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Niyitanga T, Chaudhary A, Ahmad K, Kim H. Titanium Carbide (Ti 3C 2T x) MXene as Efficient Electron/Hole Transport Material for Perovskite Solar Cells and Electrode Material for Electrochemical Biosensors/Non-Biosensors Applications. MICROMACHINES 2023; 14:1907. [PMID: 37893344 PMCID: PMC10609296 DOI: 10.3390/mi14101907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/30/2023] [Accepted: 10/04/2023] [Indexed: 10/29/2023]
Abstract
Recently, two-dimensional (2D) MXenes materials have received enormous attention because of their excellent physiochemical properties such as high carrier mobility, metallic electrical conductivity, mechanical properties, transparency, and tunable work function. MXenes play a significant role as additives, charge transfer layers, and conductive electrodes for optoelectronic applications. Particularly, titanium carbide (Ti3C2Tx) MXene demonstrates excellent optoelectronic features, tunable work function, good electron affinity, and high conductivity. The Ti3C2Tx has been widely used as electron transport (ETL) or hole transport layers (HTL) in the development of perovskite solar cells (PSCs). Additionally, Ti3C2Tx has excellent electrochemical properties and has been widely explored as sensing material for the development of electrochemical biosensors. In this review article, we have summarized the recent advances in the development of the PSCs using Ti3C2Tx MXene as ETL and HTL. We have also compiled the recent progress in the fabrication of biosensors using Ti3C2Tx-based electrode materials. We believed that the present mini review article would be useful to provide a deep understanding, and comprehensive insight into the research status.
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Affiliation(s)
- Theophile Niyitanga
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Archana Chaudhary
- Department of Chemistry, Medi-Caps University, Indore 453331, Madhya Pradesh, India
| | - Khursheed Ahmad
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
| | - Haekyoung Kim
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan 38541, Republic of Korea
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Li P, Cao X, Li J, Jiao B, Hou X, Hao F, Ning Z, Bian Z, Xi J, Ding L, Wu Z, Dong H. Ligand Engineering in Tin-Based Perovskite Solar Cells. NANO-MICRO LETTERS 2023; 15:167. [PMID: 37395847 PMCID: PMC10317948 DOI: 10.1007/s40820-023-01143-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 06/11/2023] [Indexed: 07/04/2023]
Abstract
Perovskite solar cells (PSCs) have attracted aggressive attention in the photovoltaic field in light of the rapid increasing power conversion efficiency. However, their large-scale application and commercialization are limited by the toxicity issue of lead (Pb). Among all the lead-free perovskites, tin (Sn)-based perovskites have shown potential due to their low toxicity, ideal bandgap structure, high carrier mobility, and long hot carrier lifetime. Great progress of Sn-based PSCs has been realized in recent years, and the certified efficiency has now reached over 14%. Nevertheless, this record still falls far behind the theoretical calculations. This is likely due to the uncontrolled nucleation states and pronounced Sn (IV) vacancies. With insights into the methodologies resolving both issues, ligand engineering-assisted perovskite film fabrication dictates the state-of-the-art Sn-based PSCs. Herein, we summarize the role of ligand engineering during each state of film fabrication, ranging from the starting precursors to the ending fabricated bulks. The incorporation of ligands to suppress Sn2+ oxidation, passivate bulk defects, optimize crystal orientation, and improve stability is discussed, respectively. Finally, the remained challenges and perspectives toward advancing the performance of Sn-based PSCs are presented. We expect this review can draw a clear roadmap to facilitate Sn-based PSCs via ligand engineering.
