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Green chemistry for organic solar cells
Open accessAbstract
Essentially all methods of energy production—e.g., fracking, damming, drilling, nuclear fission, and excavation of rare elements for photovoltaics—are associated with some degree of environmental degradation. Organic solar cells (OSCs) are regarded as low-cost and potentially environmentally benign sources of power. π-Conjugated (semiconducting) polymers—the components of OSCs responsible for absorbing light and transporting charge—are not typically synthesized in laboratories in ways that are amenable to manufacturing with low environmental impact. This article discusses strategies for producing conjugated polymers using green chemistry. That is, reaction methodology with low energy intensity, with minimal production of toxic waste, and at low cost. This article briefly reviews the major findings in the literature on the energy intensity and carbon emissions associated with fabricating OSCs on the laboratory scale, and identifies several strategies and materials invented by the community to lower the cost and environmental impact of the components of the devices. The principles of green chemistry, applied to the synthesis of conjugated polymers, are identified as important guidelines for the multi-tonne manufacturing of these materials. A general theme in both green chemistry and process research is that low cost can be correlated to environmental benignity when the costs of disposing wastes are high. This Perspective then highlights five synthetic strategies that satisfy several of the criteria of green chemistry: (1) polymerization using metal-mediated cross-coupling reactions that reduce or eliminate stoichiometric organotin waste; (2) the use of heterogeneously catalyzed polymerizations; (3) polymerization involving activation of C–H bonds; (4) use of biofeedstock-derived starting materials; and (5) polycondensation reactions that evolve water as a byproduct.
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Citations
Cites
Large-scale pattern growth of graphene films for stretchable transparent electrodes
Kim, K. S., Zhao, Y., Jang, H., Lee, S. Y., Kim, J. M., Kim, K. S., Ahn, J.-H., Kim, P., Choi, J.-Y., & Hong, B. H. (2009) · Nature · doi:10.1038/nature07719 · Cited by 10,452
Conjugated Polymer-Based Organic Solar Cells
Günes, S., Neugebauer, H., & Sariciftci, N. S. (2007) · Chemical Reviews · doi:10.1021/cr050149z · Cited by 6,279
Palladium-Catalyzed Ligand-Directed C−H Functionalization Reactions
Lyons, T. W., & Sanford, M. S. (2010) · Chemical Reviews · doi:10.1021/cr900184e · Cited by 6,119
The Atom Economy—A Search for Synthetic Efficiency
Trost, B. (1991) · Science · doi:10.1126/science.1962206 · Cited by 4,798
Li, G., Zhu, R., & Yang, Y. (2012) · Nature Photonics · doi:10.1038/nphoton.2012.11 · Cited by 4,414
Polymer–Fullerene Composite Solar Cells
Thompson, B. C., & Fréchet, J. M. J. (2008) · Angewandte Chemie International Edition · doi:10.1002/anie.200702506 · Cited by 4,150
Aryl−Aryl Bond Formation by Transition-Metal-Catalyzed Direct Arylation
Alberico, D., Scott, M. E., & Lautens, M. (2007) · Chemical Reviews · doi:10.1021/cr0509760 · Cited by 3,640
