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13 º E
       European A t
                Automotive C
                      ti Congress – EAEC 2011




THE ROLE OF COMPUTER AIDED KNOWLEDGE TO DISCLOSE
THE RIGHT POWER TECHNOLOGY


Vicente-Gomila, JM y Palop, F “”. EAEC Conference paper 2011


                              ©2011, triz XXI todos los derechos reservados
                                    <informa@triz.es>, www.triz.es
Objectives


1. To show the combination of semantic TRIZ and
  TechMining. Its complementarities and results of their
  combination.




2. The increasing importance of computer aided knowledge
  to understand the cluttered science and technology map.



                    ©2011, triz XXI todos los derechos reservados
                          <informa@triz.es>, www.triz.es
Index



1.
1 How TRIZ helps to understand next research results
2. Tech-Mining application to lithium batteries elements
3. Combination of semantic TRIZ and TechMining to extract
   key research topics
4. Some partial conclusions




                    ©2011, triz XXI todos los derechos reservados
                          <informa@triz.es>, www.triz.es
1. TRIZ, concepts




      A technical system: simplified functional model of lithium battery in the generation state

      Powered by GoldfireTM – Invention Machine Corp.

                                        ©2011, triz XXI todos los derechos reservados
                                              <informa@triz.es>, www.triz.es
1. TRIZ, concepts


         Some Laws of the classic TRIZ for the development of Systems


       Statics                 Cinematics                                     Dynamics
       Law of consolidation    Law of increasing                              Dynamization
                                                                               y
                                   ideality
       Law of conductivity                                                    Law of rithms
           of the system       Law of uneven                                      coordination
                gy
           energy                  development of
                                         p
                                                                              Law of i
                                                                              L    f increasing
                                                                                            i
                                   system parts
                                                                                  controlability
                               Law of transition
                                  to the
                                  supersystem
                               Law of transition
                                   from macro to
                                   micro




                              ©2011, triz XXI todos los derechos reservados
                                    <informa@triz.es>, www.triz.es
1. TRIZ, concepts



            Trend towards control and governance by fields




               Prototipo de dirección
               eléctrica, de ZF y Robert Bosch.




                                           ©2011, triz XXI todos los derechos reservados
                                                 <informa@triz.es>, www.triz.es
1. TRIZ, concepts


         Hybridization as a TRIZ 'concept' and the hybrid battery-supercapacitor




 “This system that we have gives you capacitor-like power with battery-like energy," said U Illinois' Paul
 Braun, a professor of materials science and engineering. "Most capacitors store very little energy. They can
 release it very fast, but they can't hold much. Most batteries store a reasonably large amount of energy, but
 they can't provide or receive energy rapidly. This does both."
 Source: Three-dimensional bicontinuous ultrafast-charge and -discharge bulk battery electrodes; Nature Nanotechnology Year
 published: (2011) DOI: doi:10.1038/nnano.2011.38 Received 21 October 2010 Accepted 24 February 2011 Published online 20 March
 2011



                                                ©2011, triz XXI todos los derechos reservados
                                                      <informa@triz.es>, www.triz.es
1. TRIZ, concepts


                    The braking of a car: a contradiction

                                        Brake                          At short
          I brake strong
                       g                                               distance

                             loose
                                                                        Control, guidance
                                                                        etc.



                                    Doesn’t brake
                                                                      Large
                                                                      distance
              I brake slow
                                                                       Control, id
                                                                       C t l guidance
                                                                       etc.
                                   maintains



                             ©2011, triz XXI todos los derechos reservados
                                   <informa@triz.es>, www.triz.es
1. TRIZ, concepts


                    The braking of a car: a contradiction




              Powered by GoldfireTM – Invention Machine Corp.
                       y                                   p



                                            ©2011, triz XXI todos los derechos reservados
                                                  <informa@triz.es>, www.triz.es
Inventive Principles extracted from patents.



                               Oxygen diffusion in Li-Air batteries




                  reprinted from Elsevier ScienceDirect database R. Padbury, X. Zhang / Journal of Power Sources 196 (2011) 4436–4444



                          Solving a physical contradiction: Separation in space



                                                ©2011, triz XXI todos los derechos reservados
                                                      <informa@triz.es>, www.triz.es
1. TRIZ, concepts



                     Fast charge & recharge of EV batteries




                                             reprinted from Gizmag: www.gizmag.com



            Solving a physical contradiction: Separation in space,
            separating discharging from storage; MIT materials science professors W. Craig Carter and Yet-Ming Chiang
              p      g         g g            g ;                      p                 g                   g      g




                                       ©2011, triz XXI todos los derechos reservados
                                             <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends


           Research evolution (articles) on Li-ion cathodes. Main research lines.