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Affiliation(s)
- Peizhou Li
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Xiangrong Cao
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Jingrui Li
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Bo Jiao
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Xun Hou
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China
| | - Feng Hao
- School of Materials and Energy, University of Electronic Science and Technology of China, Chengdu, 611731, People's Republic of China
| | - Zhijun Ning
- School of Physical Science and Technology, ShanghaiTech University, Shanghai, 201210, People's Republic of China
| | - Zuqiang Bian
- Beijing National Laboratory for Molecular Sciences, State Key Laboratory of Rare Earth Materials Chemistry and Applications, College of Chemistry and Molecular Engineering, Peking University, Beijing, 100871, People's Republic of China
| | - Jun Xi
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China.
| | - Liming Ding
- Center for Excellence in Nanoscience (CAS), Key Laboratory of Nanosystem and Hierarchical Fabrication (CAS), National Center for Nanoscience and Technology, Beijing, 100190, People's Republic of China.
| | - Zhaoxin Wu
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China.
- Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, 030006, People's Republic of China.
| | - Hua Dong
- Key Laboratory for Physical Electronics and Devices (MoE), Shaanxi Key Lab of Information Photonic Technique, School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, People's Republic of China.
- Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, 030006, People's Republic of China.
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Kumar P, Ahmad K, Mobin SM. Improved photovoltaic performance of Pb-free AgBi 2I 7 based photovoltaics. NANOSCALE ADVANCES 2023; 5:1624-1630. [PMID: 36926577 PMCID: PMC10012855 DOI: 10.1039/d3na00029j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Accepted: 02/09/2023] [Indexed: 06/18/2023]
Abstract
Hybrid perovskites based on bismuth are good candidates for developing lead-free and air-stable photovoltaics, but they have historically been constrained by poor surface morphologies and large band-gap energies. Monovalent silver cations are incorporated into iodobismuthates as part of a novel materials processing method to fabricate improved bismuth-based thin-film photovoltaic absorbers. However, a number of fundamental characteristics prevented them from achieving better efficiency. We examine bismuth iodide perovskite made of silver with improvements in surface morphology and a narrow band gap, and we achieve high power conversion efficiency. AgBi2I7 perovskite was used in the fabrication of PSCs as a material for light absorption, and its optoelectronic proficiencies were also studied. We reduced the band gap to 1.89 eV and achieved a maximum power conversion efficiency of 0.96% using the solvent engineering approach. Additionally, simulation studies verified an efficiency of 13.26% by using AgBi2I7 as a light absorber perovskite material.
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Affiliation(s)
- Praveen Kumar
- Department of Chemistry, Indian Institute of Technology Indore Simrol, Khandwa Road Indore 453552 India
| | - Khursheed Ahmad
- Department of Chemistry, Indian Institute of Technology Indore Simrol, Khandwa Road Indore 453552 India
| | - Shaikh M Mobin
- Department of Chemistry, Indian Institute of Technology Indore Simrol, Khandwa Road Indore 453552 India
- Department of Biosciences and Bio-Medical Engineering, Indian Institute of Technology Indore Simrol, Khandwa Road Indore 453552 India
- Center for Advanced Electronics (CAE), Indian Institute of Technology Indore Simrol, Khandwa Road Indore 453552 India
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Ahmad K, Raza W, Kumar P, Khan MQ, Alsalme A, Kim H. Mechanochemical Synthesis of Lead-Free Perovskite-Like MA 3 Bi 2 I 9 for Photo-Catalytic Hydrogen Production. Chemistry 2023; 29:e202300250. [PMID: 36958938 DOI: 10.1002/chem.202300250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Indexed: 02/17/2023]
Abstract
In this study, a highly air stable and eco-friendly methyl ammonium bismuth iodide (MA3 Bi2 I9 ) perovskite-like material has been prepared. After physiochemical characterizations, the synthesized MA3 Bi2 I9 was utilized as photo-catalyst towards hydrogen production. It is important to design and synthesize lead (Pb)-free perovskite-like material (MA3 Bi2 I9 ) for photo-catalytic hydrogen-production applications. The synthesized MA3 Bi2 I9 exhibits excellent photo-catalytic hydrogen generation with a production rate of 11.43 μmolg-1 h-1 . In the presence of a platinum co-catalyst, the hydrogen production rate further increases to 172.44 μmolg-1 h-1 . The MA3 Bi2 I9 photo-catalyst also demonstrates excellent cyclic stability.