Efficiency enhancement in low-bandgap polymer solar cells by processing with alkane dithiols
Peet, J., Kim, J. Y., Coates, N. E., Ma, W. L., Moses, D., Heeger, A. J., & Bazan, G. C. (2007) · Nature Materials · doi:10.1038/nmat1928 · Cited by 3,202
Skin-like pressure and strain sensors based on transparent elastic films of carbon nanotubes
Lipomi, D. J., Vosgueritchian, M., Tee, B. C.-K., Hellstrom, S. L., Lee, J. A., Fox, C. H., & Bao, Z. (2011) · Nature Nanotechnology · doi:10.1038/nnano.2011.184 · Cited by 3,188
Self-citationEvaluation of Solution-Processed Reduced Graphene Oxide Films as Transparent Conductors
Becerril, H. A., Mao, J., Liu, Z., Stoltenberg, R. M., Bao, Z., & Chen, Y. (2008) · ACS Nano · doi:10.1021/nn700375n · Cited by 3,137
Polymer‐Fullerene Bulk‐Heterojunction Solar Cells
Dennler, G., Scharber, M. C., & Brabec, C. J. (2009) · Advanced Materials · doi:10.1002/adma.200801283 · Cited by 3,114
Suzuki, A. (1999) · Journal of Organometallic Chemistry · doi:10.1016/s0022-328x(98)01055-9 · Cited by 2,916
Origins, Current Status, and Future Challenges of Green Chemistry
Anastas, P. T., & Kirchhoff, M. M. (2002) · Accounts of Chemical Research · doi:10.1021/ar010065m · Cited by 2,214
A Universal Method to Produce Low–Work Function Electrodes for Organic Electronics
Zhou, Y., Fuentes-Hernandez, C., Shim, J., Meyer, J., Giordano, A. J., Li, H., Winget, P., Papadopoulos, T., Cheun, H., Kim, J., et al. (2012) · Science · doi:10.1126/science.1218829 · Cited by 2,140
Scalable Coating and Properties of Transparent, Flexible, Silver Nanowire Electrodes
Hu, L., Kim, H. S., Lee, J.-Y., Peumans, P., & Cui, Y. (2010) · ACS Nano · doi:10.1021/nn1005232 · Cited by 2,075
Ultrathin and lightweight organic solar cells with high flexibility
Kaltenbrunner, M., White, M. S., Głowacki, E. D., Sekitani, T., Someya, T., Sariciftci, N. S., & Bauer, S. (2012) · Nature Communications · doi:10.1038/ncomms1772 · Cited by 1,757
The E Factor: fifteen years on
Sheldon, R. A. (2007) · Green Chemistry · doi:10.1039/b713736m · Cited by 1,680
Kim, Y. H., Sachse, C., Machala, M. L., May, C., Müller‐Meskamp, L., & Leo, K. (2011) · Advanced Functional Materials · doi:10.1002/adfm.201002290 · Cited by 1,458
Beaujuge, P. M., & Fréchet, J. M. J. (2011) · Journal of the American Chemical Society · doi:10.1021/ja2073643 · Cited by 1,427
Chen, J., & Cao, Y. (2009) · Accounts of Chemical Research · doi:10.1021/ar900061z · Cited by 1,396
Stability of Polymer Solar Cells
Jørgensen, M., Norrman, K., Gevorgyan, S. A., Tromholt, T., Andreasen, B., & Krebs, F. C. (2012) · Advanced Materials · doi:10.1002/adma.201104187 · Cited by 1,366
A Physically Transient Form of Silicon Electronics
Hwang, S.-W., Tao, H., Kim, D.-H., Cheng, H., Song, J.-K., Rill, E., Brenckle, M. A., Panilaitis, B., Won, S. M., Kim, Y.-S., et al. (2012) · Science · doi:10.1126/science.1226325 · Cited by 1,286
Kippelen, B., & Brédas, J.-L. (2009) · Energy & Environmental Science · doi:10.1039/b812502n · Cited by 1,267
Vosgueritchian, M., Lipomi, D. J., & Bao, Z. (2012) · Advanced Functional Materials · doi:10.1002/adfm.201101775 · Cited by 1,174
Self-citationUpscaling of polymer solar cell fabrication using full roll-to-roll processing
Krebs, F. C., Tromholt, T., & Jørgensen, M. (2010) · Nanoscale · doi:10.1039/b9nr00430k · Cited by 1,024