                                                                                    LiFePO4
                                                                                    disruptive
                                                                                    trend




                                    ©2011, triz XXI todos los derechos reservados
                                          <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends

      Selected terms by year in Li-Air: discharge, polymer electrolite, air cathode, non-aqueous
                                  electrolite, hydrophobic eletrolite.
      60




       50

                                                                                                                              Discharge

       40                                                                                                                     Nano
                                                                                                                              Polymer electrolyte
                                                                                                                              Aqueous electrolyte
       30                                                                                                                     Air cathode
                                                                                                                              Non‐aqueous electrolyte
                                                                                                                              Hydrophobic
        20
                                                                                                                              Graphene


           10                                                                                                          Discharge
                                                                                                                     Nano
                                                                                                                   Polymer electrolyte
                                                                                                                A          l t l t
                                                                                                                Aqueous electrolyte
            0
                                                                                                              Air cathode
                2000
                         2001                                                                               Non‐aqueous electrolyte
                                2002
                                         2003                                                             Hydrophobic
                                                2004
                                                       2005
                                                               2006                                      Graphene
                                                                       2007
                                                                                2008
       Powered by      VantagePointTM   – Search Technology Inc.                         2009
                                                                                                  2010


                                                        ©2011, triz XXI todos los derechos reservados
                                                              <informa@triz.es>, www.triz.es
Doping: are we already at 'improving' or still at 'designing'




 Li‐ion 
 Li‐ion 233/6324                                                    Li‐Air 24 /1021
                                                                              /


                    ©2011, triz XXI todos los derechos reservados
                          <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends


Leading
  Leading
Cooperation
  Cooperation
networks map:
  networks map:
Leading
  Leading
Research
  Research
Institutions in
I I tit titi
  Institutionsi in
     tit        i
Li-S
  Li-Air
technology
  technology




Powered by VantagePointTM –
Search Technology Inc.

                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends


Leading
  Leading
Cooperation
  Cooperation
networks map:
  networks map:
Leading
  Leading
Research
  Research
Institutions in
I I tit titi
  Institutionsi in
     tit        i
Li-S
  Li-Air
technology
  technology




Powered by VantagePointTM –
Search Technology Inc.

                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends


Leading
  Leading
Cooperation
  Cooperation
networks map:
  networks map:
Leading
  Leading
Research
  Research
Institutions in
I I tit titi
  Institutionsi in
     tit        i
Li-S
  Li-Air
technology
  technology




Powered by VantagePointTM –
Search Technology Inc.

                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
2.   Some Tech-Mining results and trends


Research Institutions by
Country in Li-air.
      y




Powered by VantagePointTM –
Search Technology Inc.

                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.


             Leading companies in patent portfolio and trends in Li-Air




        Powered b G ldfi TM – I
        P     d by Goldfire   Invention M hi C
                                   ti Machine Corp.

                                     ©2011, triz XXI todos los derechos reservados
                                           <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.

Example of key activities through the efforts of a leading company in lithiumair, to protect their R & D.




   Powered by GoldfireTM –
   Invention Machine Corp.           ©2011, triz XXI todos los derechos reservados
                                           <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.

                            Problem identification as very early warning signals




Powered by GoldfireTM –
Invention Machine Corp.                 ©2011, triz XXI todos los derechos reservados
                                              <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.

                            Problem identification as very early warning signals




Powered by GoldfireTM –
Invention Machine Corp.                 ©2011, triz XXI todos los derechos reservados
                                              <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.


     Problem identification as very early warning signals




Powered by GoldfireTM –
Invention Machine Corp.             ©2011, triz XXI todos los derechos reservados
                                          <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.

