Asma Jami-al-Ahmadi , Mahmood Hajiani , Mohammad Hossein Sayadi
{"title":"A green and reusable floatable bead-like core-shell photocatalyst with spinel ferrite core and shell consisting of graphitic carbon nitride nanosheet, enhanced by non-noble metal cocatalyst for anionic dye removal","authors":"Asma Jami-al-Ahmadi , Mahmood Hajiani , Mohammad Hossein Sayadi","doi":"10.1016/j.clet.2025.101015","DOIUrl":"10.1016/j.clet.2025.101015","url":null,"abstract":"<div><div>The practical utilization of powder photocatalysts is frequently obstructed by various drawbacks including rapid charge recombination, low photon utilization, post-treatment separation, photocorrosion, and the potential environmental risks associated with sedimentation. This study aims to mitigate these challenges through the fabrication of a novel spherical, floatable magnetic core-shell photocatalyst (NiFe<sub>2</sub>O<sub>4</sub>-Sodium Alginate@ SnO<sub>2</sub>-g-C<sub>3</sub>N<sub>4</sub>), using spinel ferrite nanoparticles (NiFe<sub>2</sub>O<sub>4</sub>) as the core and SnO<sub>2</sub>-g-C<sub>3</sub>N<sub>4</sub> catalysts as the shell. The shell was synthesized hydrothermally, while a green synthesis approach was used for the core. The fabrication involved a gelation process to combine the shell with the core, resulting in transparent spheres with improved floating capabilities after freeze-drying. The successful synthesis was confirmed through characterization techniques such as XRD, FT-IR, EDX, XPS, and FESEM. The photocatalytic efficiency was assessed by degrading Acid Red 88 in a 200 mL batch reactor under UV-C lamp irradiation as light sources, using ambient temperature as the experimental condition. Various parameters were tested, including pH levels (3, 5, 7, 9, and 11), photocatalyst dosages (0.2, 0.4, 0.6, 0.8, and 1 g/L), and dye concentrations (10, 20, 30, 40, and 50 mg/L), in order to determine the optimal conditions. The results demonstrated a removal efficiency of 97.41 % under optimal conditions of pH 11, a photocatalyst dosage of 0.4 g/L, and an initial dye concentration of 20 mg/L. Stability and reusability tests conducted over five cycles showed a slight decrease in efficiency, from 97.41 % to 80.32 %. These findings underscore the potential of this photocatalyst for effectively treating dye-contaminated wastewater.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101015"},"PeriodicalIF":5.3,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144243129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Circularity potentials, influential factors, modeling approach and policy interventions of circular supply chain for electric vehicles","authors":"Karsi Widiawati , Bertha Maya Sopha , Benny Tjahjono , Naly Rakoto","doi":"10.1016/j.clet.2025.101013","DOIUrl":"10.1016/j.clet.2025.101013","url":null,"abstract":"<div><div>Electric vehicles (EVs) provide a primary alternative for mitigating greenhouse gas emissions in the transportation sector. Nonetheless, their extensive use poses concerns, including a rise in throwaway batteries, which, if inadequately managed, may result in heightened human toxicity. Therefore, the establishment of a circular supply chain (CSC) for EVs is crucial for ensuring long-term sustainability. This study seeks to investigate circularity potentials of end of life (EoL) EVs, influential factors, modeling approaches, and policy interventions that promote the implementation of a CSC for EVs based on a systematic review of empirical-based literature following the PRISMA framework. The findings highlight that, under an optimized waste hierarchy, approximately 55.1–59.5 % of EV components can be reused, 24.4−31.8 % repurposed, 55.1−59.5 % remanufactured, and 95.6−96.0 % recycled, leaving about 23.5–24.7 % of components destined for landfills. Five factors pertaining to regulations, economics, environment, technology and infrastructure, ecosystem were identified to be influential for the CSC implementation for EVs. These factors are modeled using either optimization, simulation, or hybrid approach, depending on the modeling objective and settings, in order to comprehend the CSC system, support decision-making and enhance resource recovery strategies. Policy interventions primarily focused on collection and transportation, technology and infrastructure, and economic aspects, have recently been expanded to encompass social interventions, design standardization, and stakeholder collaboration. Given the potential circularity of EV components, the multifaceted factors involving various stakeholders should be addressed in designing and implementing CSC system for a more resource-efficient future of EVs.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101013"},"PeriodicalIF":5.3,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144296840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Paola Gutiérrez, Miguel Aldas, Dayana Gavilanes, Francisco Cadena, Vladimir Valle
