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Liu T, Chen L, Wang X, Cooper AI. Screening potential dye sensitizers for water splitting photocatalysts using a genetic algorithm. Phys Chem Chem Phys 2024; 26:16847-16858. [PMID: 38832434 DOI: 10.1039/d4cp01487a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/05/2024]
Abstract
Addressing the global fossil energy crisis necessitates the efficient utilization of sustainable energy sources. Hydrogen, a green fuel, can be generated using sunlight, water, and a photocatalyst. Employing sensitizers holds promise for enhancing photocatalyst performance, enabling high rates of hydrogen evolution through increased visible light absorption. However, sifting through millions of diverse molecules to identify suitable dyes for specific photocatalysts poses a significant challenge. In this study, we integrate genetic algorithm and geometry-frequency-noncovalent extended tight binding methods to efficiently screen 2.6 million potential sensitizers with a D-π-A-π-AA structure within a short timeframe. Subsequently, these optimized sensitizers are rigorously reassessed by using DFT/TDDFT methods, elucidating why they may serve as superior dyes compared to the reference dye WS5F, particularly in terms of light absorption, driving force, binding energy, etc. Additionally, our methodology uncovers molecular motifs of particular interest, including the furan π-bridge and the double cyano anchoring acceptor, which are prevalent in the most promising set of molecules. The developed genetic algorithm workflow and dye design principles can be extended to various compelling projects, such as dye-sensitized solar cells, organic photovoltaics, photo-induced redox reactions, pharmaceuticals, and beyond.
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Affiliation(s)
- Tao Liu
- Department of Chemistry and Materials Innovation Factory, Leverhulme Research Centre for Functional Materials Design, University of Liverpool, 51 Oxford Street, Liverpool, L7 3NY, UK.
| | - Linjiang Chen
- School of Chemistry and School of Computer Science, University of Birmingham, Birmingham, B15 2TT, UK.
| | - Xiaoyan Wang
- Department of Chemistry and Materials Innovation Factory, Leverhulme Research Centre for Functional Materials Design, University of Liverpool, 51 Oxford Street, Liverpool, L7 3NY, UK.
| | - Andrew I Cooper
- Department of Chemistry and Materials Innovation Factory, Leverhulme Research Centre for Functional Materials Design, University of Liverpool, 51 Oxford Street, Liverpool, L7 3NY, UK.
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Consiglio G, Gorcyński A, Petralia S, Forte G. Computational study of linear carbon chain based organic dyes for dye sensitized solar cells. RSC Adv 2023; 13:1019-1030. [PMID: 36686920 PMCID: PMC9811357 DOI: 10.1039/d2ra06767f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 12/13/2022] [Indexed: 01/06/2023] Open
Abstract
Spectroscopic, electronic and electron injection properties of a new class of linear carbon chain (LCC) based organic dyes have been investigated, by means of density functional theory (DFT) and time-dependent density functional theory (TDDFT), for application in dye-sensitized solar cells (DSSCs). The photophysical properties of LCC-based dyes are tuned by changing the length of the linear carbon chain; UV/VIS absorption is red-shifted with increasing LCC length whereas oscillator strength and electron injection properties are reduced. Excellent nonlinear optical properties are predicted in particular for PY-N4 and PY-S4 dyes in the planar conformation. Results indicate that a LCC-bridge produces better results compared to benzene and thiophene bridges. Simulations of I--Dye@(TiO2)14 and Dye@(TiO2)14 anatase complexes indicate that designed dyes inject electrons efficiently into the TiO2 surface and can be regenerated by electron transfer from the electrolyte. Superior properties in terms of efficiency are shown by compounds with a pyrrole ring as the donor group and PY-3N is expected to be a promising candidate for applications, however all the investigated dyes could provide a good performance in solar energy conversion. Our study demonstrates that computational design can provide a significant contribution to experimental work; we expect this study will contribute to future developments to identify new and highly efficient sensitizers.
