4.7 Article

Roll-to-Roll (R2R) Production of Large-Area High-Performance Piezoelectric Films Based on Vertically Aligned Nanocolumn Forests

期刊

ADVANCED MATERIALS TECHNOLOGIES
卷 5, 期 11, 页码 -

出版社

WILEY
DOI: 10.1002/admt.202000553

关键词

dielectrophoresis; energy harvesting; flexible sensors; piezoelectric films; roll-to-roll manufacturing

资金

  1. MC at Purdue

向作者/读者索取更多资源

The recent advances in flexible piezoelectric technologies have sparked a great interest in developing multifunctional next-generation transducers, which are in high demand for various challenging applications. Here, novel quasi 1-3 piezoelectric films with record-high piezoelectric voltage coefficients (g(33)), reaching up to 0.709 Vm N-1, approximate to 20% greater than the recently reported highestg(33)value in the literature, are reported. These composites are constructed via dielectrophoretic alignment of lead zirconate titanate (PZT) particles enhanced by graphene nanoplatelets, leading to densely structured cone-shaped nanocolumn forests in the thickness direction. To demonstrate its potential applications, both structured and randomly dispersed samples are characterized and used in various applications ranging from energy harvesting to structural and personal health monitoring. Furthermore, when placed on the sensor surface, the oriented piezoelectric films are shown to detect even the slight movements of a small-sized insect, demonstrating the ultrasensitivity of the system. Finally, to show the scalability of the dielectrophoretic process, a large area sample (12 ft long and 6-in.-wide) is also produced continuously via a novel multifunctional custom designed roll-to-roll manufacturing line. To the best of the knowledge, this is the largest single piece of piezoelectric film ever reported in the literature.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Green & Sustainable Science & Technology

Environmental and economic performance of different maintenance strategies for a product subject to efficiency erosion

Wo Jae Lee, Byung Gun Joung, John W. Sutherland

Summary: Different products have varying environmental impacts throughout their life cycle stages. Maintenance for product life extension is often seen as beneficial for the environment, but in some cases, early product failure can lead to a better performing and more environmentally friendly replacement. This paper develops a methodology using time-varying efficiency erosion models to quantify and compare the environmental and economic performance of different maintenance strategies. A case study on the maintenance of an electric motor driving a pump is presented, and various maintenance strategies are compared in terms of their environmental and economic performance. This method can help manufacturing plants select maintenance strategies that optimize both environmental and economic outcomes.

JOURNAL OF CLEANER PRODUCTION (2023)

Article Polymer Science

Fast-Tracking of the Segmental Orientation in Poly(ethylene oxide)- based Polyurethane Urea by Mechano-optical (Infrared Dichroism and Birefringence) Properties: Degree of the Soft-Segment Ordering Effect

Isik Isil Nugay, Cagla Kosak, Emre Unsal, Emel Yilgor, Iskender Yilgor, Mukerrem Cakmak

Summary: The orientation behavior of NH and CH chemical groups of poly(ethylene oxide) (PEO)-based polyurethane urea (PUU) during uniaxial stretching was investigated using spectral birefringence and ultrafast IR spectrometers. The study found that high-molecular-weight PEO-based PUUs exhibited microphase morphologies with sharp interfaces, while low-molecular-weight PEO-2000-based PUU exhibited a gradient interphase due to substantial hydrogen-bonding interactions.

MACROMOLECULES (2023)

Article Polymer Science

Temporally programmed cyclic deformation to control structural hierarchy and shrinkage in poly lactic acid films

Amy Blake, M. Cakmak

Summary: In this study, we examined the effect of programmed deformation history on the strain induced crystallization, crystalline order, and chain orientation in initially amorphous poly lactic acid films in a rubbery state. By using a highly instrumented programmable uniaxial stretcher, we were able to continuously measure true strain, true stress, and birefringence during processing. We applied deformation to strategically selected strain levels where the initially amorphous PLA film could potentially strain-crystallize. This was followed by small strain cycling to affect the level of orientation and order in crystalline and amorphous phases.

