 1 0 1 1 Tier 2 Supplier (Supplies to Tier 1) 7 0 2 1 3 2 2 0 1 0 3 2 1 1 2 Others 28 1 2 0 5 1 2 0 3 0 1 1 1 1 1 Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 14. Organisational Structure & major customers Consumers (B2C), 10 Division of a A Private multi- company, 22 national company, 25 Government agencies , 29 Public/Private Companies, 36 A diivision of a publically A publically listed listed company, 4 company, 5 Organisation Customers Structure Some companies have a presence in several sectors ©Cranfield University/L. E. Redding Ref: Redding et al (2012)
  • 15. EPSRC Centre in Through-life Engineering Services Interest in maintenance appears to be growing • 64% Are manufacturers who conduct in house maintenance activities • 36% Are manufacturers who stated that they did not conduct maintenance activities Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 16. EPSRC Centre in Through-life Engineering Services Method of initiating MRO activities by sector Minerals Extraction Civil/Construction Automotive Agriculture Electronics Aerospace Telecoms Defense Security Nuclear Oil/Gas Marine Energy Health Power Time based maintenance systems 14 0 0 0 4 3 0 0 1 0 1 1 0 1 0 Reliability based maintenance systems 9 0 0 0 3 2 0 0 1 0 1 0 0 1 0 Usage based maintenance systems 9 0 0 0 2 2 0 0 1 0 1 0 0 1 0 Condition monitoring systems 9 0 0 0 3 2 0 0 1 0 2 0 0 1 0 We do not trigger MRO activities 6 0 1 1 3 0 1 0 1 0 1 1 0 0 1 No Answer 21 1 2 0 3 0 2 0 1 0 2 1 1 0 1 Notes! 1. Not even in 2. Not even in 1. CT and MRI Scanners etc!! their asset their asset 2. Mining Condition Monitoring Tools!!! management!!! management!!! Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 17. EPSRC Centre in Through-life Engineering Services Method of recording MRO data within respondent organisations Others None Hand held portable devices Remote data collection via satellite Remote data collection via telecoms RFID related technology Electronic databases Elecronic files Paper files 0 2 4 6 8 10 12 14 16 18 20 Number of companies Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 18. EPSRC Centre in Through-life Engineering Services Nature of data content as advised by practitioners • “Failure categorization” • “Failure modes and wear patterns….[which]…are fed back to improve future designs and upgrades”, • “…faults that get tracked back to design docs and previous repairs”, • “Helicopter support is generally quite open loop with little obvious integration with MRO chain and little obvious constructive feedback of any kind aimed at reducing life cycle cost”, • “…outcome of special inspections MTBR”, • “Performance data MTBF”, • “..performance data, failure categorization, physical attributes, photos, initial root cause analysis…..”,
  • 19. EPSRC Centre in Through-life Engineering Services Cross tabulation of data usage and mode of collection Prognostics 35 30 25 20 15 10 Other 5 Not used Usage Monitoring 0 Time based MRO systems Spares and inventory acquisition Billing
  • 20. EPSRC Centre in Through-life Engineering Services Challenges relating to the capture of MRO data Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 21. EPSRC Centre in Through-life Engineering Services The use of MRO data by sector Minerals Extraction Civil/Construction Automotive Agriculture Electronics Aerospace Telecoms Defense Security Nuclear Oil/Gas Marine Energy Health Power Billing 14 0 0 0 4 3 0 0 1 0 1 1 0 1 0 Spares and inventory acquistion 12 0 0 0 4 2 0 0 1 0 2 0 0 1 0 Time based MRO systems 10 0 0 0 2 2 0 0 1 0 1 0 0 1 0 Usage monitoring 11 0 0 0 4 3 0 0 1 0 1 1 0 1 0 Not used 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 Other 7 0 1 1 1 0 1 0 0 0 1 1 0 0 1 No answer 21 1 2 0 3 0 2 0 1 0 2 1 1 0 1 ©Cranfield University/L. E. Redding Ref: Redding et al (2012)
  • 22. EPSRC Centre in Through-life Engineering Services Status of data feedback Un-Known at this point Design function 3rd Party Maintenance Facility 68% Yes 32% No 64% Yes 36% No Manufacturing function 68% Yes 32% No Service & Use Functions ©Cranfield University/L. E. Redding
  • 23. EPSRC Centre in Through-life Engineering Services Perceived opportunities by sector ©Cranfield University/L. E. Redding
  • 24. EPSRC Centre in Through-life Engineering Services Conclusions
  • 25. EPSRC Centre in Through-life Engineering Services Findings from the survey data Finding No. Finding Description 1. Although there is continuing growth cited within the literature relating to pro-active MRO initiatives, the data suggests that such activities for the majority of manufacturing organisations responding to the survey appear to remain reactionary only being triggered by customer request. 2. The data suggests that there is no clearly defined universal method adopted by MRO activities for the collection of data with such functions using a variety of data collection protocols and methods. 3. Within the organisations surveyed the majority of organisations state that they do feedback MRO data to their design and manufacturing functions (either ‘in house’ or external). This implies that such data is technology/usage based rather than being purely commercial or administrative. 4. There appears to be a misalignment relating to the needs of the end user of MRO data (manufacturing and design functions) and the systems abilities to provide accurate and timely responses (technical and usage data) and related information. 5. Challenges exist relating to the quantity, quality and completeness of data. Respondents to the survey suggest that there is too much data, it is fragmented and of poor quality in many cases and not complete. Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 26. EPSRC Centre in Through-life Engineering Services Findings from the data Finding No. Finding Description 6. Within the MRO field relating to through-life engineering services, there are no clear definitions, ontology or taxonomy which can assist in the categorisation of data, information and ultimately knowledge. 7. There are issues relating to incomplete understanding of product and component performance due to intermittent failures and error signals in MRO systems. This skews the data and can affect decisions relating to MRO strategies. 8. Although organisations stated that they collected MRO data its content, structure, storage and retrieval appears to be ad’hoc in all but a few leading world class OEM’s. The data is unduly skewed by the existence of NNF recording within the data, the effect of which is not clear or widely known. 9. Condition based monitoring/management and RFID technology are identified as being the key opportunities within the field of through-life engineering services. Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 27. EPSRC Centre in Through-life Engineering Services 12 Findings from the data Finding No. Finding Description 10. Interest in through-life engineering services continues to grow. The majority of organisations responding to the survey state that they have plans to move into through- life engineering services with a greater majority stating that they have plans to extend the use of acquired MRO data and use this to inform the manufacturing and design functions within their organisation. 11. Whilst there are undoubtedly significant challenges and opportunities relating to the successful adoption of through-life engineering services the perceived threats to this successful adoption within the practitioner base responding to the survey relate to data management issues arising from the lack of standards, procedures, and supporting structures. 12. The greatest perceived opportunity that through-life engineering services offers is seen to be in the field of prognostics leading to faster mitigation relative to degrading products. Ref: Redding et al (2012) ©Cranfield University/L. E. Redding
  • 28. EPSRC Centre in Through-life Engineering Services Our Partners Questions: Louis Redding, Project Manager/Research Fellow on 01234 750111 ex 2283 or at l.e.redding@cranfield.ac.uk

Editor's Notes

  1. Highlighted boxes show hotspots. Care was taken to increase awareness of the survey in sectors other than just the aerospace sector. Significantly however aerospace ‘players’ showed the greatest response.
  2. 1. Agriculture – Survey was sent to companies in this sector but little response. The use of data by manufacturers of combines is well documented.Health – Interesting as such data is harvested by CT and MRI manufacturersMinerals Extraction – Catapillar use such methods as usage monitoring etc