PHOTOVOLTAICS LITERATURE SURVEY (No. 185)

Progress in Photovoltaics: Research and Applications(2023)

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摘要
In order to help readers stay up-to-date in the field, each issue of Progress in Photovoltaics will contain a list of recently published journal articles that are most relevant to its aims and scope. This list is drawn from an extremely wide range of journals, including IEEE Journal of Photovoltaics, Solar Energy Materials and Solar Cells, Renewable Energy, Renewable and Sustainable Energy Reviews, Journal of Applied Physics, and Applied Physics Letters. To assist readers, the list is separated into broad categories, but please note that these classifications are by no means strict. Also note that inclusion in the list is not an endorsement of a paper's quality. If you have any suggestions please email Ziv Hameiri at [email protected]. Parikh N, Akin S, Kalam A, et al Probing the low-frequency response of impedance spectroscopy of halide perovskite single crystals using machine learning. Acs Applied Materials and Interfaces 2023; 15(23): 27801–27,808. Du HQ, Jiang Y, Rothmann MU, et al Transmission electron microscopy studies of organic–inorganic hybrid perovskites: Advances, challenges, and prospects. Applied Physics Reviews 2023; 10(2): 021314. El Ainaoui K, Zaimi M, Assaid EM. Innovative approaches to extract double-diode model physical parameters of a PV module serving outdoors under real-world conditions. Energy Conversion and Management 2023; 292: 117365. Korovin A, Vasilev A, Egorov F, et al Anomaly detection in electroluminescence images of heterojunction solar cells. Solar Energy 2023; 259: 130–136. Panigrahi J, Pandey A, Bhattacharya S, et al Impedance spectroscopy of amorphous/crystalline silicon heterojunction solar cells under dark and illumination. Solar Energy 2023; 259: 165–173. Dwivedi P, Weber JW, Lee Chin R, et al Deep learning method for enhancing luminescence image resolution. Solar Energy Materials and Solar Cells 2023; 257: 112357. Vallerotto G, Martín F, Macías J, et al Collimated solar simulator for curved PV modules characterization. Solar Energy Materials and Solar Cells 2023; 258: 112418. Zhang HH, Zhang LP, Liu WZ, et al Influence of intrinsic amorphous silicon passivation layer on the dark-state stability of SHJ cells. Applied Physics Letters 2023; 122(18): 182101. Hammann B, Assmann N, Weiser PM, et al The impact of different hydrogen configurations on light- and elevated-temperature- induced degradation. IEEE Journal of Photovoltaics 2023; 13(2): 224–235. Rocha D, Alves J, Lopes V, et al Multidefect detection tool for large-scale PV plants: Segmentation and classification. IEEE Journal of Photovoltaics 2023; 13(2): 291–295. Hao B, Song YM, Jiang CH, et al Comparing single-, double- and triple-layer anti-reflection coatings for ultra-low reflectance in silicon heterojunction solar cells. Japanese Journal of Applied Physics 2023; 62(6): 061002. Geng Q, Wang Z, Liu Z, et al Construction of V2Ox/Si heterojunction and carrier-assisted collection for high-efficiency silicon solar cells. Materials Today Energy 2023; 34: 101317. Liu WZ, Liu YJ, Yang ZQ, et al Flexible solar cells based on foldable silicon wafers with blunted edges. Nature 2023; 617(7962): 717. Arriaga Arruti O, Virtuani A, Ballif C. Long-term performance and reliability of silicon heterojunction solar modules. Progress in Photovoltaics: Research and Applications 2023; 31(7): 664–677. Lohmüller E, Baliozian P, Gutmann L, et al TOPCon shingle solar cells: Thermal laser separation and passivated edge technology. Progress in Photovoltaics: Research and Applications 2023; 31(7): 729–737. Lin N, Yang