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Affiliation(s)
- Khursheed Ahmad
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea
| | - Waseem Raza
- Department of Chemical Engineering, Indian Institute of Technology Delhi Hauz Khas, New Delhi, 110016, India
- Department of Materials Science and Engineering, WW4-LKO, University of Erlangen-Nuremberg, Martensstrasse 7, 91058, Erlangen, Germany
| | - Praveen Kumar
- Department of Chemistry, Indian Institute of Technology Indore, Simrol, Khandwa Road, 453552, M.P., India
| | - Mohd Quasim Khan
- Department of Chemistry, M.M.D.C, Moradabad, M.J.P. Rohilkhand University, Bareilly, U.P, 244001, India
| | - Ali Alsalme
- Department of Chemistry, College of Science, King Saud University, Riyadh, 11451, Kingdom of Saudi Arabia
| | - Haekyoung Kim
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan, 38541, Republic of Korea
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Optimization of Photovoltaic Performance of Pb-Free Perovskite Solar Cells via Numerical Simulation. Molecules 2022; 28:molecules28010224. [PMID: 36615419 PMCID: PMC9822055 DOI: 10.3390/molecules28010224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 12/13/2022] [Accepted: 12/22/2022] [Indexed: 12/29/2022] Open
Abstract
Recently, the simulation of perovskite solar cells (PSCs) via SCAPS-1D has been widely reported. In this study, we adopted SCAPS-1D as a simulation tool for the numerical simulation of lead-free (Pb-free) PSCs. We used methyl ammonium germanium iodide (MAGeI3) as a light absorber, zinc oxysulphide (ZnOS) as an electron transport layer (ETL), and spiro-OMeTAD as a hole transport layer. Further, the thickness of the ZnOS, MAGeI3, and spiro-OMeTAD layers was optimized. The optimal thicknesses of the ZnOS, MAGeI3, and spiro-OMeTAD layers were found to be 100 nm, 550 nm, and 100 nm, respectively. The optimized MAGeI3-based PSCs exhibited excellent power conversion efficiency (PCE) of 21.62%, fill factor (FF) of 84.05%, and Jsc of 14.51 mA/cm2. A fantastic open circuit voltage of 1.77 V was also obtained using SCAPS-1D. We believe that these theoretically optimized parameters and conditions may help improve the experimental efficiency of MAGeI3-based PSCs in the future.
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Alsalme A, Alsaeedi H. Twenty-Two Percent Efficient Pb-Free All-Perovskite Tandem Solar Cells Using SCAPS-1D. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 13:96. [PMID: 36616007 PMCID: PMC9823386 DOI: 10.3390/nano13010096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 12/11/2022] [Accepted: 12/17/2022] [Indexed: 06/17/2023]
Abstract
Herein, we reported the simulation study of lead (Pb)-free all-perovskite tandem solar cells using SCAPS-1D. Tandem solar cells are comprised of two different cells which are known as the top cell and the bottom cell. We simulated tandem solar cells using methyl ammonium germanium iodide (MAGeI3) as the top subcell absorber layer due to its wide band gap of 1.9 eV. Further, FA0.75MA0.25Sn0.25Ge0.5I3 = FAMASnGeI3 was used as the bottom subcell absorber layer due to its narrow band gap of 1.4 eV. The tandem solar cells were simulated with MAGeI3 as the top cell and FAMASnGeI3 as the bottom subcell using SCAPS-1D. Various electro-transport layers (ETLs) i.e., titanium dioxide, tin oxide, zinc oxide, tungsten trioxide, and zinc selenide, were used to examine the impact of ETL on the efficiency of tandem solar cells. The observations revealed that TiO2 and ZnSe have more suitable band alignment and better charge-extraction/transfer properties. A reasonably improved efficiency of 23.18% and 22.4% have been achieved for TiO2 and ZnSe layer-based tandem solar cells, respectively.
