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Enhancing Light-Harvesting with Luminescent Waveguide-Encoded Lattices

2023· article· en· W4392704807 on OpenAlexaffabout
Rachel C. Evans, Takashi Lawson, H. GARCIA, Kathryn A. Benincasa, Kalaichelvi Saravanamuttu

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicPhotonic and Optical Devices
Canadian institutionsMcMaster University
Fundersnot available
KeywordsLuminescenceWaveguideOptoelectronicsComputer scienceMaterials science

Abstract

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Enhancing Light-Harvesting with Luminescent Waveguide-Encoded LatticesRachel Evans a, Takashi Lawson a, Helen Tunstall-Garcia a, Kathryn Benincasa b, Kalaichelvi Saravanamuttu ba Department of Materials Science and Metallurgy, University of Cambridge; Cambridge, UKb Department of Chemistry and Chemical Biology, McMaster University, 1280 Main St. W., Hamilton, Ontario L8S 4M1, CanadaMaterials for Sustainable Development Conference (MATSUS)Proceedings of MATSUS Spring 2024 Conference (MATSUS24)#ProMatSol - Exploring Material Properties for Advanced Solar Energy ApplicationsBarcelona, Spain, 2024 March 4th - 8thOrganizers: Marina Freitag and Elizabeth GibsonInvited Speaker, Rachel Evans, presentation 368DOI: https://doi.org/10.29363/nanoge.matsus.2024.368Publication date: 18th December 2023The Internet of Things (IoT) underpins our future smart world where various electronic devices will be integrated with, and controlled by, wireless communication.[1] Many of these devices will be standalone or portable, creating an urgent demand for off-grid power sources. Solar photovoltaic (PV) cells are viable alternatives to batteries as perpetual power sources for IoT devices. However, crystalline silicon (c-Si) PV cells (which currently account for 95% of the global PV market) are not designed to work with diffuse, artificial indoor light-emitting diode (LED) lighting and perform poorly under these conditions.[2] Luminescent waveguide-encoded lattices (LWELs) are a new class of photonic material that have recently been proposed to compensate for the limitations of c-Si PV cells for indoor PV.[3,4] LWELs consist of a thin (ca. 1 mm) luminescent polymer film encoded with a patterned array of discrete waveguides. The waveguide array is formed through the self-trapping of incident beams of light within a photopolymerisable matrix. This leads to the permanent inscription of polychromatic cylindrical waveguide channels within the polymer matrix, which impart LWELs with an exceptionally wide field-of-view (80% enhancement shown previously[5]). The LWEL is retrofitted to the top surface of a PV cell to enhance light collection. While the optical and materials properties of non-emissive WELs are reasonably well-understood [5,6], the inclusion of a luminophore can complicate the self-trapping processes that led formation of the waveguide channels. In this talk, the relationship between the photopolymerization kinetics, materials composition and optical properties of LWELs will be discussed, with a view to understanding the design rules that underpin efficient performance upon integration with PV cells. References:[1] V. Pecunia, L. G. Occhipinti and R. L. Z. Hoye, Emerging Indoor Photovoltaic Technologies for Sustainable Internet of Things, Adv Energy Mater, 2021, 11, 2100698.[2] V. Bahrami-Yekta and T. Tiedje, Limiting efficiency of indoor silicon photovoltaic devices, Opt. Express, 2018, 26, 28238–28248.[3] N. Ding and I. D. Hosein, Fluorescent Waveguide Lattices for Enhanced Light Harvesting and Solar Cell Performance, ACS Appl. Energy Mater. 2023, 6, 6646−6655[4] H. Lin, I. D. Hosein, K. A. Benincasa and K. Saravanamuttu, A Slim Polymer Film with a Seamless Panoramic Field of View: The Radially Distributed Waveguide Encoded Lattice (RDWEL), Adv Opt Mater, 2019, 7, 1801091.[5] I. D. Hosein, H. Lin, M. R. Ponte, D. K. Basker, M. A. Brook and K. Saravanamuttu, Waveguide Encoded Lattices (WELs): Slim Polymer Films with Panoramic Fields of View (FOV) and Multiple Imaging Functionality, Adv Funct Mater, 2017, 27, 1702242.Acknowledgements:This work was funded by the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (Grant Agreement No. 818762 - SPECTRACON), the EPSRC (Grant EP/V048953/1) and the Isaac Newton Trust. © FUNDACIO DE LA COMUNITAT VALENCIANA SCITOnanoGe is a prestigious brand of successful science conferences that are developed along the year in different areas of the world since 2009. Our worldwide conferences cover cutting-edge materials topics like perovskite solar cells, photovoltaics, optoelectronics, solar fuel conversion, surface science, catalysis and two-dimensional materials, among many others.nanoGe Fall MeetingnanoGe Fall Meeting (NFM) is a multiple symposia conference celebrated yearly and focused on a broad set of topics of advanced materials preparation, their fundamental properties, and their applications, in fields such as renewable energy, photovoltaics, lighting, semiconductor quantum dots, 2-D materials synthesis, charge carriers dynamics, microscopy and spectroscopy semiconductors fundamentals, etc.nanoGe Spring MeetingThis conference is a unique series of symposia focused on advanced materials preparation and fundamental properties and their applications, in fields such as renewable energy (photovoltaics, batteries), lighting, semiconductor quantum dots, 2-D materials synthesis and semiconductors fundamentals, bioimaging, etc.International Conference on Hybrid and Organic PhotovoltaicsInternational Conference on Hybrid and Organic Photovoltaics (HOPV) is celebrated yearly in May. The main topics are the development, function and modeling of materials and devices for hybrid and organic solar cells. The field is now dominated by perovskite solar cells but also other hybrid technologies, as organic solar cells, quantum dot solar cells, and dye-sensitized solar cells and their integration into devices for photoelectrochemical solar fuel production.Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and OptoelectronicsThe main topics of the Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and Optoelectronics (IPEROP) are discussed every year in Asia-Pacific for gathering the recent advances in the fields of material preparation, modeling and fabrication of perovskite and hybrid and organic materials. Photovoltaic devices are analyzed from fundamental physics and materials properties to a broad set of applications. The conference also covers the developments of perovskite optoelectronics, including light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.International Conference on Perovskite Thin Film Photovoltaics Perovskite Photonics and OptoelectronicsThe International Conference on Perovskite Thin Film Photovoltaics Perovskite Photonics and Optoelectronics (NIPHO) is the best place to hear the latest developments in perovskite solar cells as well as on recent advances in the fields of perovskite light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.

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How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.220
Teacher spread0.208 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2023
Admission routes2
Has abstractyes

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