Z, Du H, et al Excellent surface passivation of p-type TOPCon enabled by ozone-gas oxidation with a single-sided saturation current density of ∼ 4.5 fA/cm2. Solar Energy 2023; 259: 348–355. Abdul Fattah TO, Markevich VP, Gomes D, et al Interactions of hydrogen atoms with boron and gallium in silicon crystals co-doped with phosphorus and acceptors. Solar Energy Materials and Solar Cells 2023; 259: 112447. Chen H, Zhang J, Hu D, et al Improving quality of cast monocrystalline Si ingot with seed crystal strips and graphite soft felt. Solar Energy Materials and Solar Cells 2023; 258: 112416. Chen N, Tune D, Buchholz F, et al Stable passivation of cut edges in encapsulated n-type silicon solar cells using Nafion polymer. Solar Energy Materials and Solar Cells 2023; 258: 112401. Du H, Wang T, Liu W, et al 24.18% efficiency TOPCon solar cells enabled by super hydrophilic carbon-doped polysilicon films combined with plated metal fingers. Solar Energy Materials and Solar Cells 2023; 257: 112393. Feng B, Liu Y, Chen W, et al Differently shaped Ag crystallites and four current transport paths at sintered Ag/Si interface of crystalline silicon solar cells. Solar Energy Materials and Solar Cells 2023; 257: 112381. Hammann B, Aßmann N, Schön J, et al Understanding the impact of the cooling ramp of the fast-firing process on light- and elevated-temperature-induced degradation. Solar Energy Materials and Solar Cells 2023; 259: 112462. Linke J, Hoß J, Buchholz F, et al Influence of the annealing temperature of (n) poly-Si/SiOx passivating contacts on their firing stability. Solar Energy Materials and Solar Cells 2023; 258: 112415. Ma S, Liao B, Qiao FY, et al 24.7% industrial tunnel oxide passivated contact solar cells prepared through tube PECVD integrating with plasma-assisted oxygen oxidation and in-situ doped polysilicon. Solar Energy Materials and Solar Cells 2023; 257: 112396. Wang Q, Peng H, Gu S, et al High-efficiency n-TOPCon bifacial solar cells with selective poly-Si based passivating contacts. Solar Energy Materials and Solar Cells 2023; 259: 112458. Wen L, Zhao L, Wang G, et al Beyond 25% efficient crystalline silicon heterojunction solar cells with hydrogenated amorphous silicon oxide stacked passivation layers for rear emitter. Solar Energy Materials and Solar Cells 2023; 258: 112429. Wratten A, Pain SL, Yadav A, et al Exploring hafnium oxide's potential for passivating contacts for silicon solar cells. Solar Energy Materials and Solar Cells 2023; 259: 112457. Xing H, Liu Z, Yang Z, et al Plasma treatment for chemical SiOx enables excellent passivation of p-type polysilicon passivating contact featuring the lowest J0 of ∼6 fA/cm2. Solar Energy Materials and Solar Cells 2023; 257: 112354. Zhou J, Zhang J, Lv B. Firing behavior of lead-containing and lead-free metallization silver paste for monocrystalline silicon solar cells. Solar Energy Materials and Solar Cells 2023; 259: 112439. Zhou Y, Jia C, Lu K, et al Energy-efficient colorful silicon photovoltaic modules driven by transparent-colored radiative cooling. Solar Energy Materials and Solar Cells 2023; 259: 112459. Babics M, Bristow H, Pininti AR, et al Temperature coefficients of perovskite/silicon tandem solar cells. Acs Energy Letters 2023; 8(7): 3013–3,015. Chiang YH, Frohna K, Salway H, et al Vacuum-deposited wide-bandgap perovskite for all-perovskite tandem solar cells. Acs Energy Letters 2023; 8(6): 2728–2,737. Chittiboina GV, Singareddy A, Agarwal A, et al Intrinsic degradation-dependent energy yield estimates for perovskite/silicon tandem solar cells under field conditions. Acs Energy Letters 2023; 8(7): 2927–2,934. Xu LJ, Xu FZ, Liu J, et al Bandgap optimization for bifacial