POLYMER (2023)

Article Engineering, Chemical

Effect of uniaxial stretching on the structural and dielectric properties of melt cast Nylon 11 films

Mayank Jain, Zeynep Mutlu, Jiahao Mao, Jierui Zhou, Peinan Zhou, Chao Wu, Yang Cao, Mukerrem Cakmak

Summary: This study investigates the impact of processing on the structure and dielectric properties of Nylon 11 melt cast film. It is found that stretching during processing increases chain orientation levels and crystallinity, improving dielectric properties. Processing in the partially molten state results in the formation of new lamellae with larger long spacings. Additionally, the dielectric properties of Nylon 11 are strongly influenced by the crystallinity and crystal phase, with higher crystallinity in the alpha' phase leading to higher electrical breakdown strength.

POLYMER ENGINEERING AND SCIENCE (2023)

Article Engineering, Chemical

Unimpaired highly extensible tough chemically crosslinked hydrogel after experiencing freeze/thaw and boiling processes

Stella N. Cotner, Siamak Shams Es-haghi

Summary: A highly extensible and tough chemically crosslinked double-network hydrogel was synthesized and its performance under large-strain tensile deformations was studied. The results showed that the hydrogel did not suffer from mechanical damage during the deformation process and maintained its properties even after exposure to harsh environmental conditions such as freeze/thaw or boiling processes. This makes it a promising material for applications involving large temperature variations.

POLYMER ENGINEERING AND SCIENCE (2023)

Article Engineering, Industrial

Predictive model for real-time energy disaggregation using long short-term memory

Bingbing Li, Tongzi Wu, Shijie Bian, John W. Sutherland

Summary: In order to provide affordable and energy-saving solutions for small and medium-sized manufacturers (SMMs), a unified framework is proposed to generate predictive models that can support real-time disaggregation of power consumption from combined inputs and identify machine states automatically. The framework converts raw power consumption into a time series with historical pattern detection capabilities, while a learning architecture uses stacked long short-term memory (LSTM) layers as encoders for embedding generation with sequential awareness. Experimental results show a minimum accuracy of 93.65% in the ideal case of real-time energy usage and machine state prediction.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2023)

Article Engineering, Industrial

A transformer-based approach for novel fault detection and fault classification/diagnosis in manufacturing: A rotary system application

Haiyue Wu, Matthew J. Triebe, John W. Sutherland

Summary: This paper proposes a Transformer-based classifier that can efficiently identify different known types and severity levels of fault conditions, as well as detect novel faults. The method utilizes time-frequency spectrograms transformed from raw vibration signals as input to the classifier for known fault classification. When detecting a novel fault condition, a simple yet effective technique based on Mahalanobis distance is adopted to determine whether the fault comes from a previously unseen condition, and the model is retrained using incremental learning. Experimental results demonstrate that the proposed method outperforms baseline models and a cutting-edge model in terms of fault diagnosis and novelty identification.

JOURNAL OF MANUFACTURING SYSTEMS (2023)

Article Environmental Sciences

An improved classification method of waste smartphone plastics based on near-infrared spectroscopy

Huaqing Li, Lin Li, Fengfu Yin, Fu Zhao, John W. Sutherland

Summary: This paper proposes a classification method to improve the accuracy of waste smartphone plastics classification by optimizing spectral data preprocessing and spectral feature extraction.

JOURNAL OF MATERIAL CYCLES AND WASTE MANAGEMENT (2023)

Article Engineering, Environmental

Economic analysis of precious metal recovery from electronic waste through gas-assisted microflow extraction

Sidi Deng, Zhongqing Xiao, Wencai Zhang, Aaron Noble, Subodh Das, Yuehwern Yih, John W. Sutherland

Summary: This study proposes and evaluates a novel process called gas-assisted microflow extraction (GAME) for efficiently recovering precious metals from waste printed circuit boards (WPCBs). An economic analysis is conducted to verify the feasibility of the GAME-based process at an industrial scale, and cost-effective production strategies are further investigated. This study may establish a paradigm for economically-informed decisions in sustainable technologies.

RESOURCES CONSERVATION AND RECYCLING (2023)

Article Engineering, Environmental

Estimating potentially recoverable Nd from end-of-life (EoL) products to meet future US demands

Thomas Maani, Nehika Mathur, Chuanbing Rong, John W. Sutherland

Summary: Due to the growing interest in decarbonization, clean energy technologies like electric vehicles and wind turbines are receiving increased attention. These technologies rely on powerful rare earth permanent magnets, specifically Neodymium-Iron-Boron magnets. Neodymium, a critical material subject to supply chain risks, can be mitigated through circular economy strategies. This study estimates Neodymium use in the US, predicts end-of-life flows of products containing these magnets, evaluates the potential for recovering Neodymium from these products, and assesses its significance in meeting future demand.

