MATEC Web of Conferences最新文献_第3页

Biodiesel Production Catalysed by Magnetic Palm Kernel Shell-Potassium Hydroxide 磁性棕榈仁壳-氢氧化钾催化生产生物柴油

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202337701012

Mohd Nurfirdaus Bin Mohiddin, Y. Tan, Loshinie A/P Periasamy, Jibrail Kansedo, N. M. Mubarak, Y. S. Chan, M. Abdullah, Keat-Teong Lee

引用次数: 0

Selected problems of maintaining the serviceability of turbochargers 涡轮增压器可使用性维护的选择问题

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202337501006

B. Zoltowski, H. Wojciechowski, L. Castañeda

引用次数: 0

Review of Recent Distillation Studies 最新蒸馏研究综述

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202338201034

Min Gao

{"title":"Review of Recent Distillation Studies","authors":"Min Gao","doi":"10.1051/matecconf/202338201034","DOIUrl":"https://doi.org/10.1051/matecconf/202338201034","url":null,"abstract":"Knowledge distillation has gained a lot of interest in recent years because it allows for compressing a large deep neural network (teacher DNN) into a smaller DNN (student DNN), while maintaining its accuracy. Recent improvements have been made to knowledge distillation. One such improvement is the teaching assistant distillation method. This method involves introducing an intermediate \"teaching assistant\" model between the teacher and student. The teaching assistant is first trained to mimic the teacher, and then the student is trained to mimic the teaching assistant. This multi-step process can improve student performance. Another improvement to knowledge distillation is curriculum distillation. This method involves gradually training the student by exposing it to increasingly difficult concepts over time, similar to curriculum learning in humans. This process can help the student learn in a more stable and consistent manner. Finally, there is the mask distillation method. Here, the student is trained to specifically mimic the attention mechanisms learned by the teacher, not just the overall output of the teacher DNN. These improvements help to enhance the knowledge distillation process and enable the creation of more efficient DNNs.","PeriodicalId":18309,"journal":{"name":"MATEC Web of Conferences","volume":"137 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86587962","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}

引用次数: 0

Initial proposal of a novel voltammetric sensor system for the detection of concrete carbonation by means of PCA model 基于PCA模型的混凝土碳化检测新型伏安传感器系统的初步设计

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202337805004

Martínez Ibernón Ana, Lliso-Ferrando Josep Ramon, Gasch Isabel, Valcuende Manuel, Gandía-Romero José Manuel, Soto Juan

{"title":"Initial proposal of a novel voltammetric sensor system for the detection of concrete carbonation by means of PCA model","authors":"Martínez Ibernón Ana, Lliso-Ferrando Josep Ramon, Gasch Isabel, Valcuende Manuel, Gandía-Romero José Manuel, Soto Juan","doi":"10.1051/matecconf/202337805004","DOIUrl":"https://doi.org/10.1051/matecconf/202337805004","url":null,"abstract":"The monitoring of concrete carbonation takes an important role in the structures maintenance, considering that corrosion induced by this phenomenon is one of the mainly failure causes in the Reinforcement Concrete Structures (RCS) located in industrial zones, roads and cities. Carbonation of concrete is produced by the penetration of the CO2 inside of the porous net, which is mainly combined with the Ca(OH)2 contained in the concrete pore solution producing carbonates with low solubility and eventually causing a pH drop until neutral levels. The pH drop produces the instability and final generalised destruction of the rebars passive layers, which is the step that precedes generalized corrosion. The current existing systems to detect concrete carbonation are based on potentiometric sensors to detect the pH of concrete pore solution. These have some limitations such as the interference of different reactions on the sensor surface. Considering these limitations, in this study a novel system of voltammetric Au sensors embedded in concrete for the detection of concrete carbonation was presented. In the voltammetric sensor, the potential sweep signal applied comprises the potential range where the effect of the pH variations has more influence in the sensor response. Then the response processing by means of the multivariate analysis PCA (principal component analysis) allows to manage a huge quantity of variables and to reduce the effect of the interference with other analytes, increasing the importance of the pH changes effect in the obtained data. Thus, increasing the reliability of the system to detect the concrete carbonation.","PeriodicalId":18309,"journal":{"name":"MATEC Web of Conferences","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89474358","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}

引用次数: 0

System of Distribution of Cosmetic Products on Polish Market on Example of Selected Company in Safety and Quality of Products Aspect 化妆品在波兰市场的流通体系——以产品安全和质量方面的选定公司为例

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202337502005

S. Augustyn, M. Kawińska.

引用次数: 0

Thermogravimetric analysis of face mask waste: Kinetic analysis via iso-conversional methods 面罩废物的热重分析:通过等转换方法的动力学分析