tandem solar cells. Acs Energy Letters 2023; 8(7): 3114–3,121. Wang XL, Ying ZQ, Zheng JM, et al Long-chain anionic surfactants enabling stable perovskite/silicon tandems with greatly suppressed stress corrosion. Nature Communications 2023; 14(1): 2166. Wang YR, Lin RX, Wang XY, et al Oxidation-resistant all-perovskite tandem solar cells in substrate configuration. Nature Communications 2023; 14(1): 1819. Gayathri RD, Lakshman C, Kim H, et al Multifunctional narrow band gap terpolymer-enabled high-performance dopant-free perovskite and additive-free organic solar cells with long-term stability. Acs Applied Materials and Interfaces 2023; 15(26): 31514–31,524. Guan H, Liao QG, Huang TH, et al Solid additive enables organic solar cells with efficiency up to 18.6%. Acs Applied Materials and Interfaces 2023; 15(21): 25774–25,782. Kaienburg P, Bristow H, Jungbluth A, et al Vacuum-deposited donors for low-voltage-loss nonfullerene organic solar cells. Acs Applied Materials and Interfaces 2023; 15(26): 31684–31,691. Zhang L, Yang F, Deng W, et al Organic–inorganic hybrid cathode interlayer for efficient flexible inverted organic solar modules. Applied Physics Letters 2023; 122(26): 263903. Zhou H, Zhang L, Ma XL, et al Approaching 18% efficiency of ternary layer-by-layer polymer solar cells with alloyed acceptors. Chemical Engineering Journal 2023; 462: 142327. Chen ZH, Yao HF, Wang JW, et al Restrained energetic disorder for high-efficiency organic solar cells via a solid additive. Energy and Environmental Science 2023; 16(6): 2637–2,645. Chen ZY, Zhu JT, Yang DB, et al Isomerization strategy on a non-fullerene guest acceptor for stable organic solar cells with over 19% efficiency. Energy and Environmental Science 2023; 16(7): 3119–3,127. Ma RJ, Jiang XY, Fu JH, et al Revealing the underlying solvent effect on film morphology in high-efficiency organic solar cells through combined ex situ and in situ observations. Energy and Environmental Science 2023; 16(5): 2316–2,326. Huang YZ, Si XD, Wang RH, et al A polymer acceptor with grafted small molecule acceptor units for high-efficiency organic solar cells. Journal of Materials Chemistry A 2023; 11(27): 14768–14,775. Gu CT, Zhao Y, Liu B, et al Regioregular polymerized small-molecule acceptors for high-performance all-polymer solar cells. Journal of Materials Chemistry C 2023; 11(27): 9082–9,092. Li ZX, Jiang CZ, Chen X, et al Side-chain modification of non-fullerene acceptors for organic solar cells with efficiency over 18%. Journal of Materials Chemistry C 2023; 11(21): 6920–6,927. Wan QP, Seo S, Lee SW, et al High-performance intrinsically stretchable polymer solar cell with record efficiency and stretchability enabled by thymine-functionalized terpolymer. Journal of the American Chemical Society 2023; 145(22): 11914–11,920. Tsao CS, Chuang CM, Cha HC, et al Lab-to-Fab development and long-term greenhouse test of stable flexible semitransparent organic photovoltaic module. Materials Today Energy 2023; 36: 101340. An K, Zhong WK, Peng F, et al Mastering morphology of non-fullerene acceptors towards long-term stable organic solar cells. Nature Communications 2023; 14(1): 2688. Lai X, Chen SY, Gu XY, et al Phenanthroline-carbolong interface suppress chemical interactions with active layer enabling long-time stable organic solar cells. Nature Communications 2023; 14(1): 3571. Liu B, Sun HL, Lee JW, et al Efficient and stable organic solar cells enabled by multicomponent photoactive layer based on one-pot polymerization. Nature Communications 2023; 14(1): 967. Galdino JJB, Vilela OdC, Fraidenraich N, et al Evaluation of front and backside performances of a large surface organic photovoltaic module under