SinoGreenTech Academic Portal
Open AccessDOI: 10.1007/s40843-025-3557-3Original Research

Laminar Air Drying for Scalable Perovskite Solar Module Manufacturing: A Critical Analysis of Process-Structure-Performance Relationships

GAO Q¹,QI J¹,CHEN K¹,et al.¹

Science China Press

Read Executive PreviewQuick FAQ
Laminar Air Drying for Scalable Perovskite Solar Module Manufacturing: A Critical Analysis of Process-Structure-Performance Relationships
Graphical Abstract / Figure
Published In
SCIENCE CHINA Materials
Published:January 15, 2026Edition:Vol. 69, Issue 2 • pp. 100-112Citation:GAO Q et al. (2026), SCIENCE CHINA Materials
Impact Factor3.5 (Q2 Scopus)
Source Journal中国科学: 材料
Strategic Intelligence Pillar
Perovskite Solar Cells: Silicon/Perovskite Tandem Cells, 2D/3D Passivation & Module Stability
Explore Topic Pillar

Key Takeaways & Executive Findings

  • • • The LAD method enables fabrication of square meter-sized perovskite modules with high efficiency and stability, but the geometric design of the drying apparatus is decisive for achieving uniform drying and film quality. • • Perovskite solar modules currently exhibit operational lifetimes of approximately 9 years, which is significantly lower than the ~15-year lifespan of silicon modules and the >20-year T90 lifespan expected for PV modules, highlighting a critical stability gap. • • Alternative scalable drying methods, such as multi-flow air knife (yielding large-area high-efficiency cells) and vacuum flash-assisted solution processing (demonstrated on high-efficiency large-area cells), offer competing approaches but each has trade-offs in complexity and scalability. • • The crystallization process in perovskite films is highly sensitive to drying conditions; understanding the formation of vertical orientation in 2D perovskites and the cracking behavior in drying films is essential for optimizing film morphology and device performance.

Abstract

The commercialization of perovskite solar modules (PSMs) is hindered by the challenge of achieving uniform, high-quality perovskite films over large areas with scalable manufacturing methods. While the laminar air drying (LAD) method has demonstrated high manufacturing efficiency and module performance, the geometric design of the drying apparatus is critical for uniform and efficient drying. This paper reviews the state-of-the-art in perovskite crystallization and film formation, emphasizing the role of drying kinetics in determining film quality. We analyze the LAD method reported by Yan et al., which achieved square meter-sized modules with excellent efficiency and stability, and contrast it with alternative scalable deposition techniques such as air knife and vacuum flash-assisted methods. The operational lifetimes of perovskite modules (~9 years) remain below those of silicon modules (~15 years) and PV modules (>20 years), underscoring the need for improved stability. We discuss the fundamental aspects of crystallization in nanocrystals, single crystals, and thin films, and the influence of vertical orientation in 2D perovskites. The review highlights the importance of process control in scalable deposition, particularly the role of airflow uniformity in preventing cracking and defects. Our analysis provides a framework for optimizing LAD parameters to achieve high-quality films, addressing the critical bottleneck of scalability and stability for perovskite photovoltaics.

1. Introduction

The industrialization of perovskite photovoltaics is at a critical juncture. While lab-scale cells have achieved remarkable efficiencies, the transition to large-area modules has been hampered by the difficulty of depositing uniform, defect-free perovskite films over square-meter scales. Conventional spin-coating is inherently limited to small areas, and scalable methods such as slot-die coating, air knife drying, and vacuum flash have been explored, yet each faces challenges in controlling crystallization dynamics and achieving uniform film thickness across large substrates. The resulting films often suffer from pinholes, cracks, and thickness variations, which degrade device performance and long-term stability. The operational lifetime of perovskite modules (~9 years) remains far below that of established silicon technology (~15 years) and the expected >20-year lifespan of PV modules, underscoring the urgent need for manufacturing processes that can deliver both high efficiency and extended durability.

The laminar air drying (LAD) method, as reported by Yan et al., represents a significant advancement in scalable perovskite manufacturing. By directing a controlled laminar airflow over the wet film, LAD facilitates rapid and uniform solvent evaporation, promoting homogeneous nucleation and crystal growth. This approach has successfully produced square meter-sized modules with excellent efficiency and stability, marking a milestone toward commercialization. However, the success of LAD hinges on the precise design of the drying geometry—airflow velocity, direction, and uniformity must be optimized to avoid localized drying rates that lead to film defects. This review critically examines the LAD method in the context of other scalable deposition techniques, analyzing the underlying crystallization physics and the impact of drying conditions on film quality. We aim to provide a comprehensive understanding of the process-structure-performance relationships that govern scalable perovskite manufacturing, offering insights for further optimization and industrial adoption.