  Solutions of different industries to the specific problem of oxygen diffusion in lithium
       1.addition of metal oxide
       Moreover, addition of the metal oxide in the described manner apparently increases the macroporosity and total pore volume of the
       activated carbon.
       EP-2289609 A1Method for making activated carbon for odor control


       2.special treatment
       Special treatments have been developed for increasing the pore volume and the specific surface area of activated carbons (T.
       Ottawa, R. Tanibata, M. Itoh, G Separation Purification 1993, 7, 241).
       O                             Gas S            f                    )
       US-20110005392 A1PROCESS FOR SEPARATION OF CO2 BY PRESSURE-MODULATED ADSORPTION ON A POROUS CARBON
       SOLID

       3.application of acid treatment with aqueous solution of hydrofluoric acid
       It was confirmed that the pore volumes of the porous carbon materials according to the present invention ...the mercury
                                                                                                       invention... the
       penetration method were significantly increased by the application of an acid treatment with an aqueous solution of hydrofluoric
       acid (expressed as “hydrofluoric acid...
       US-20100069507 A1Porous Carbon Materials and Production Process Thereof, and Adsorbents, Masks, Adsorbing Sheets and
       Carriers


       4.thermal activation process
       The thermal activation process greatly increases the pore volume and surface area of the carbon particles by elimination of volatile
       pyrolysis products and from carbonaceous burn-off.
       US-5769933Activated carbon foundry sand additives and method of casting metal for reduced VOC emissions
       EP-0813921 A1Foundry sand additive and method of casting metal


       5.Mg deposition, decreasing specific surface area of parent carbon
       Mg deposition either increases or decreases the specific surface area, pore volume, and average micropore width of the parent
       carbon depending on the preoxidation temperatures.
       MEDLINE/PubMed Abstracts: Changes in microporosity and CH4 adsorptivity of preoxidized pitch-based activated carbon fibers by
       Mg deposition.
            Powered by GoldfireTM – Invention Machine Corp.
                                                  ©2011, triz XXI todos los derechos reservados
                                                        <informa@triz.es>, www.triz.es
Solution to such problem identification as early research directions
.




                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
Solution to such problem identification as early research directions
.




                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
Solution to such problem identification as early research directions
.




                                   ©2011, triz XXI todos los derechos reservados
                                         <informa@triz.es>, www.triz.es
3. Solution to such problem identification as early research directions.




                                     ©2011, triz XXI todos los derechos reservados
                                           <informa@triz.es>, www.triz.es
3. Solution to such problem identification as early research directions.




                                     ©2011, triz XXI todos los derechos reservados
                                           <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.


                   Graphene uses in articles of lithium air (Source Elsevier)




Powered by GoldfireTM –
Invention Machine Corp.               ©2011, triz XXI todos los derechos reservados
                                            <informa@triz.es>, www.triz.es
3. Combination of semantic TRIZ and Tech Mining.


            An example of lithium anode limitations overcome by commercial
                                  solutions : Polyplus.

                                        Pat nº US 7824806 B2




                                  ©2011, triz XXI todos los derechos reservados
                                        <informa@triz.es>, www.triz.es
4. CONCLUSIONS.




The mining of thousands of documents and patents can bring
some more rigorous clues of what are the key trends. The main
research line around improving cathode performance with LiFePO4 material was
                       p     g         p
identified.




 Among emergent technologies was feasible to identify Li-Ar as
 the most promising. Leap in articles and patents production indicators in last
 years may suggest that Li-Ar is coming from the design to the improvement phase.




                              ©2011, triz XXI todos los derechos reservados
                                    <informa@triz.es>, www.triz.es
4. CONCLUSIONS.




the TRIZ inventive principles and laws come in hand to understand
many of the current limitations and its possible outcome in next
research results.



 The usage of Tech Mining d
              T h Mi i and syntactic-semantic t l better if
                                     t ti         ti tools,
 complemented with a knowledge of TRIZ, can short cut the time needed
 to analyze what is progressing as well as to ascertain in a more objective
 and accurate way the trends identified, based on a vast array of
 research, patented inventions and innovation, directions.




                           ©2011, triz XXI todos los derechos reservados
                                 <informa@triz.es>, www.triz.es
Questions?




triz XXI Valencia, M d id Fl id bl
t i XXI: V l i Madrid, Floridablanca-Santander, Santiago d Chil Sâo Paulo, Monterrey
                                     S t d S ti          de Chile, Sâ P l M t



                                                   THANKS!
Ap. Co. 12122, 46080 Valencia
Tfno.: 96 3890513* Fax 963692190
Correo-e: informa@triz es
Correo e: informa@triz.es ; web: www triz es
                                 www.triz.es


                                               ©2011, triz XXI todos los derechos reservados
                                                     <informa@triz.es>, www.triz.es

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Ponencia TRIZ XXI: EAEC -13 European Automotive Congress – Valencia - Jun 2011