bifacial illumination. Solar Energy Materials and Solar Cells 2023; 257: 112359. Bae JH, Jeon HJ, Cho SH, et al Efficiency improvement of dye-sensitized solar cells using Cu,Co/TiO2 photoelectrodes doped by applying ultrasonic treatment. Applied Surface Science 2023; 621: 156823. Speranza R, Reina M, Zaccagnini P, et al Laser-induced graphene as a sustainable counter electrode for DSSC enabling flexible self-powered integrated harvesting and storage device for indoor application. Electrochimica Acta 2023; 460: 142614. Chumwangwapee N, Suksri A, Wongwuttanasatian T. Investigation of bi-colour natural dyes potential for dye sensitized solar cell. Energy Reports 2023; 9: 415–421. Kaur N, Syed FM, Fina J, et al Ag reflectors: An effective approach to improve light harvesting in dye sensitized solar cells. IEEE Journal of Photovoltaics 2023; 13(2): 250–253. Jagadeesh A, Veerappan G, Devi PS, et al Synergetic effect of TiO2/ZnO bilayer photoanodes realizing exceptionally high VOC for dye-sensitized solar cells under outdoor and indoor illumination. Journal of Materials Chemistry A 2023; 11(27): 14748–14,759. Bifari EN, Almeida P, El-Shishtawy RM. Advancing panchromatic effect for efficient sensitization of cyanine and hemicyanine-based dye-sensitized solar cells. Materials Today Energy 2023; 36: 101337. He Y, Yue G, Huo J, et al A dye-sensitized solar cells with an efficiency of 10.01% based on the MoP/MoNiP2@Ti3C2 composite counter electrode. Materials Today Sustainability 2023; 22: 100329. Dong JJ, Yan SH, Chen HY, et al Approaching full-scale passivation in perovskite solar cells via valent-variable carbazole cations. Acs Energy Letters 2023; 8(6): 2772–2,780. Kedia M, Rai M, Phirke H, et al Light makes right: Laser polishing for surface modification of perovskite solar cells. Acs Energy Letters 2023; 8(6): 2603–2,610. Li MY, Park SY, Wang JX, et al Nickel-doped graphite and fusible alloy bilayer back electrode for vacuum-free perovskite solar cells. Acs Energy Letters 2023; 8(7): 2940–2,945. Martani S, Zhou Y, Poli I, et al Defect engineering to achieve photostable wide bandgap metal halide perovskites. Acs Energy Letters 2023; 8(6): 2801–2,808. Zhang X, Qiu WM, Apergi S, et al Minimizing the interface-driven losses in inverted perovskite solar cells and modules. Acs Energy Letters 2023; 8(6): 2532–2,542. An MW, Li BL, Chen BW, et al Star-like, dopant-free, corannulene-cored hole transporting materials for efficient inverted perovskite solar cells. Chemical Engineering Journal 2023; 470: 144056. Lv Y, Wang K, Lan A, et al Low-photovoltage-loss pringting perovskite solar cells in ambient air through ink synergistic engineering. Chemical Engineering Journal 2023; 469: 143909. Wang R, Altujjar A, Zibouche N, et al Improving the efficiency and stability of perovskite solar cells using pi-conjugated aromatic additives with differing hydrophobicities. Energy and Environmental Science 2023; 16(6): 2646–2,657. Jeong MJ, Moon CS, Lee S, et al Boosting radiation of stacked halide layer for perovskite solar cells with efficiency over 25%. Joule 2023; 7(1): 112–127. Afroz MA, Singh A, Gupta RK, et al Design potential and future prospects of lead-free halide perovskites in photovoltaic devices. Journal of Materials Chemistry A 2023; 11(25): 13133–13,173. Kim JH, Kang DH, Lee DN, et al Effect of functional groups in passivating materials on stability and performance of perovskite solar cells. Journal of Materials Chemistry A 2023; 11(27): 15014–15,021. Duijnstee EA, Gallant BM, Holzhey P, et al Understanding the degradation of methylenediammonium and its role in phase-stabilizing formamidinium lead triiodide. Journal of the American Chemical Society 