SinoTechIntel Interactive Document Reader
Page 1–5 of Preview
100%
Download Full PDF

Loading authentic research manuscript (Pages 1–5)...

Cite This Research Paper
GAO Q, QI J, CHEN K, et al. (2026). Laminar Air Drying for Scalable Perovskite Solar Module Manufacturing: A Critical Analysis of Process-Structure-Performance Relationships. SCIENCE CHINA Materials. https://doi.org/10.1007/s40843-025-3557-3
SinoGreenTech Academic & Legal Disclaimer

Research & Educational Purpose Only: The translations, structured abstracts, analytical annotations, and data reports provided by SinoGreenTechare intended exclusively for academic research, internal corporate R&D, and educational benchmarking. They do not constitute formal engineering, chemical safety, legal, or professional advice.

Copyright & Intellectual Property Notice: Original copyright of the underlying source articles and experimental data remains with the respective authors, institutions, and original publishing journals. SinoGreenTech claims intellectual property only over its proprietary translations, analytical syntheses, and AEO structured enhancements in accordance with international fair use and academic citation principles.

Frequently Asked Questions

What are the specific failure mechanisms in perovskite modules that limit operational lifetime to ~9 years, and how does the LAD method address these?

The ~9-year operational lifetime is primarily limited by ion migration, moisture ingress, and thermal cycling-induced mechanical stress, which cause non-radiative recombination and material degradation. The LAD method improves film uniformity and crystallinity, reducing defect densities that act as initiation sites for degradation. However, LAD alone does not solve intrinsic stability issues; encapsulation and compositional engineering are still required to reach silicon-level lifetimes.

How does the geometric design of the LAD apparatus influence drying uniformity and final film quality, and what are the optimal parameters?

The geometric design determines airflow velocity distribution and shear stress on the film surface. Non-uniform airflow leads to differential solvent evaporation rates, causing thickness variations and cracking. Optimal designs use a slot die or array of nozzles to create a uniform laminar flow across the entire substrate, with controlled velocity (typically 1-5 m/s) and temperature (25-60°C) to achieve a drying time of seconds to minutes. The exact parameters depend on the solvent system and desired film thickness.

What are the cost implications of LAD compared to other scalable methods like air knife or vacuum flash, and can it achieve cost parity with silicon?

LAD is a low-cost, ambient-pressure process that does not require vacuum equipment, reducing capital expenditure. It is compatible with roll-to-roll manufacturing, potentially lowering production costs. However, the cost of perovskite materials and encapsulation remains significant. Achieving cost parity with silicon requires further improvements in module efficiency (>25%) and lifetime (>20 years), which are not yet demonstrated. LAD's high throughput and low energy consumption are advantageous, but the overall cost per watt depends on yield and stability.

How does the LAD method affect the crystallization kinetics and morphology of perovskite films, and what is the impact on device efficiency?

LAD promotes rapid, uniform solvent removal, leading to a high supersaturation that favors homogeneous nucleation and the formation of dense, pinhole-free films with large grains. This reduces trap-state density and improves charge carrier mobility, resulting in higher open-circuit voltage and fill factor. Yan et al. reported modules with efficiency exceeding 20% on square meter areas, demonstrating the effectiveness of LAD in achieving high-quality films. However, the exact crystallization pathway depends on the perovskite composition and solvent system.

What are the remaining challenges for scaling LAD to industrial production, and what research directions are needed?

Key challenges include maintaining uniformity over very large areas (e.g., >1 m²), controlling film thickness in the presence of substrate curvature, and integrating LAD with other manufacturing steps (e.g., charge transport layers). Additionally, the long-term stability of LAD-produced modules under real-world conditions needs further validation. Research should focus on in-situ monitoring of drying kinetics, computational fluid dynamics to optimize airflow, and developing robust encapsulation strategies. Collaboration between academia and industry is essential to translate LAD from lab to fab.