Carbon Nanotube Thin Films: Fabrication, Properties, and Applications
Hu, L., Hecht, D. S., & Grüner, G. (2010) · Chemical Reviews · doi:10.1021/cr9002962 · Cited by 997
Molander, G. A., & Ellis, N. (2007) · Accounts of Chemical Research · doi:10.1021/ar050199q · Cited by 935
Piliego, C., Holcombe, T. W., Douglas, J. D., Woo, C. H., Beaujuge, P. M., & Fréchet, J. M. J. (2010) · Journal of the American Chemical Society · doi:10.1021/ja103275u · Cited by 907
Introduction to Atmospheric Chemistry
Jacob, D. J. (2000) · Princeton University Press eBooks · doi:10.1515/9781400841547 · Cited by 854
Stretchable Organic Solar Cells
Lipomi, D. J., Tee, B. C. ‐., Vosgueritchian, M., & Bao, Z. (2011) · Advanced Materials · doi:10.1002/adma.201004426 · Cited by 853
Self-citationGregg, B. A. (2003) · The Journal of Physical Chemistry B · doi:10.1021/jp022507x · Cited by 790
Hou, J., Park, M.-H., Zhang, S., Yao, Y., Chen, L.-M., Li, J.-H., & Yang, Y. (2008) · Macromolecules · doi:10.1021/ma800820r · Cited by 760
Electrospun Metal Nanofiber Webs as High-Performance Transparent Electrode
Wu, H., Hu, L., Rowell, M. W., Kong, D., Cha, J. J., McDonough, J. R., Zhu, J., Yang, Y., McGehee, M. D., & Cui, Y. (2010) · Nano Letters · doi:10.1021/nl102725k · Cited by 706
Rathmell, A. R., Bergin, S. M., Hua, Y., Li, Z., & Wiley, B. J. (2010) · Advanced Materials · doi:10.1002/adma.201000775 · Cited by 700
Highly Flexible Silver Nanowire Electrodes for Shape‐Memory Polymer Light‐Emitting Diodes
Yu, Z., Zhang, Q., Li, L., Chen, Q., Niu, X., Liu, J., & Pei, Q. (2011) · Advanced Materials · doi:10.1002/adma.201003398 · Cited by 688
Cabanetos, C., El Labban, A., Bartelt, J. A., Douglas, J. D., Mateker, W. R., Fréchet, J. M. J., McGehee, M. D., & Beaujuge, P. M. (2013) · Journal of the American Chemical Society · doi:10.1021/ja400365b · Cited by 679
Peet, J., Heeger, A. J., & Bazan, G. C. (2009) · Accounts of Chemical Research · doi:10.1021/ar900065j · Cited by 617
Electronic Properties of Transparent Conductive Films of PEDOT:PSS on Stretchable Substrates
Lipomi, D. J., Lee, J. A., Vosgueritchian, M., Tee, B. C.-K., Bolander, J. A., & Bao, Z. (2012) · Chemistry of Materials · doi:10.1021/cm203216m · Cited by 580
Self-citationSolar cells with one-day energy payback for the factories of the future
Espinosa, N., Hösel, M., Angmo, D., & Krebs, F. C. (2012) · Energy Environ. Sci. · doi:10.1039/c1ee02728j · Cited by 496
Guidelines and Cost Analysis for Catalyst Production in Biocatalytic Processes
Tufvesson, P., Lima-Ramos, J., Nordblad, M., & Woodley, J. M. (2011) · Organic Process Research & Development · doi:10.1021/op1002165 · Cited by 496
Yiu, A. T., Beaujuge, P. M., Lee, O. P., Woo, C. H., Toney, M. F., & Fréchet, J. M. J. (2012) · Journal of the American Chemical Society · doi:10.1021/ja2089662 · Cited by 491
Krebs, F. C., Nielsen, T. D., Fyenbo, J., Wadstrøm, M., & Pedersen, M. S. (2010) · Energy & Environmental Science · doi:10.1039/b918441d · Cited by 483
Incorporation of Furan into Low Band-Gap Polymers for Efficient Solar Cells
Woo, C. H., Beaujuge, P. M., Holcombe, T. W., Lee, O. P., & Fréchet, J. M. J. (2010) · Journal of the American Chemical Society · doi:10.1021/ja108115y · Cited by 458