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Ahmad K, Khan MQ, Khan RA, Dagar J, Parmasivam G, Unger E, Kim H. Theoretical and Experimental Investigation of All‐Inorganic CsPbIBr
2
Light‐Absorber‐Layer based Perovskite Solar Cells. ChemistrySelect 2022. [DOI: 10.1002/slct.202203854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Khursheed Ahmad
- School of Materials Science and Engineering Yeungnam University Gyeongsan 38541 Republic of Korea
| | - Mohd Quasim Khan
- Department of Chemistry M.M.D.C Moradabad M.J.P. Rohilkhand University Bareilly, U.P 244001 India
| | - Rais Ahmad Khan
- Department of Chemistry College of Science King Saud University Riyadh 11451 Kingdom of Saudi Arabia
| | - Janardan Dagar
- Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
- Department of Solution-Processed Materials and Devices, HySPRINT Innovation Lab, Helmholtz-Zentrum Berlin Kekuléstraße 5 12489 Berlin Germany
| | - Gopinath Parmasivam
- Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
- Department of Solution-Processed Materials and Devices, HySPRINT Innovation Lab, Helmholtz-Zentrum Berlin Kekuléstraße 5 12489 Berlin Germany
| | - Eva Unger
- Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
- Department of Solution-Processed Materials and Devices, HySPRINT Innovation Lab, Helmholtz-Zentrum Berlin Kekuléstraße 5 12489 Berlin Germany
| | - Haekyoung Kim
- School of Materials Science and Engineering Yeungnam University Gyeongsan 38541 Republic of Korea
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Ahmad K, Raza W, Khan RA, Alsalme A, Kim H. Numerical Simulation of NH 3(CH 2) 2NH 3MnCl 4 Based Pb-Free Perovskite Solar Cells Via SCAPS-1D. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 12:3407. [PMID: 36234533 PMCID: PMC9565589 DOI: 10.3390/nano12193407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 09/19/2022] [Accepted: 09/23/2022] [Indexed: 06/16/2023]
Abstract
Recently, the design and fabrication of lead (Pb)-free perovskite or perovskite-like materials have received great interest for the development of perovskite solar cells (PSCs). Manganese (Mn) is a less toxic element, which may be an alternative to Pb. In this work, we explored the role of NH3(CH2)2NH3MnCl4 perovskite as a light absorber layer via SCAPS-1D. A Pb-free PSC device (FTO/TiO2/NH3(CH2)2NH3MnCl4/spiro-OMeTAD/Au) was simulated via SCAPS-1D software. The simulated Pb-free PSCs (FTO/TiO2/NH3(CH2)2NH3MnCl4/spiro-OMeTAD/Au) showed decent power conversion efficiency (PCE) of 20.19%. Further, the impact of the thickness of absorber (NH3(CH2)2NH3MnCl4), electron transport (TiO2), and hole-transport (spiro-OMeTAD) layers were also investigated. Subsequently, various electron transport layers (ETLs) were also introduced to investigate the role of ETL. In further studies, an NH3(CH2)2NH3MnCl4-based PSC device (FTO/TiO2/NH3(CH2)2NH3MnCl4/spiro-OMeTAD/Au) was also developed (humidity = ~30-40%). The fabricated PSCs displayed an open circuit voltage (Voc) of 510 mV with a PCE of 0.12%.