Related Chinese Research & Cross-Citations

Research Citation2026
Ammonium Vanadate Cathodes in Aqueous Zinc-Ion Batteries: Design Strategies and Research Progress

Ammonium Vanadate Cathodes in Aqueous Zinc-Ion Batteries: Design Strategies and Research Progress

Aqueous zinc-ion batteries (AZIBs) offer a compelling combination of high safety, environmental compatibility, and abundant zinc resources, positioning them as viable candidates for grid-scale energy storage. Their practical deployment, however, is constrained by cathode materials that suffer from structural degradation, sluggish Zn2+ diffusion, and inadequate electronic conductivity. Ammonium vanadates (AVOs) have emerged as high-performance cathodes owing to their layered or tunneled frameworks, which accommodate reversible Zn2+ (de)intercalation with diffusion coefficients superior to conventional vanadium oxides. This review systematically examines recent advances in AVO cathodes for AZIBs, correlating morphological variations—including nanowires, nanobelts, and microflowers—with electrochemical characteristics. The analysis establishes structure–performance relationships that govern capacity retention, rate capability, and cycling stability. Key optimization strategies are critically assessed: defect engineering to enhance electronic conductivity and active site density, interlayer spacing modulation via pre-intercalated cations or structural water to facilitate Zn2+ transport, and composite construction with conductive carbonaceous or polymeric matrices to mitigate dissolution and improve mechanical integrity. Despite these advances, challenges persist in achieving long-term cycling stability (>10,000 cycles) and high areal mass loading (>10 mg cm-2) required for commercial viability. The review concludes by outlining future research directions, including operando characterization of degradation mechanisms and scalable synthesis routes for AVO cathodes in practical AZIB configurations.

Examine Full Data & PDF
Research Citation2026
Microenvironment-responsive therapeutic platforms: Innovations for spinal cord injury repair

Microenvironment-responsive therapeutic platforms: Innovations for spinal cord injury repair

Spinal cord injury (SCI) remains a formidable clinical challenge due to the complex, dynamic lesion microenvironment that impedes axonal regeneration and functional recovery. This highlight examines a microenvironment-responsive therapeutic platform integrating microneedle delivery, ferroptosis modulation, and hydrogen therapy. The platform leverages the pathological hallmarks of SCI—oxidative stress, iron dyshomeostasis, and lipid peroxidation—to achieve spatiotemporally controlled cargo release. By combining microneedle arrays for minimally invasive intraparenchymal administration with hydrogen-releasing biomaterials, the system addresses the dual bottlenecks of poor drug penetration across the blood-spinal cord barrier and insufficient neutralization of reactive oxygen species. Ferroptosis inhibition is achieved through iron chelation and glutathione peroxidase 4 (GPX4) stabilization, while hydrogen gas scavenges hydroxyl radicals and peroxynitrite. This multimodal strategy attenuates secondary injury cascades, reduces glial scar formation, and promotes neural stem cell differentiation. The work is supported by the National Natural Science Foundation of China (82574518) and the Talent Cultivation Project of Paring Academicians with Young Talents in higher education institutions in Zhejiang. The authors declare no conflict of interest. This highlight underscores the translational potential of microenvironment-responsive platforms for SCI repair, emphasizing the need for rigorous preclinical validation and scalable manufacturing.

Examine Full Data & PDF
Research Citation2026
Dual-Site Adsorption over Phosphorus-Doped Copper Oxide for Efficient CO2 Electroreduction to Ethylene

Dual-Site Adsorption over Phosphorus-Doped Copper Oxide for Efficient CO2 Electroreduction to Ethylene

Electroreduction of CO2 to ethylene offers a promising route for renewable electricity storage, yet achieving high ethylene selectivity at industrial current densities remains challenging due to the large energy barrier for C–C coupling. Here, we report a “MOF-assisted in situ doping” strategy to introduce the oxophilic nonmetal phosphorus (P) into the copper oxide (CuO) lattice, constructing a localized Cu–P dual-site adsorption configuration for the key *OCCHO intermediate. The optimized catalyst delivers an impressive Faradaic efficiency of 64.6% for ethylene with a partial current density of 646 mA cm-2. Comprehensive structural characterizations demonstrate that P mainly occupies Cu sites, generating abundant lattice defects and oxygen vacancies. In situ synchrotron infrared spectroscopy and theoretical calculations reveal that P doping modulates the electronic structure of Cu, optimizes the binding energies of *CO and *CHO, and stabilizes *OCCHO via P–O/Cu–C dual-site adsorption, thereby significantly lowering the asymmetric C-C coupling energy barrier to 0.74 eV. This work highlights a dual-site microenvironment regulation strategy for CO2-to-ethylene electroreduction.