{"title":"Corn cob valorization: Synthesis of a polymer based on crystalline cellulose with poly(ethylene glycol) diacrylate and N-vinylcaprolactam","authors":"Paola Gutiérrez, Miguel Aldas, Dayana Gavilanes, Francisco Cadena, Vladimir Valle","doi":"10.1016/j.clet.2025.101019","DOIUrl":"10.1016/j.clet.2025.101019","url":null,"abstract":"<div><div>A growing trend in research is the use of agro-industrial waste as a renewable raw material. Cellulose is among the most abundant and versatile biopolymers, which can be derived from agro-industrial waste like corn cobs. This study explored the valorization of corn cob (CM) waste through the extraction of crystalline cellulose (CC) and its modification via radical emulsion polymerization with poly (ethylene glycol) diacrylate (PEGDA) and N-vinylcaprolactam (N-VCL). CC was extracted from CM through pulping, bleaching, and acid hydrolysis, achieving a yield of 67 %. Characterization by scanning electron microscopy (SEM) revealed a fibrillary structure with sizes below 100 μm. X-ray diffraction (XRD) demonstrated a crystallinity index of 98.72 % and characteristic peaks of type I cellulose. Fourier-transform infrared spectroscopy (FTIR) confirmed the removal of hemicellulose, lignin, and amorphous cellulose. Thermal Gravimetric Analysis (TGA) indicated thermal stability up to 369 °C. In the grafted copolymer CC-g-poly (PEGDA-co-N-VCL), with a polymerization yield of 83.91 %, FTIR confirmed the incorporation of PEGDA and N-VCL. SEM analysis revealed a homogeneous three-dimensional surface without visible fibrils, indicating successful grafting. Differential Scanning Calorimetry (DSC) analyses showed transitions at 340 °C, 427 °C, and 460 °C, reflecting enhanced thermal stability, while TGA revealed less gradual degradation in the copolymer, with mass loss stages at higher temperatures. This grafted material exhibited improved thermal stability and lower water absorption than the unmodified CC, highlighting its potential for applications requiring high thermal resistance and moisture control.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101019"},"PeriodicalIF":5.3,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144243130","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gellio Ciotti , Alessandro Zironi , Federico Florit , Andrea Buzzino , Giovanni Cortella , Roberto Zironi
{"title":"Energy optimization of the Martinotti-Charmat refermentation process in sparkling wines production","authors":"Gellio Ciotti , Alessandro Zironi , Federico Florit , Andrea Buzzino , Giovanni Cortella , Roberto Zironi","doi":"10.1016/j.clet.2025.101018","DOIUrl":"10.1016/j.clet.2025.101018","url":null,"abstract":"<div><div>Energy efficiency has become a key focus for the wine industry, as it plays a crucial role in promoting sustainability and meeting ambitious global climate targets. Within a life cycle assessment framework, energy demand during the production phase stands out as a critical lever for wineries - one of the few where they can directly intervene to drive significant improvements in environmental performance. This makes energy optimization not just a necessity, but a strategic advantage for the future of the sector. While numerous studies have examined the topic of energy efficiency from a technological standpoint, there is a notable absence of research exploring the production process. This study deals with the evaluation of the energy optimization of the Martinotti-Charmat secondary fermentation process in the production of sparkling wines, in particular Prosecco DOC. Following an analysis of the process from an oenological perspective, the chemical and physical constraints associated with potential modifications aimed at reducing refrigeration energy requirements are investigated. Furthermore, an energy model of the process was developed to assess the potential benefits of alternative temperature control strategies for critical process steps, namely wine cold tartaric stabilization and subsequent storage prior to final bottling. Different scenarios for the management of these steps were simulated. The results demonstrate the feasibility of significantly reducing process energy requirements while maintaining wine quality through novel temperature control strategies, thus paving the way for improving the sparkling wine production sector in terms of energy and environmental sustainability.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101018"},"PeriodicalIF":5.3,"publicationDate":"2025-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144253511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Esha Sharma , Matthew Kevin Hardjopranoto , Poernomo Gunawan , Zoey Seah Geok Leng , Dalton Tay Chor Yong , Nupur Gupta , Liang Yen Nan , Xiao Hu
{"title":"Solvent assisted approach for greener decoloration of textile and fashion waste","authors":"Esha Sharma , Matthew Kevin Hardjopranoto , Poernomo Gunawan , Zoey Seah Geok Leng , Dalton Tay Chor Yong , Nupur Gupta , Liang Yen Nan , Xiao Hu","doi":"10.1016/j.clet.2025.100990","DOIUrl":"10.1016/j.clet.2025.100990","url":null,"abstract":"<div><div>There is a growing interest in the decolorization of pre-consumer textile waste, which includes manufacturing scraps with diverse compositions. This study investigates the effectiveness of dimethyl sulfoxide (DMSO) as a solvent for removing dye molecules from both polyester and cotton fabrics. Our findings demonstrate that DMSO significantly decolorizes 100 % PET textile waste after multiple treatment cycles, while its impact on cotton is less pronounced, underscoring the influence of dye-fiber bonding and the behaviour of DMSO on fiber. Nevertheless, DMSO can be effectively used as a pre-treatment on cotton and may even eliminate the need for a separate bleaching step. A notable advantage of using DMSO for blended textiles is its ability to reduce overall color intensity without the need to separate the blend components. This approach presents a sustainable solution for the decoloration of textile waste, emphasizing fewer processing steps, reduced chemical usage, and lower energy consumption during recycling of textile waste.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 100990"},"PeriodicalIF":5.3,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144203543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wladmir Teodoro da Silva , Jhonatan Bispo de Oliveira , Paulo Salles Neto , Venilton Menezes Vieira Ferreira , Renata Santiago de Oliveira Buzatti , Rita de Cassia Oliveira Sebastião , Emerson Fernandes Pedroso , Ângelo Rocha de Oliveira , Patterson Patricio de Souza , Patrícia Santiago de Oliveira Patricio