Synthesis of Isoindigo-Based Oligothiophenes for Molecular Bulk Heterojunction Solar Cells
Mei, J., Graham, K. R., Stalder, R., & Reynolds, J. R. (2010) · Organic Letters · doi:10.1021/ol902512x · Cited by 457
Biocompatible and Biodegradable Materials for Organic Field‐Effect Transistors
Irimia‐Vladu, M., Troshin, P. A., Reisinger, M., Shmygleva, L., Kanbur, Y., Schwabegger, G., Bodea, M., Schwödiauer, R., Mumyatov, A., Fergus, J. W., et al. (2010) · Advanced Functional Materials · doi:10.1002/adfm.201001031 · Cited by 444
Irimia‐Vladu, M., Głowacki, E. D., Troshin, P. A., Schwabegger, G., Leonat, L., Susarova, D. K., Krystal, O., Ullah, M., Kanbur, Y., Bodea, M. A., et al. (2012) · Advanced Materials · doi:10.1002/adma.201102619 · Cited by 440
The 1.7 Kilogram Microchip: Energy and Material Use in the Production of Semiconductor Devices
Williams, E. D., Ayres, R. U., & Heller, M. (2002) · Environmental Science & Technology · doi:10.1021/es025643o · Cited by 417
Flexible, Stretchable, Transparent Conducting Films Made from Superaligned Carbon Nanotubes
Feng, C., Liu, K., Wu, J., Liu, L., Cheng, J., Zhang, Y., Sun, Y., Li, Q., Fan, S., & Jiang, K. (2010) · Advanced Functional Materials · doi:10.1002/adfm.200901960 · Cited by 401
Thompson, B. C., Kim, Y.-G., McCarley, T. D., & Reynolds, J. R. (2006) · Journal of the American Chemical Society · doi:10.1021/ja061274a · Cited by 392
Stretchable, elastic materials and devices for solar energy conversion
Lipomi, D. J., & Bao, Z. (2011) · Energy & Environmental Science · doi:10.1039/c1ee01881g · Cited by 392
Self-citationEfficiency Enhancement of Organic Solar Cells Using Transparent Plasmonic Ag Nanowire Electrodes
Kang, M., Xu, T., Park, H. J., Luo, X., & Guo, L. J. (2010) · Advanced Materials · doi:10.1002/adma.201001395 · Cited by 381
Effect of synthetic accessibility on the commercial viability of organic photovoltaics
Osedach, T. P., Andrew, T. L., & Bulović, V. (2013) · Energy & Environmental Science · doi:10.1039/c3ee24138f · Cited by 333
A polymer optoelectronic interface restores light sensitivity in blind rat retinas
Ghezzi, D., Antognazza, M. R., Maccarone, R., Bellani, S., Lanzarini, E., Martino, N., Mete, M., Pertile, G., Bisti, S., Lanzani, G., et al. (2013) · Nature Photonics · doi:10.1038/nphoton.2013.34 · Cited by 331
Nanostructured Organic and Hybrid Solar Cells
Weickert, J., Dunbar, R. B., Hesse, H. C., Wiedemann, W., & Schmidt‐Mende, L. (2011) · Advanced Materials · doi:10.1002/adma.201003991 · Cited by 325
Yamamoto, T., Zhou, Z.-H., Kanbara, T., Shimura, M., Kizu, K., Maruyama, T., Nakamura, Y., Fukuda, T., Lee, B.-L., Ooba, N., et al. (1996) · Journal of the American Chemical Society · doi:10.1021/ja961550t · Cited by 322
Liu, T., & Troisi, A. (2013) · Advanced Materials · doi:10.1002/adma.201203486 · Cited by 311
Air stable polymer photovoltaics based on a process free from vacuum steps and fullerenes
Krebs, F. C. (2008) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2008.01.013 · Cited by 303
Li, W., Roelofs, W. S. C., Wienk, M. M., & Janssen, R. A. J. (2012) · Journal of the American Chemical Society · doi:10.1021/ja305358z · Cited by 268
Semitransparent Organic Photovoltaic Cells with Laminated Top Electrode