Examine Full Data & PDF
Research Citation2026
Hydrophilic Single-Atom Interface Unlocks Low-Potential CO Removal on Pt in PEMFCs

Hydrophilic Single-Atom Interface Unlocks Low-Potential CO Removal on Pt in PEMFCs

Proton exchange membrane fuel cells (PEMFCs) fed with reformate hydrogen suffer severe anode poisoning by trace CO, necessitating high CO electrooxidation potentials that degrade performance and durability. This work introduces a Pt@CrSA-N-C anode catalyst featuring a hydrophilic Cr single-atom interface that simultaneously weakens CO adsorption on Pt via electronic regulation and promotes water activation, thereby lowering the CO oxidation onset potential to approximately 0.13 V vs. RHE. The onset potential was determined by two independent methods: the first potential at which the background-corrected current exceeds 0 mA cm-2 during CO oxidation reaction tests in a three-electrode system, and the potential at which the forward scan current exceeds the N2 background current in CO-stripping voltammetry. The catalyst achieves a maximum power density under 100 ppm CO that surpasses reported advanced catalysts, as compiled in Table S5. Structural, spectroscopic, and electrochemical characterizations collectively establish a coherent rationale for the hydrophilic single-atom interface strategy. This approach addresses the longstanding trade-off between CO tolerance and Pt utilization, offering a viable route for low-potential CO removal in practical PEMFC anodes.

Examine Full Data & PDF
Research Citation2026
An Ionoelastomer-Based Bioinspired Wearable Electronics with Tele-Perception and Tactile Sensation for Machine Learning-Assisted Rehabilitation Management

An Ionoelastomer-Based Bioinspired Wearable Electronics with Tele-Perception and Tactile Sensation for Machine Learning-Assisted Rehabilitation Management

Comprehensive assessment of rehabilitation efficiency is essential for designing appropriate training programs for better musculoskeletal functional recovery. Existing contact-receptor-dependent rehabilitation assessment systems mostly focus on assessing the restoration of muscle function by evaluating grip strength or joint flexion angle; however, parameters reflecting neuromuscular synergistic function are always overlooked. Herein, we develop an ionoelastomer-based soft artificial electroreceptor (SAER) that integrates tele-perception and tactile sensation to track the rehabilitation process, collecting signals related to approaching speed and grip strength sequentially. The SAER uses polyurethane ionoelastomer incorporated with quasi-solid conductive salt as the electric field receptor, and is integrated on a rehabilitation-training ball after assembly to establish an untethered detection device; this enables the remote capture of hand approaching parameter within a 9 cm range, followed by the quantification of grip strength when contacting and grasping. Furthermore, a data-driven assessment system is established by integrating machine learning, which accurately classifies rehabilitation efficiency into six levels; it supports for rehabilitation evaluation and training programs adjustment. Overall, the SAER-based rehabilitation management system establishes a paradigm that synergistically evaluating parameters corresponding to neuromuscular functional restoration and holds strong potential for home-based active rehabilitation for minimizing dependence on frequent clinical supervision.

Examine Full Data & PDF
Research Citation2026
Microwave-Absorbing Materials with Strong Environmental Adaptability for Corrosion Protection, Anti-Icing, and Thermal Management

Microwave-Absorbing Materials with Strong Environmental Adaptability for Corrosion Protection, Anti-Icing, and Thermal Management

Microwave-absorbing materials (MAMs) deployed on naval vessels, aerospace vehicles, and critical electronic systems face coupled electromagnetic, marine salt-spray corrosion, and extreme-temperature loads that legacy single-function absorbers cannot withstand. This review consolidates progress on three environmentally adaptive MAM classes: corrosion-protective, anti-icing, and thermal-management absorbers. The electromagnetic loss and impedance-matching fundamentals are first established, then the synergistic mechanisms, design strategies, and characterization protocols for each class are examined against representative material systems and their measured performance. The analysis identifies a shared design logic—multiscale hierarchical architecture, interfacial polarization engineering, and multifunctional phase integration—while distinguishing the divergent protection mechanisms: barrier and passivation effects for corrosion, surface-energy and latent-heat regulation for anti-icing, and phonon–electron transport decoupling for thermal management. Persistent bottlenecks include the trade-off between impedance matching and protective-layer density, the absence of standardized coupled-field test protocols, and the scarcity of long-term salt-spray and thermal-cycling durability data. Future directions are delineated: intelligent self-adaptive absorbers, multiphysics-coupled simulation frameworks, and environmentally benign multifunctional integration. The review provides a theoretical and technical basis for the design, construction, and engineering scale-up of next-generation high-performance absorbers for aerospace, electronic, and marine equipment.

Examine Full Data & PDF