{"title":"Development of ortho-phthalic polyester-based composites with glass waste for electrical sector applications","authors":"Wladmir Teodoro da Silva , Jhonatan Bispo de Oliveira , Paulo Salles Neto , Venilton Menezes Vieira Ferreira , Renata Santiago de Oliveira Buzatti , Rita de Cassia Oliveira Sebastião , Emerson Fernandes Pedroso , Ângelo Rocha de Oliveira , Patterson Patricio de Souza , Patrícia Santiago de Oliveira Patricio","doi":"10.1016/j.clet.2025.101020","DOIUrl":"10.1016/j.clet.2025.101020","url":null,"abstract":"<div><div>Using waste materials in polymer composites has gained attention for its ecological benefits and material properties. This work investigates the production of composites using waste glass powder and Ortho-phthalic polyester resin. Before cure processing, the glass powder was added to the polymer matrix at a 50 wt% ratio. Characterization techniques included scanning electron microscopy (SEM), contact angle measurement, thermogravimetric analysis (TG), Fourier transform infrared spectroscopy (FTIR), and tensile tests. Flammability tests revealed that the compounds exhibit flame-retardant behavior. The composites exhibited improved mechanical properties compared to pure resins, with increased compressive strength (3–15 %), impact strength (9–16 %), and a higher tensile modulus (2.5 times). The results show that glass can reinforce polymers while maintaining hydrophobic properties. The composite conductivity with glass waste was reduced by almost 95 % compared to pure resin. These findings suggest that glass-reinforced polymers can be effectively used in electrical applications as insulators, protective mechanisms, or carriers in electrical circuits.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101020"},"PeriodicalIF":5.3,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144222979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Edge computing-enabled energy efficiency prediction of immersion cooling system for supercomputing centers","authors":"Shuaiyin Ma , Yichun Cao , Yang Liu","doi":"10.1016/j.clet.2025.101014","DOIUrl":"10.1016/j.clet.2025.101014","url":null,"abstract":"<div><div>Within the context of cleaner production, enhancing energy efficiency and sustainability has emerged as a central focus in supercomputing center development. To address the challenges in predicting energy consumption, this study proposes an architecture of edge computing-enabled energy efficiency prediction of immersion cooling system for supercomputing centers. This architecture combines time-series generative adversarial network (TimeGAN) for data augmentation with the neural basis expansion analysis for time series (N-BEATS) for prediction, providing a robust solution for accurate energy consumption prediction. TimeGAN enhances the training dataset by generating high-quality synthetic time-series data, effectively mitigating issues of data sparsity and imbalance. N-BEATS, with its modular architecture and strong adaptability to temporal data, ensures precise predictions by capturing both global trends and local variations in energy usage. Experimental results demonstrate the effectiveness of the proposed architecture, exhibiting superior performance across key metrics when compared to traditional models. Specifically, the RMSE of TimeGAN-N-BEATS reduced by more than 8 %, the MSE decreased by over 18 %, and the R<sup>2</sup> reached 97.31 %, outperforming baseline models such as long short-term memory and gated recurrent unit, and their attention-enhanced variants. This study highlights the potential of integrating generative and predictive models to optimize energy efficiency in liquid cooling systems, offering valuable insights for sustainable supercomputing operations.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101014"},"PeriodicalIF":5.3,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144243133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kathleen B. Aviso , Dominic C.Y. Foo , Maria Victoria Migo-Sumagang , Raymond R. Tan