2023; 145(18): 10275–10,284. Winkless L. Enhancing the stability of perovskite solar cells under stress. Materials Today 2023; 64: 8–9. Pu XY, Zhao JS, Li YJ, et al Stable NiOx-based inverted perovskite solar cells achieved by passivation of multifunctional star polymer. Nano Energy 2023; 112: 108506. Yang Y, Liu L, Li JX, et al Ambient-aging process enables enhanced efficiency for wide-bandgap perovskite solar cells. Nano Energy 2023; 109: 108288. Jiang NR, Zhang HW, Liu YF, et al Transfer-imprinting-assisted growth of 2D/3D perovskite heterojunction for efficient and stable flexible inverted perovskite solar cells. Nano Letters 2023; 23(13): 6116–6,123. Zhang H, Lee JW, Nasti G, et al Lead immobilization for environmentally sustainable perovskite solar cells. Nature 2023; 617(7962): 687–695. Wang T, Yang JB, Cao Q, et al Room temperature nondestructive encapsulation via self-crosslinked fluorosilicone polymer enables damp heat-stable sustainable perovskite solar cells. Nature Communications 2023; 14(1): 1342. Li CW, Wang XM, Bi EB, et al Rational design of Lewis base molecules for stable and efficient inverted perovskite solar cells. Science 2023; 379(6633): 690–694. Peng W, Mao KT, Cai FC, et al Reducing nonradiative recombination in perovskite solar cells with a porous insulator contact. Science 2023; 379(6633): 683–690. Zhang S, Ye FY, Wang XY, et al Minimizing buried interfacial defects for efficient inverted perovskite solar cells. Science 2023; 380(6643): 404–409. Wei H, Li YM, Cui CC, et al Defect suppression for high-efficiency kesterite CZTSSe solar cells: Advances and prospects. Chemical Engineering Journal 2023; 462: 142121. Scaffidi R, Birant G, Brammertz G, et al Ge-alloyed kesterite thin-film solar cells: previous investigations and current status - a comprehensive review. Journal of Materials Chemistry A 2023; 11(25): 13174–13,194. Xiao Q, Kou DX, Zhou WH, et al Defect engineering of solution-processed ZnO:Li window layers towards high-efficiency and low-cost kesterite photovoltaics. Journal of Materials Chemistry A 2023; 11(21): 11161–11,169. Zhao XY, Qi YF, Zhou ZJ, et al Regulating charge carrier recombination in Cu2ZnSn(S,Se)4 solar cells via cesium treatment: bulk and interface effects. Journal of Materials Chemistry A 2023; 11(21): 11454–11,462. Fukuda R, Nishimura T, Yamada A. Experimental and theoretical EBIC analysis for grain boundary and CdS/Cu(In, Ga)Se2 heterointerface in Cu(In, Ga)Se2 solar cells. Progress in Photovoltaics: Research and Applications 2023; 31(7): 678–689. Wang Y, Wang G, Zhou Y, et al Research progress in doped absorber layer of CdTe solar cells. Renewable and Sustainable Energy Reviews 2023; 183: 113427. Artegiani E, Gasparotto A, Meneghini M, et al How the selenium distribution in CdTe affects the carrier properties of CdSeTe/CdTe solar cells. Solar Energy 2023; 260: 11–16. Jahandardoost M, Walkons C, Bansal S. Degradation behavior of CIGS solar Cells: A parametric analysis. Solar Energy 2023; 260: 61–70. Zarerasouli P, Bahador H, Heidarzadeh H. Design of an efficient ultra-thin film Cu(In,Ga)Se2 solar cell, using plasmonic cluster back reflectors. Solar Energy 2023; 261:1–6. Han BS, Liu WQ, Duan JH, et al In situ gravimetric probing of copper sulfide formation on the counter electrode for quantum dot sensitized solar cells. Journal of Physical Chemistry C 2023; 127(22): 10833–10,844. Yuan JF, Tian JJ. Ligand engineering of CsPbI3 quantum dots for efficient solar cells. Journal of Physical Chemistry C 2023; 127(26): 12520–12,527. Li LN, Lin Y, Xia YM, et al Fe single atom catalysts promoting polysulfide redox reduction in quantum dot photovoltaics. Nano Letters 2023; 23(11): 5123–5,130. Wang