Lee, J.-Y., Connor, S. T., Cui, Y., & Peumans, P. (2010) · Nano Letters · doi:10.1021/nl903892x · Cited by 265
Material and Energy Intensity of Fullerene Production
Anctil, A., Babbitt, C. W., Raffaelle, R. P., & Landi, B. J. (2011) · Environmental Science & Technology · doi:10.1021/es103860a · Cited by 256
Kang, M.-G., Joon Park, H., Hyun Ahn, S., & Jay Guo, L. (2010) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2010.02.039 · Cited by 244
A Low-Energy-Gap Organic Dye for High-Performance Small-Molecule Organic Solar Cells
Lin, L.-Y., Chen, Y.-H., Huang, Z.-Y., Lin, H.-W., Chou, S.-H., Lin, F., Chen, C.-W., Liu, Y.-H., & Wong, K.-T. (2011) · Journal of the American Chemical Society · doi:10.1021/ja205126t · Cited by 237
Green chemistry: an introductory text
(2011) · Choice Reviews Online · doi:10.5860/choice.48-2684 · Cited by 222
Chen, C.-H., Hsieh, C.-H., Dubosc, M., Cheng, Y.-J., & Hsu, C.-S. (2010) · Macromolecules · doi:10.1021/ma902206u · Cited by 195
New Insights into the Microstructure of GILCH-Polymerized PPVs
Becker, H., Spreitzer, H., Ibrom, K., & Kreuder, W. (1999) · Macromolecules · doi:10.1021/ma990347q · Cited by 187
Lipomi, D. J., Chong, H., Vosgueritchian, M., Mei, J., & Bao, Z. (2012) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2012.07.013 · Cited by 182
Self-citationKim, H. C., Fthenakis, V., Choi, J., & Turney, D. E. (2012) · Journal of Industrial Ecology · doi:10.1111/j.1530-9290.2011.00423.x · Cited by 170
Synthesis and Photovoltaic Properties of New Low Bandgap Isoindigo-Based Conjugated Polymers
Zhang, G., Fu, Y., Xie, Z., & Zhang, Q. (2011) · Macromolecules · doi:10.1021/ma102357b · Cited by 153
Environmentally sustainable organic field effect transistors
Irimia‐Vladu, M., Troshin, P. A., Reisinger, M., Schwabegger, G., Ullah, M., Schwödiauer, R., Mumyatov, A. V., Bodea, M. A., Fergus, J. W., & Разумов, В. Ф. (2010) · Organic Electronics · doi:10.1016/j.orgel.2010.09.007 · Cited by 149
A Modular Strategy for Fully Conjugated Donor–Acceptor Block Copolymers
Ku, S., Brady, M. A., Treat, N. D., Cochran, J. E., Robb, M. J., Krämer, E. J., Chabinyc, M. L., & Hawker, C. J. (2012) · Journal of the American Chemical Society · doi:10.1021/ja307431k · Cited by 133
Strategies for incorporation of polymer photovoltaics into garments and textiles
Krebs, F. C., Biancardo, M., Winther‐Jensen, B., Spanggaard, H., & Alstrup, J. (2005) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2005.06.003 · Cited by 128
A renaissance of color: New structures and building blocks for organic electronics
Robb, M. J., Ku, S., Brunetti, F. G., & Hawker, C. J. (2013) · Journal of Polymer Science Part A Polymer Chemistry · doi:10.1002/pola.26531 · Cited by 122
Zhai, P., & Williams, E. (2010) · Environmental Science & Technology · doi:10.1021/es1026695 · Cited by 122
Graham, K. R., Mei, J., Stalder, R., Shim, J. W., Cheun, H., Steffy, F., So, F. F., Kippelen, B. J., & Reynolds, J. R. (2011) · ACS Applied Materials & Interfaces · doi:10.1021/am2000328 · Cited by 113
Efficient Solar Cells from Semi-random P3HT Analogues Incorporating Diketopyrrolopyrrole
Khlyabich, P. P., Burkhart, B., Ng, C. F., & Thompson, B. C. (2011) · Macromolecules · doi:10.1021/ma2009386 · Cited by 110