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Affiliation(s)
- Giuseppe Consiglio
- Department of Chemical Science University of Catania Via S. Sofia 64 95125 Italy
| | - Adam Gorcyński
- Faculty of Chemistry, Adam Mickiewicz University Uniwersytetu Poznańskiego 8 61-614 Poznań Poland
| | - Salvatore Petralia
- Department of Drug Science and Health University of Catania Via S. Sofia 64 95125 Italy
| | - Giuseppe Forte
- Department of Drug Science and Health University of Catania Via S. Sofia 64 95125 Italy
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The Structural and Optical Properties of 1,2,4-Triazolo[4,3- a]pyridine-3-amine. Molecules 2022; 27:molecules27030721. [PMID: 35163987 PMCID: PMC8838196 DOI: 10.3390/molecules27030721] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 01/17/2022] [Accepted: 01/18/2022] [Indexed: 11/17/2022] Open
Abstract
The structural and spectroscopic properties of a new triazolopyridine derivative (1,2,4-triazolo[4,3-a]pyridin-3-amine) are described in this paper. Its FTIR spectrum was recorded in the 100–4000 cm−1 range and its FT-Raman spectrum in the range 80–4000 cm−1. The molecular structure and vibrational spectra were analyzed using the B3LYP/6-311G(2d,2p) approach and the GAUSSIAN 16W program. The assignment of the observed bands to the respective normal modes was proposed on the basis of PED calculations. XRD studies revealed that the studied compound crystallizes in the centrosymmetric monoclinic space group P21/n with eight molecules per unit cell. However, the asymmetric unit contains two 1,2,4-triazolo[4,3-a]pyridin-3-amine molecules linked via N–H⋯N hydrogen bonds with a R22(8) graph. The stability of the studied molecule was considered using NBO analysis. Electron absorption and the luminescence spectra were measured and discussed in terms of the calculated singlet, triplet, HOMO and LUMO electron energies. The Stokes shifts derived from the optical spectra were equal to 9410 cm−1 for the triazole ring and 7625 cm−1 for the pyridine ring.
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Santhini PV, V. J, Pradhan SC, Lingamoorthy S, P. R. N, M. V. C, Mishra RK, K. N. NU, John J, Soman S. Indolo[3,2-b]indole donor-based D–π–A dyes for DSCs: investigating the role of π-spacers towards recombination. NEW J CHEM 2019. [DOI: 10.1039/c8nj04561e] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
A detailed investigation of recombination, employing novel indolo[3,2-b]indole donor-based organic D–π–A dyes with variable π-spacers, using various perturbation techniques.
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Carella A, Borbone F, Centore R. Research Progress on Photosensitizers for DSSC. Front Chem 2018; 6:481. [PMID: 30364239 PMCID: PMC6193062 DOI: 10.3389/fchem.2018.00481] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 09/20/2018] [Indexed: 12/02/2022] Open
Abstract
Dye sensitized solar cells (DSSC) are considered one of the most promising photovoltaic technologies as an alternative to traditional silicon-based solar cells, for their compatibility with low-cost production methods, their peculiar optical and mechanical properties and the high indoor efficiency. Photosensitizers represent one of the most important components of a DSSC device and probably the most thoroughly investigated in the last twenty years, with thousands of dyes that have been proposed and tested for this kind of application. In this review we aimed to provide an overview of the three main classes of DSSC photosensitizers, namely ruthenium(II) polypyridyl complexes, Zn-porphyrin derivatives and metal-free organic dyes. After a brief introduction about the architecture and operational principles of a DSSC and the state of the art of the other main components of this type of device, we focused our discussion on photosensitizers. We have defined the numerous requirements DSSC photosensitizers should satisfy and have provided an overview of their historical development over the years; by examining specific dyes reported in the literature, we attempted to highlight the molecular design strategies that have been established for the optimization of their performance in real devices both in terms of efficiency (which recently reaches an outstanding 14.3%) and operational stability. Finally, we discussed, in the last section, the possible future developments of this intriguing technology.