S, Zhao Q, Hazarika A, et al Thermal tolerance of perovskite quantum dots dependent on A-site cation and surface ligand. Nature Communications 2023; 14(1): 2216. Alnami N, Kumar R, Saha S, et al Temperature dependent behavior of sub-monolayer quantum dot based solar cell. Solar Energy Materials and Solar Cells 2023; 259: 112448. Huang C, Yang M. Memory long and short term time series network for ultra-short-term photovoltaic power forecasting. Energy 2023; 279: 127961. Paulescu M, Blaga R, Dughir C, et al Intra-hour PV power forecasting based on sky imagery. Energy 2023; 279: 128135. Ahmad M, Zeeshan M, Khan JA. Life cycle multi-objective (geospatial, techno-economic, and environmental) feasibility and potential assessment of utility scale photovoltaic power plants. Energy Conversion and Management 2023; 291: 117260. Chtita S, Derouich A, Motahhir S, et al A new MPPT design using arithmetic optimization algorithm for PV energy storage systems operating under partial shading conditions. Energy Conversion and Management 2023; 289: 117197. Keddouda A, Ihaddadene R, Boukhari A, et al Solar photovoltaic power prediction using artificial neural network and multiple regression considering ambient and operating conditions. Energy Conversion and Management 2023; 288: 117186. Sun YW, Zhu DF, Li Y, et al Spatial modelling the location choice of large-scale solar photovoltaic power plants: Application of interpretable machine learning techniques and the national inventory. Energy Conversion and Management 2023; 289: 117198. Gyamfi S, Aboagye B, Peprah F, et al Degradation analysis of polycrystalline silicon modules from different manufacturers under the same climatic conditions. Energy Conversion and Management: X 2023; 20: 100403. Vega-Garita V, Alpizar-Gutierrez V, Alpízar-Castillo J. A practical method for considering shading on photovoltaics systems energy yield. Energy Conversion and Management: X 2023; 20: 100412. Mehmood A, Ren J, Zhang L. Achieving energy sustainability by using solar PV: System modelling and comprehensive techno-economic-environmental analysis. Energy Strategy Reviews 2023; 49: 101126. Farag MM, Patel N, Hamid AK, et al An optimized fractional nonlinear synergic controller for maximum power point tracking of photovoltaic array under abrupt irradiance change. IEEE Journal of Photovoltaics 2023; 13(2): 305–314. Mikofski MA, Holmgren WF, Newmiller J, et al Effects of solar resource sampling rate and averaging interval on hourly modeling errors. IEEE Journal of Photovoltaics 2023; 13(2): 202–207. Ahn JB, Jo HB, Ryoo HJ. Real-time DC series arc fault detection based on noise pattern analysis in photovoltaic system. IEEE Transactions on Industrial Electronics 2023; 70(10): 10680–10,689. Zheng XD, Chao CX, Weng Y, et al High-frequency fault analysis-based pilot protection scheme for a distribution network with high photovoltaic penetration. IEEE Transactions on Smart Grid 2023; 14(1): 302–314. Harada D, Chinnavornrungsee P, Kittisontirak S, et al Optimization of numerical weather model parameterizations for solar irradiance prediction in the tropics. Japanese Journal of Applied Physics 2023; 62: 1056. Li J, Zhang Y, Fang H, et al Risk evaluation of photovoltaic power systems: An improved failure mode and effect analysis under uncertainty. Journal of Cleaner Production 2023; 414: 137620. Dubarry M, Costa N, Matthews D. Data-driven direct diagnosis of Li-ion batteries connected to photovoltaics. Nature Communications 2023; 14(1): 3138. Brune B, Ortner I, Eder GC, et al Quantifying the influence of encapsulant and backsheet composition on PV-power and electrical degradation. Progress in Photovoltaics: Research and Applications 2023; 