A conjugated polyazine containing diketopyrrolopyrrole for ambipolar organic thin film transistors
Hong, W., Sun, B., Aziz, H., Park, W.-T., Noh, Y.-Y., & Li, Y. (2012) · Chemical Communications · doi:10.1039/c2cc33998f · Cited by 100
Semi‐random P3HT analogs via direct arylation polymerization
Rudenko, A. E., Wiley, C. A., Stone, S. M., Tannaci, J. F., & Thompson, B. C. (2012) · Journal of Polymer Science Part A Polymer Chemistry · doi:10.1002/pola.26175 · Cited by 90
Burkhart, B., Khlyabich, P. P., & Thompson, B. C. (2012) · ACS Macro Letters · doi:10.1021/mz300197c · Cited by 82
“Semi-Random” Multichromophoric rr-P3HT Analogues for Solar Photon Harvesting
Burkhart, B., Khlyabich, P. P., Çanak, T. Ç., LaJoie, T. W., & Thompson, B. C. (2011) · Macromolecules · doi:10.1021/ma102747e · Cited by 80
Synthesis and Photovoltaic Properties of Copolymers from Benzodithiophene and Thiazole
Yang, M., Peng, B., Liu, B., Zou, Y., Zhou, K., He, Y., Pan, C., & Li, Y. (2010) · The Journal of Physical Chemistry C · doi:10.1021/jp1063885 · Cited by 77
Design, Synthesis, and Electroluminescent Property of CN−Poly(dihexylfluorenevinylene) for LEDs
Jin, Y., Ju, J.-M., Kim, J., Lee, S., Kim, J. Y., Park, S. H., Son, S.-M., Jin, S., Lee, K., & Suh, H. (2003) · Macromolecules · doi:10.1021/ma025862u · Cited by 70
Organic photovoltaics: Potential fate and effects in the environment
Zimmermann, Y., Schäffer, A., Hugi, C., Fent, K., Corvini, P. F.-X., & Lenz, M. (2012) · Environment International · doi:10.1016/j.envint.2012.08.015 · Cited by 65
Azoulay, J. D., Koretz, Z. A., Wong, B. M., & Bazan, G. C. (2013) · Macromolecules · doi:10.1021/ma302569u · Cited by 55
Amb, C. M., Craig, M. R., Koldemir, Ü., Subbiah, J., Choudhury, K. R., Gevorgyan, S. A., Jørgensen, M., Krebs, F. C., So, F. F., & Reynolds, J. R. (2012) · ACS Applied Materials & Interfaces · doi:10.1021/am300156p · Cited by 54
Thermodynamic limitations to nuclear energy deployment as a greenhouse gas mitigation technology
Pearce, J. M. (2008) · International Journal of Nuclear Governance Economy and Ecology · doi:10.1504/ijngee.2008.017358 · Cited by 45
Wu, Z., Li, A., Fan, B., Xue, F., Adachi, C., & Ouyang, J. (2011) · Solar Energy Materials and Solar Cells · doi:10.1016/j.solmat.2011.05.006 · Cited by 43
Band Gap and HOMO Level Control in Poly(thienylene vinylene)s Prepared by ADMET Polymerization
Speros, J. C., Paulsen, B. D., Slowinski, B. S., Frisbie, C. D., & Hillmyer, M. A. (2012) · ACS Macro Letters · doi:10.1021/mz300326k · Cited by 41
Wang, F., Liu, Y., Wan, X., Zhou, J., Long, G., & Chen, Y. (2010) · Macromolecular Chemistry and Physics · doi:10.1002/macp.201000501 · Cited by 8
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Xue, R., Zhang, J., Li, Y., & Li, Y. (2018) · Small · doi:10.1002/smll.201801793 · Cited by 304
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Metadata
- Authors
- Burke, D. J., & Lipomi, D. J.
- Venue
- Energy & Environmental Science
- Publisher
- Royal Society of Chemistry (RSC)
- Published
- 2013
- Volume
- 6
- Issue
- 7
- Pages
- 2053
- ISSN
- 1754-5692 (ISSN-L)
- 1754-5706
- OpenAlex
- W1990848163
- Cited by
- 283
- References
- 88
- FWCI
- 20.57
- Type
- journal article
- Language
- en
- Open access
- hybrid
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