RESOURCES CONSERVATION AND RECYCLING (2023)

Article Polymer Science

Effect of constrained annealing on the structural and dielectric properties of melt cast PVDF/PMMA films

Mayank Jain, Zeynep Mutlu, Jiahao Mao, Jierui Zhou, Chao Wu, Yang Cao, Mukerrem Cakmak

Summary: This study investigates the relationship between structural hierarchy in PVDF/PMMA blends, altered by melt casting and annealing, and their electrical properties. PVDF was blended with PMMA in different compositions, and the films were characterized using various methods to understand the structural changes during processing and their impact on electrical properties. The addition of PMMA suppressed crystalization during film casting, allowing for the development of high preferential chain orientation. The crystallinity in the films correlated directly with breakdown strength. Annealing induced structural changes affected the dielectric properties, as the relaxation of amorphous PMMA during annealing was found to be detrimental to the breakdown properties.

JOURNAL OF POLYMER SCIENCE (2023)

Article Thermodynamics

A multi-dimension coupling model for energy-efficiency of a machining process

Junhua Zhao, Li Li, Lingling Li, Yunfeng Zhang, Jiang Lin, Wei Cai, John W. Sutherland

Summary: This study establishes a multi-dimension coupling model of energy consumption for machining process, which considers the specifications of machine tools, workpieces, and processes. The influence factors of energy consumption are systematically analyzed and the internal interact relationship among each dimensional parameter is illustrated. Experimental results show that the optimal machining configurations can effectively reduce energy consumption and improve the energy-efficiency of CNC machining.

ENERGY (2023)

Article Chemistry, Multidisciplinary

Comparative Techno-economic Assessment of NdFeB Bonded Magnet Production: Injection Molding versus Big-Area Additive Manufacturing

Xiaoyu Zhou, Mariappan Parans Paranthaman, John W. Sutherland

Summary: There is a growing demand for clean energy technologies that rely on high-performance rare earth permanent magnets (REPMs) such as neodymium-iron-boron (NdFeB) magnets. However, the supply of these magnets is at risk due to China's dominance in rare earth element supply. This paper compares the economic feasibility of two processing methods, injection molding (IM) and big-area additive manufacturing (BAAM), for producing bonded magnets from recycled magnet materials. The results show that BAAM is more profitable and economically viable than IM.

ACS SUSTAINABLE CHEMISTRY & ENGINEERING (2023)

Article Energy & Fuels

Optimization-Based Design Model for Electric Traction Motors Considering the Supply Risk of Critical Materials

Jesus R. Perez-Cardona, John W. Sutherland, Scott D. Sudhoff

Summary: Electric Vehicles (EVs) are considered clean energy technologies in the transportation sector, but the environmental footprint associated with their materials raises concerns about their cleanliness. This study aims to address the supply risk (SR) issues of EVs by developing a design model for electric traction motors using a genetic algorithm. The model prioritizes minimizing motor mass, energy consumption, and materials with high SR. The case study of a surface-mounted permanent magnet synchronous motor demonstrates the relationships between objectives and variables. Future work should consider minimizing environmental impact and cost.

IEEE OPEN ACCESS JOURNAL OF POWER AND ENERGY (2023)

Article Polymer Science

Rheological behavior of cellulose nanofibril suspensions with varied levels of fines and solid content

Ethan E. O'Banion, S. Shams Es-haghi

Summary: The rheological behavior of cellulose nanofibril (CNF) suspensions with different fines contents and solid concentrations was investigated. The samples showed a gel-like behavior with the highest dynamic moduli observed in samples with 50% fines. CNF suspensions with higher concentrations exhibited higher viscosity and dynamic moduli. A critical shear rate of 10 s-1 was found, above which viscosity measurements converged and below which they diverged. Yield stress decreased and then reached a plateau as fines levels increased. The lowest structure recovery was observed in samples with 50% fines content. A rheopectic-thixotropic transition was observed in samples with high fines content at low solid concentrations.

POLYMER (2023)

暂无数据