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202337701003

M. X. J. Wee, B. L. F. Chin, A. Saptoro, J. Sunarso, Chew Jiuan Jing, S. Yusup

{"title":"Thermogravimetric analysis of face mask waste: Kinetic analysis via iso-conversional methods","authors":"M. X. J. Wee, B. L. F. Chin, A. Saptoro, J. Sunarso, Chew Jiuan Jing, S. Yusup","doi":"10.1051/matecconf/202337701003","DOIUrl":"https://doi.org/10.1051/matecconf/202337701003","url":null,"abstract":"The surge of face mask waste in response to the global pandemic has proven to be a liability to the environment. Microfibers from plastic constituents of the face mask would cause microplastic pollution in the water bodies. Fortunately, these waste could be converted into renewable source of energy via thermochemical method, i.e. pyrolysis. However, the studies on the thermal decomposition of face masks and their kinetic mechanisms are not well-established. The aim of this paper focuses on the prospects of pyrolysis at low to high heating rates ranging from 10 °C min-1 to 100 °C min-1, to cater for the slow pyrolysis and fast pyrolysis modes. Following this, the thermal degradation behaviour of the face mask waste was studied via thermogravimetric analysis which determined the single peak temperature degradation range at 218 to 424 °C at 10 °C min-1, and maximum degradation rate was determined at 172.51 wt.% min-1 at 520 °C, with heating rate of 100 °C min-1. Flynn-Wall-Ozawa (FWO) and Starink method was employed to determine the average activation energy and average pre-exponential factor of the pyrolysis process of face mask waste. i.e., 41.31 kJ mol-1 and 0.9965, 10.43 kJ mol-1 and 0.9901 for FWO and Starink method, respectively.","PeriodicalId":18309,"journal":{"name":"MATEC Web of Conferences","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89729657","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}

引用次数: 0

Mechanism and control strategy of large-area concrete shrinkage cracks in the underground railway section 地下铁路断面大面积混凝土收缩裂缝机理及控制策略

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202338201016

Meilin Yu

引用次数: 0

Analysis of the thermal and technical parameters of the vegetated roof and its effect on the energy demand – Case study A 植被屋顶的热参数和技术参数及其对能源需求的影响分析——案例研究A

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202338501017

Ján Domanický, František Vranay

{"title":"Analysis of the thermal and technical parameters of the vegetated roof and its effect on the energy demand – Case study A","authors":"Ján Domanický, František Vranay","doi":"10.1051/matecconf/202338501017","DOIUrl":"https://doi.org/10.1051/matecconf/202338501017","url":null,"abstract":"ENERGY!!! In this energy era, when the development of energies and the development of their prices is a daily topic that affects people’s lives, it is necessary to direct our thinking towards the reduction of global energy demands. In my industry, it’s reducing buildings’ energy needs, specifically for heating and cooling. It is known from many researches and studies how it is possible to reduce the energy demand of the building in the area of constructions by insulation, or suitable design of the envelope or in the area of Building services, by using renewable energy sources or by using a suitable source and type of heating and cooling. Therefore, I took a different direction in my research. PASSIVE COOLING. Passive so that we don’t fight against energy with energy, but that we use the amount of it that falls on the object in the largest possible amount and eliminate the rest with suitable design and suitable elements. I focus on VEGETATION and its potential in this direction. My work has several chapters, and in this article I am dealing with one of the first, namely the analysis of the thermal engineering parameters of the constructions in case study A.","PeriodicalId":18309,"journal":{"name":"MATEC Web of Conferences","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135260768","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}

引用次数: 0

The relation between apparent and true water colour for pond water 池塘水的表观水色与真实水色的关系

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202338501003

Tereza Prokop Kubinova, Katerina Brozová, Miroslav Kyncl

引用次数: 0

Biosolar roofs - The trend of the future 生物太阳能屋顶——未来的趋势

MATEC Web of Conferences Pub Date : 2023-01-01 DOI: 10.1051/matecconf/202338501018

Pavol Knut, Maria Kocurkova, Zuzana Vranayova

{"title":"Biosolar roofs - The trend of the future","authors":"Pavol Knut, Maria Kocurkova, Zuzana Vranayova","doi":"10.1051/matecconf/202338501018","DOIUrl":"https://doi.org/10.1051/matecconf/202338501018","url":null,"abstract":"This article shows the different types of biosolar roofs. An important factor that interests me is how a green roof can affect the efficiency of photovoltaics, how it can cool and how much more electricity it can produce than a classic roof. Localized energy generation through rooftop solar is gaining popularity in urban areas, and green roofs are often used for a range of services such as thermal insulation. In recent years, the use of biosolar green roofs to insulate heat and increase solar performance has increased. Two buildings observed by the research team are located in Sydney, Australia, of similar size, location and construction materials. One building has a biosolar roof and the other has a classic solar roof. Each solar array contains a series of environmental sensors including ambient temperature and global horizontal radiation. From the measurement, we can see the results that prove that the biosolar roof had a higher energy output by 4.5%, which proves that it produced 14.26MWh more electricity than the classic solar roof. Compared with previously reported studies and some simulation results, it is clear that the implementation of a bio-solar roof is beneficial for maximizing energy production and reducing greenhouse gas emissions.","PeriodicalId":18309,"journal":{"name":"MATEC Web of Conferences","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135261909","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}

引用次数: 0