31(7): 716–728. Cavieres R, Salas J, Barraza R, et al Estimation of the impact of natural soiling on solar module operation through image analysis. Progress in Photovoltaics: Research and Applications 2023; 31(7): 690–699. Brenner A, Kahn J, Hirsch T, et al Soiling determination for parabolic trough collectors based on operational data analysis and machine learning. Solar Energy 2023; 259: 257–276. Zhang L, He Y, Wu H, et al Ultra-short-term multi-step probability interval prediction of photovoltaic power: A framework with time-series-segment feature analysis. Solar Energy 2023; 260: 71–82. Segbefia OK, Akhtar N, Sætre TO. Moisture induced degradation in field-aged multicrystalline silicon photovoltaic modules. Solar Energy Materials and Solar Cells 2023; 258: 112407. Smestad GP, Anderson C, Cholette ME, et al Variability and associated uncertainty in image analysis for soiling characterization in solar energy systems. Solar Energy Materials and Solar Cells 2023; 259: 112437. Tas MPM, van Sark WGJHM. Experimental repair technique for glass defects of glass–glass photovoltaic modules – A techno-economic analysis. Solar Energy Materials and Solar Cells 2023; 257: 112397. Liu ZG, Guo ZL, Song CC, et al Business model comparison of slum-based PV to realize low-cost and flexible power generation in city-level. Applied Energy 2023; 344: 121220. Liu DY, Qi ST, Xu TT. In the post-subsidy era: How to encourage mere consumers to become prosumers when subsidy reduced? Energy Policy 2023; 174: 113451. Mazzeo D, Leva S, Matera N, et al A user-friendly and accurate machine learning tool for the evaluation of the worldwide yearly photovoltaic electricity production. Energy Reports 2023; 9: 6267–6,294. Ajith M, Martínez-Ramón M. Deep learning algorithms for very short term solar irradiance forecasting: A survey. Renewable and Sustainable Energy Reviews 2023; 182: 113362. Liu B, Yang D, Mayer MJ, et al Predictability and forecast skill of solar irradiance over the contiguous United States. Renewable and Sustainable Energy Reviews 2023; 182: 113359. Rodríguez E, Cornejo-Ponce L, Cardemil JM, et al Estimation of one-minute direct normal irradiance using a deep neural network for five climate zones. Renewable and Sustainable Energy Reviews 2023; 183: 113486. Akan T. Can renewable energy mitigate the impacts of inflation and policy interest on climate change? Renewable Energy 2023; 214: 255–289. Laguarda A, Alonso-Suárez R, Abal G. Improved estimation of hourly direct normal solar irradiation (DNI) using geostationary satellite visible channel images over moderate albedo areas. Solar Energy 2023; 259: 30–40. Libra M, Mrázek D, Tyukhov I, et al Reduced real lifetime of PV panels – Economic consequences. Solar Energy 2023; 259: 229–234. Liao Q, Li S, Xi F, et al High-performance silicon carbon anodes based on value-added recycling strategy of end-of-life photovoltaic modules. Energy 2023; 281: 128345. Sasai M, Yamashita T, Inoue D. Development of low-temperature thermal decomposition recycling technology from photovoltaic modules to flat glass applications. Japanese Journal of Applied Physics 2023; 62: 1043. Li J, Yan S, Li Y, et al Recycling Si in waste crystalline silicon photovoltaic panels after mechanical crushing by electrostatic separation. Journal of Cleaner Production 2023; 415: 137908. Wang X, Xue J, Hou X. Barriers analysis to Chinese waste photovoltaic module recycling under the background of “double carbon”. Renewable Energy 2023; 214: 39–54. Tembo PM, Subramanian V. Current trends in silicon-based photovoltaic recycling: A technology, assessment, and policy review. Solar Energy 2023; 259: 137–150.
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