{"title":"A fuzzy linear program for optimal allocation of carbon credits in multi-product firms","authors":"Kathleen B. Aviso , Dominic C.Y. Foo , Maria Victoria Migo-Sumagang , Raymond R. Tan","doi":"10.1016/j.clet.2025.101009","DOIUrl":"10.1016/j.clet.2025.101009","url":null,"abstract":"<div><div>Net zero commitments put pressure on companies to decarbonize their operations and products with mitigation measures such as improving energy efficiency and reducing fossil fuel use. In addition, carbon dioxide removal credits can be purchased from vendors to credit hard-to-abate emissions. It is necessary to allocate these credits to meet product-specific carbon footprint reduction and cost targets; providing effective model-based support for such decisions is an emerging challenge. A fuzzy linear programming model is developed here to address this research gap. The model is based on an environmentally-extended enterprise input-output model, which allows consistent computation of the carbon footprint and production cost of each product. When credits are purchased from an external vendor and distributed to the firm's internal operations, both the carbon footprint reduction and the incremental cost propagate through the production system via intermediate streams. The carbon credits are allocated optimally given company-defined carbon footprint reduction targets and incremental cost limits. The model is first demonstrated in a simple pedagogical case study. It is then applied to an industrial case study of a conglomerate producing a suite of electronics hardware and software products; carbon footprints are reduced by 40 % with an incremental production cost of less than 1 % for most of the products. These examples show how firms can use carbon credits more effectively to decarbonize their product portfolios.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101009"},"PeriodicalIF":5.3,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144243134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shoib Wani , Thirumalini Selvaraj , Magesh Peter Dhassiah
{"title":"Metagenomic and mineralogical insights into biomineralization of shell lime putty prepared with fermented Terminalia chebula fruit extract for built heritage applications","authors":"Shoib Wani , Thirumalini Selvaraj , Magesh Peter Dhassiah","doi":"10.1016/j.clet.2025.101011","DOIUrl":"10.1016/j.clet.2025.101011","url":null,"abstract":"<div><div>The study investigates an ancient Indian fermentation technique using 10 % w/v <em>Terminalia chebula</em> fruit extract (K10 %) and its interaction with shell lime. Fermentation ages of 1, 4, 7, and 14 days of K10 % were identified as key stages based on carbon dioxide evolution rates, with peaks at 4 and 7 days (8826.67 ppm/h and 6923.32 ppm/h, respectively). These stages were further investigated via 16S rRNA (V3–V4 region) metagenomic sequencing, identifying dominant microbial taxa including <em>Acinetobacter guillouiae</em>, <em>Bacillus safensis</em>, <em>Enterobacter cowanii</em>, <em>Lactobacillus helveticus, Lactobacillus casei</em>, and <em>Sphingobacterium multivorum</em>. These strains facilitated biomineralization through carbonic anhydrase activity, supported by exopolysaccharide production and hydrolytic enzymes, in putty variants prepared with a K10 %-to-binder mass ratio of 0.95. Gas chromatography–mass spectrometry profiling of the putty extracts revealed a progression of unsaturated fatty acids and an increase in ester content, particularly in the variant prepared with 4-day aged K10 %. XRD analysis at 90 days confirmed the highest levels of calcite (64.4 % and 60.17 %) and tobermorite (5.27 % and 5.14 %) in the lime putty variants prepared with 4- and 7-day aged K10 %. These variants also confirmed elevated carbonation levels (53.36 % and 51.95 %), as determined by thermogravimetric analysis. Mineralogical developments contributed to enhanced carbonation, matrix densification, and reduced water permeability, corroborated by superior mechanical and other durability parameters compared to the reference putty. Overall, the findings demonstrate that K10 % extract significantly enhances the functional and durability characteristics of lime binders, offering a bio-based, sustainable approach suitable for internal and external applications in heritage restoration and eco-friendly construction.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101011"},"PeriodicalIF":5.3,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144222878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ovidio Rabaza , Francisco Pérez-Ocón , Fernando Aznar-Dols , Daniel Gómez-Lorente
{"title":"Development of a comprehensive model for the design of photovoltaic solar public lighting systems in rural and urban areas","authors":"Ovidio Rabaza , Francisco Pérez-Ocón , Fernando Aznar-Dols , Daniel Gómez-Lorente","doi":"10.1016/j.clet.2025.101012","DOIUrl":"10.1016/j.clet.2025.101012","url":null,"abstract":"<div><div>This article presents a model for the optimal design of solar street lighting, considering factors such as street width, required average illuminance, solar irradiance, and luminaire characteristics. The goal is to achieve a sustainable installation that ensures adequate lighting levels. The model optimizes pole distribution, luminaire height, battery capacity, and solar panel power, prioritizing a holistic approach over an individual one. While applicable worldwide, a study conducted in Oman validated its effectiveness, revealing that reducing luminaire power does not always lead to lower overall energy consumption or costs. Its key innovation lies in integrating lighting and renewable energy into a single calculation process—unlike traditional methods, which first design the lighting installation and then calculate the battery and PV module requirements separately.</div></div>","PeriodicalId":34618,"journal":{"name":"Cleaner Engineering and Technology","volume":"27 ","pages":"Article 101012"},"PeriodicalIF":5.3,"publicationDate":"2025-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144229671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}