  • 1. 13 º E European A t Automotive C ti Congress – EAEC 2011 THE ROLE OF COMPUTER AIDED KNOWLEDGE TO DISCLOSE THE RIGHT POWER TECHNOLOGY Vicente-Gomila, JM y Palop, F “”. EAEC Conference paper 2011 ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 2. Objectives 1. To show the combination of semantic TRIZ and TechMining. Its complementarities and results of their combination. 2. The increasing importance of computer aided knowledge to understand the cluttered science and technology map. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 3. Index 1. 1 How TRIZ helps to understand next research results 2. Tech-Mining application to lithium batteries elements 3. Combination of semantic TRIZ and TechMining to extract key research topics 4. Some partial conclusions ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 4. 1. TRIZ, concepts A technical system: simplified functional model of lithium battery in the generation state Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 5. 1. TRIZ, concepts Some Laws of the classic TRIZ for the development of Systems Statics Cinematics Dynamics Law of consolidation Law of increasing Dynamization y ideality Law of conductivity Law of rithms of the system Law of uneven coordination gy energy development of p Law of i L f increasing i system parts controlability Law of transition to the supersystem Law of transition from macro to micro ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 6. 1. TRIZ, concepts Trend towards control and governance by fields Prototipo de dirección eléctrica, de ZF y Robert Bosch. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 7. 1. TRIZ, concepts Hybridization as a TRIZ 'concept' and the hybrid battery-supercapacitor “This system that we have gives you capacitor-like power with battery-like energy," said U Illinois' Paul Braun, a professor of materials science and engineering. "Most capacitors store very little energy. They can release it very fast, but they can't hold much. Most batteries store a reasonably large amount of energy, but they can't provide or receive energy rapidly. This does both." Source: Three-dimensional bicontinuous ultrafast-charge and -discharge bulk battery electrodes; Nature Nanotechnology Year published: (2011) DOI: doi:10.1038/nnano.2011.38 Received 21 October 2010 Accepted 24 February 2011 Published online 20 March 2011 ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 8. 1. TRIZ, concepts The braking of a car: a contradiction Brake At short I brake strong g distance loose Control, guidance etc. Doesn’t brake Large distance I brake slow Control, id C t l guidance etc. maintains ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 9. 1. TRIZ, concepts The braking of a car: a contradiction Powered by GoldfireTM – Invention Machine Corp. y p ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 10. Inventive Principles extracted from patents. Oxygen diffusion in Li-Air batteries reprinted from Elsevier ScienceDirect database R. Padbury, X. Zhang / Journal of Power Sources 196 (2011) 4436–4444 Solving a physical contradiction: Separation in space ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 11. 1. TRIZ, concepts Fast charge & recharge of EV batteries reprinted from Gizmag: www.gizmag.com Solving a physical contradiction: Separation in space, separating discharging from storage; MIT materials science professors W. Craig Carter and Yet-Ming Chiang p g g g g ; p g g g ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 12. 2. Some Tech-Mining results and trends Research evolution (articles) on Li-ion cathodes. Main research lines. LiFePO4 disruptive trend ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 13. 2. Some Tech-Mining results and trends Selected terms by year in Li-Air: discharge, polymer electrolite, air cathode, non-aqueous electrolite, hydrophobic eletrolite. 60 50 Discharge 40 Nano Polymer electrolyte Aqueous electrolyte 30 Air cathode Non‐aqueous electrolyte Hydrophobic 20 Graphene 10 Discharge Nano Polymer electrolyte A l t l t Aqueous electrolyte 0 Air cathode 2000 2001 Non‐aqueous electrolyte 2002 2003 Hydrophobic 2004 2005 2006 Graphene 2007 2008 Powered by VantagePointTM – Search Technology Inc. 2009 2010 ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 14. Doping: are we already at 'improving' or still at 'designing' Li‐ion  Li‐ion 233/6324 Li‐Air 24 /1021 / ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 15. 2. Some Tech-Mining results and trends Leading Leading Cooperation Cooperation networks map: networks map: Leading Leading Research Research Institutions in I I tit titi Institutionsi in tit i Li-S Li-Air technology technology Powered by VantagePointTM – Search Technology Inc. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 16. 2. Some Tech-Mining results and trends Leading Leading Cooperation Cooperation networks map: networks map: Leading Leading Research Research Institutions in I I tit titi Institutionsi in tit i Li-S Li-Air technology technology Powered by VantagePointTM – Search Technology Inc. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 17. 2. Some Tech-Mining results and trends Leading Leading Cooperation Cooperation networks map: networks map: Leading Leading Research Research Institutions in I I tit titi Institutionsi in tit i Li-S Li-Air technology technology Powered by VantagePointTM – Search Technology Inc. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 18. 2. Some Tech-Mining results and trends Research Institutions by Country in Li-air. y Powered by VantagePointTM – Search Technology Inc. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 19. 3. Combination of semantic TRIZ and Tech Mining. Leading companies in patent portfolio and trends in Li-Air Powered b G ldfi TM – I P d by Goldfire Invention M hi C ti Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 20. 3. Combination of semantic TRIZ and Tech Mining. Example of key activities through the efforts of a leading company in lithiumair, to protect their R & D. Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 21. 3. Combination of semantic TRIZ and Tech Mining. Problem identification as very early warning signals Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 22. 3. Combination of semantic TRIZ and Tech Mining. Problem identification as very early warning signals Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 23. 3. Combination of semantic TRIZ and Tech Mining. Problem identification as very early warning signals Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 24. 3. Combination of semantic TRIZ and Tech Mining. Solutions of different industries to the specific problem of oxygen diffusion in lithium 1.addition of metal oxide Moreover, addition of the metal oxide in the described manner apparently increases the macroporosity and total pore volume of the activated carbon. EP-2289609 A1Method for making activated carbon for odor control 2.special treatment Special treatments have been developed for increasing the pore volume and the specific surface area of activated carbons (T. Ottawa, R. Tanibata, M. Itoh, G Separation Purification 1993, 7, 241). O Gas S f ) US-20110005392 A1PROCESS FOR SEPARATION OF CO2 BY PRESSURE-MODULATED ADSORPTION ON A POROUS CARBON SOLID 3.application of acid treatment with aqueous solution of hydrofluoric acid It was confirmed that the pore volumes of the porous carbon materials according to the present invention ...the mercury invention... the penetration method were significantly increased by the application of an acid treatment with an aqueous solution of hydrofluoric acid (expressed as “hydrofluoric acid... US-20100069507 A1Porous Carbon Materials and Production Process Thereof, and Adsorbents, Masks, Adsorbing Sheets and Carriers 4.thermal activation process The thermal activation process greatly increases the pore volume and surface area of the carbon particles by elimination of volatile pyrolysis products and from carbonaceous burn-off. US-5769933Activated carbon foundry sand additives and method of casting metal for reduced VOC emissions EP-0813921 A1Foundry sand additive and method of casting metal 5.Mg deposition, decreasing specific surface area of parent carbon Mg deposition either increases or decreases the specific surface area, pore volume, and average micropore width of the parent carbon depending on the preoxidation temperatures. MEDLINE/PubMed Abstracts: Changes in microporosity and CH4 adsorptivity of preoxidized pitch-based activated carbon fibers by Mg deposition. Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 25. Solution to such problem identification as early research directions . ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 26. Solution to such problem identification as early research directions . ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 27. Solution to such problem identification as early research directions . ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 28. 3. Solution to such problem identification as early research directions. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 29. 3. Solution to such problem identification as early research directions. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 30. 3. Combination of semantic TRIZ and Tech Mining. Graphene uses in articles of lithium air (Source Elsevier) Powered by GoldfireTM – Invention Machine Corp. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 31. 3. Combination of semantic TRIZ and Tech Mining. An example of lithium anode limitations overcome by commercial solutions : Polyplus. Pat nº US 7824806 B2 ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 32. 4. CONCLUSIONS. The mining of thousands of documents and patents can bring some more rigorous clues of what are the key trends. The main research line around improving cathode performance with LiFePO4 material was p g p identified. Among emergent technologies was feasible to identify Li-Ar as the most promising. Leap in articles and patents production indicators in last years may suggest that Li-Ar is coming from the design to the improvement phase. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 33. 4. CONCLUSIONS. the TRIZ inventive principles and laws come in hand to understand many of the current limitations and its possible outcome in next research results. The usage of Tech Mining d T h Mi i and syntactic-semantic t l better if t ti ti tools, complemented with a knowledge of TRIZ, can short cut the time needed to analyze what is progressing as well as to ascertain in a more objective and accurate way the trends identified, based on a vast array of research, patented inventions and innovation, directions. ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es
  • 34. Questions? triz XXI Valencia, M d id Fl id bl t i XXI: V l i Madrid, Floridablanca-Santander, Santiago d Chil Sâo Paulo, Monterrey S t d S ti de Chile, Sâ P l M t THANKS! Ap. Co. 12122, 46080 Valencia Tfno.: 96 3890513* Fax 963692190 Correo-e: informa@triz es Correo e: informa@triz.es ; web: www triz es www.triz.es ©2011, triz XXI todos los derechos reservados <informa@triz.es>, www.triz.es