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Affiliation(s)
- Antonio Carella
- Chemical Sciences Department, University of Naples Federico II, Naples, Italy
| | - Fabio Borbone
- Chemical Sciences Department, University of Naples Federico II, Naples, Italy
| | - Roberto Centore
- Chemical Sciences Department, University of Naples Federico II, Naples, Italy
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Dymińska L, Janczak J, Sheweshen KSM, Lorenc J, Hanuza J. Crystal and molecular structures, temperature dependence of the IR and Raman spectra and vibrational dynamics of aquo 4,6-dimethyl-5H-[1,2,3]triazolo[4,5-c]pyridine in a new zwitterionic form. J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2017.05.072] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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T-shaped (D)2–A–π–A type sensitizers incorporating indoloquinoxaline and triphenylamine for organic dye-sensitized solar cells. Electrochim Acta 2017. [DOI: 10.1016/j.electacta.2017.02.166] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Hosseinzadeh E, Hadipour NL, Parsafar G. A computational investigation on the influence of different π spacer groups in the bithiazole-based organic dye sensitizers on the short-circuit photocurrent densities of dye-sensitized solar cells. J Photochem Photobiol A Chem 2017. [DOI: 10.1016/j.jphotochem.2016.10.010] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Wang J, Liu K, Ma L, Zhan X. Triarylamine: Versatile Platform for Organic, Dye-Sensitized, and Perovskite Solar Cells. Chem Rev 2016; 116:14675-14725. [DOI: 10.1021/acs.chemrev.6b00432] [Citation(s) in RCA: 351] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jiayu Wang
- Department
of Materials Science
and Engineering, College of Engineering, Key Laboratory of Polymer
Chemistry and Physics of Ministry of Education, Peking University, Beijing 100871, P. R. China
| | - Kuan Liu
- Department
of Materials Science
and Engineering, College of Engineering, Key Laboratory of Polymer
Chemistry and Physics of Ministry of Education, Peking University, Beijing 100871, P. R. China
| | - Lanchao Ma
- Department
of Materials Science
and Engineering, College of Engineering, Key Laboratory of Polymer
Chemistry and Physics of Ministry of Education, Peking University, Beijing 100871, P. R. China
| | - Xiaowei Zhan
- Department
of Materials Science
and Engineering, College of Engineering, Key Laboratory of Polymer
Chemistry and Physics of Ministry of Education, Peking University, Beijing 100871, P. R. China
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Palladium catalyzed direct coupling of 5-bromo-2-furaldehyde with furfural and thiophene derivatives. Tetrahedron Lett 2016. [DOI: 10.1016/j.tetlet.2016.09.097] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Chaurasia S, Lin JT. Metal-Free Sensitizers for Dye-Sensitized Solar Cells. CHEM REC 2016; 16:1311-36. [DOI: 10.1002/tcr.201500288] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2015] [Indexed: 11/10/2022]
Affiliation(s)
- Sumit Chaurasia
- Institute of Chemistry Academia Sinica; Nankang, Taipei-115 (Taiwan)
| | - Jiann T. Lin
- Institute of Chemistry Academia Sinica; Nankang, Taipei-115 (Taiwan)
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Chen Q, Wu N, Liu Y, Li X, Liu B. Twisted coumarin dyes for dye-sensitized solar cells with high photovoltage: adjustment of optical, electrochemical, and photovoltaic properties by the molecular structure. RSC Adv 2016. [DOI: 10.1039/c6ra17930d] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
A rational twisted and curved structure is greatly preferred for obtaining high photovoltage even without co-adsorbent, providing a powerful strategy for the future development of organic sensitizers with high photovoltage.
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Affiliation(s)
- Qinghua Chen
- College of Chemistry and Material Science
- Hebei Normal University
- Shijiazhuang 050024
- P. R. China
| | - Nan Wu
- College of Chemistry and Material Science
- Hebei Normal University
- Shijiazhuang 050024
- P. R. China
| | - Yanyan Liu
- College of Chemistry and Material Science
- Hebei Normal University
- Shijiazhuang 050024
- P. R. China
| | - Xiaoyan Li
- College of Chemistry and Material Science
- Hebei Normal University
- Shijiazhuang 050024
- P. R. China
| | - Bo Liu
- College of Chemistry and Material Science
- Hebei Normal University
- Shijiazhuang 050024
- P. R. China
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