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Affiliation(s)
- Khursheed Ahmad
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan 38541, Korea
| | - Waseem Raza
- Department of Chemical Engineering, Indian Institute of Technology Delhi, Hauz Khas, New Delhi 110016, India
| | - Rais Ahmad Khan
- Department of Chemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Ali Alsalme
- Department of Chemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Haekyoung Kim
- School of Materials Science and Engineering, Yeungnam University, Gyeongsan 38541, Korea
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Singh A, Hieulle J, Machado JF, Gharabeiki S, Zuo W, Farooq MU, Phirke H, Saliba M, Redinger A. Coevaporation Stabilizes Tin-Based Perovskites in a Single Sn-Oxidation State. NANO LETTERS 2022; 22:7112-7118. [PMID: 35998901 PMCID: PMC9479155 DOI: 10.1021/acs.nanolett.2c02204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/21/2022] [Indexed: 06/15/2023]
Abstract
Chemically processed methylammonium tin-triiodide (CH3NH3SnI3) films include Sn in different oxidation states, leading to poor stability and low power conversion efficiency of the resulting solar cells (PSCs). The development of absorbers with Sn [2+] only has been identified as one of the critical steps to develop all Sn-based devices. Here, we report on coevaporation of CH3NH3I and SnI2 to obtain absorbers with Sn being only in the preferred oxidation state [+2] as confirmed by X-ray photoelectron spectroscopy. The Sn [4+]-free absorbers exhibit smooth highly crystalline surfaces and photoluminescence measurements corroborating their excellent optoelectronic properties. The films show very good stability under heat and light. Photoluminescence quantum yields up to 4 × 10-3 translate in a quasi Fermi-level splittings exceeding 850 meV under one sun equivalent conditions showing high promise in developing lead-free, high efficiency, and stable PSCs.
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Affiliation(s)
- Ajay Singh
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Jeremy Hieulle
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Joana Ferreira Machado
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Sevan Gharabeiki
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Weiwei Zuo
- Institute
for Photovoltaics (IPV), University of Stuttgart, Pfaffenwaldring 47, 70569 Stuttgart, Germany
| | - Muhammad Uzair Farooq
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Himanshu Phirke
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
| | - Michael Saliba
- Institute
for Photovoltaics (IPV), University of Stuttgart, Pfaffenwaldring 47, 70569 Stuttgart, Germany
- Helmholtz
Young Investigator Group FRONTRUNNER, IEK5-Photovoltaik, Forschungszentrum Jülich, 52425, Jülich, Germany
| | - Alex Redinger
- Department
of Physics and Materials Science, University
of Luxembourg, Luxembourg
City L-1511, Luxembourg
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Kumar V, Kumar P, Deka R, Abbas Z, Mobin SM. Recent Development of Morphology-Controlled Hybrid Nanomaterials for Triboelectric Nanogenerator: A Review. CHEM REC 2022; 22:e202200067. [PMID: 35686889 DOI: 10.1002/tcr.202200067] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 05/24/2022] [Indexed: 11/09/2022]
Abstract
Being cognizant of modern electronic devices, the scientists are continuing to investigate renewable green-energy resources for a decade. Amid different energy harvesting systems, the triboelectric nanogenerators (TENGs) have been found to be the most promising mechanical harvesting technology and have drawn attention to generate electrical energy. Thanks to its instant output power, choice to opt for wide-ranging materials, low maintenance cost, easy fabrication process and environmentally friendly nature. Due to numerous working modes of TENGs, it is dedicated to desired application at ambient conditions. In this review, an advance correlation of TENGs have been explained based on the variety of nanostructures, including 0D, 1D, 2D, 3D, metal organic frameworks (MOFs), coordination polymers (CPs), covalent organic frameworks (COFs), and perovskite materials. Moreover, an overview of previous and current perspectives of various nanomaterials, synthesis, fabrication and their applications in potential fields have been discussed in detail.
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Affiliation(s)
- Viresh Kumar
- Department of Chemistry, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India
| | - Praveen Kumar
- Department of Chemistry, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India
| | - Rakesh Deka
- Department of Chemistry, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India
| | - Zahir Abbas
- Department of Chemistry, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India
| | - Shaikh M Mobin
- Department of Chemistry, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India.,Department of Bioscience and Bio-Medical Engineering, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India.,Center for Electric Vehicle and Intelligent Transport Systems, Indian Institute of Technology, Indore, Simrol, Khandwa Road, Indore 453552, India
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