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Bibliographic Exploration of Application of Machine Learning and Artificial Intelligence in Solar Energy

Bibliographic Exploration of Application of Machine Learning...

2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals, SEB4SDG 2024

作者： Ajibade, Samuel-Soma M. Bashir, Faizah Mohammed Dodo, Yakubu Aminu Oyebode, Oluwadare Joshua Culpable, Rex V. De La Calzada, Limic M. Adediran, Anthonia Oluwatosin Ajibade, Temiloluwa Iyanuoluwa Sunway University Dept of Computing and Information Systems Selangor Malaysia Istanbul Ticaret Univ Dept of Comp. Engineering Turkey University of Hail Department of Decoration and Interior Design Hail55467 Saudi Arabia Najran University Architectural Engineering Department Najran66426 Saudi Arabia Afe Babalola University Civil and Environmental Engineering Ekiti State Ado-Ekiti Nigeria Cebu Technological University College of Technology Cebu Philippines Cebu Technological University College of Engineering Cebu Philippines Federal University of Uberlandia Faculty of Architecture and Urban Design Brazil Scholar School System Dept of Business Management Birmingham United Kingdom

ISBN: (纸本)9798350358155

Solar energy could mitigate global warming and climate change. Solar energy faces economic, environmental, and technical challenges. Machine learning solves these technical issues. Despite several studies, machine learning in photovoltaics and solar energy is understudied. This study examines publishing patterns and bibliometrics to critically evaluate machine learning applications in photovoltaics and solar energy research. Scopus uses PRISMA. International publishing, citations, and collaboration are high. The Chinese Ministry of Education employs famous scholars like G. E. Georghiou and Haibo Ma. China is most active due to funding schemes like the National Natural Science Foundation and the National Key Research and Development programme. This study examines publication patterns by country, institution, and funding organisation from 2014 to 2022, spanning topic categories and indicators. Examining author-keyword data to group publishing themes and identify influential journals. Increasing understanding of machine learning applications in photovoltaics and solar energy research. This project will examine the potential for significant development and the hurdles that must be overcome to leverage Cognitive Computing's benefits in cancer and tumour research. In response to the rising amount of malware, phishing, and intrusion attacks on global energy and grid infrastructure, photovoltaic and solar energy system cybersecurity may be studied. © 2024 IEEE.

关键词： Malware

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Application of Smart Systems and Innovative Solutions for Harmony Home “A Sustainable Net Zero Energy House”

Application of Smart Systems and Innovative Solutions for Ha...

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International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)

作者： Dania Tachouali Duaa Sallam Kulthoum Shakhshir Salma Al Zahabi Taqwa Wriekat Vishnu Ks Partnership Department International Humanitarian City Dubai UAE Civil Engineering Hassan Engineering Contracting LLC Dubai UAE Architectural Engineering The British University in Dubai Dubai UAE School of Engineering Architecture and Interior Design Amity University Dubai Dubai UAE Structural Engineering The British University in Dubai Dubai UAE Architecture and Planning Viable Creativity Dubai UAE

Sustainable development in the building industry is moving at a high rate keeping up with the research in Sustainable design and Intelligent Buildings. The Solar Decathlon competition aims to bridge between academic research, cutting edge technologies and the innovation of the young generations by designing, building, and operating a net zero energy home and applying new innovative solutions. The British University in Dubai, a research-based University with a post graduate major for sustainable design of built environment participated in the Solar Decathlon Middle East 2021 hosted by Dubai Electricity and Water Authority at Mohammed bin Rashid Al Maktoum Solar Park under the name Harmony Home. This paper focuses on the Active systems implemented in the house and the innovative solutions that helped achieving the team goals and objectives. Mainly the Building Management System, HVAC, Lighting, Smart Farm, and Photovoltaics. The purpose of this paper is to provide an insight for the future of smart homes and bridge the gap for further development in the sector of intelligent dwellings.

关键词： Smart agriculture Technological innovation HVAC Green design Computer viruses Lighting Smart homes

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Effect of Community-Based Total sanitation program with diarrhea Incidents in toddler at communities near rivers

Effect of Community-Based Total sanitation Program with diar...

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2nd International Conference on Chemical Engineering and Applied Sciences (ICChEAS)

作者： Indah, Fenita Purnama Sari Cardiah, Tita Rahmat, Azwar Sulandjari, Kuswarini Andiyan, Andiyan Hendayani, Nenden STIKes Widya Dhamia HusadaTangerang Dept Publ Hlth Banten 15417 Indonesia Telkom Univ Sch Creat Ind Interior Design Bandung 40257 West Java Indonesia State Islamic Univ Fatmawati Sukarno Bengkulu Fac Tarbiyah Madrasah Ibtidaiyah Teacher Educ Study Program Bengkulu 38211 Bengkulu Indonesia Univ Singaperbangsa Karawang Fac Agr Agribusiness Study Program Karawang 41361 West Java Indonesia Univ Faletehan Fac Sci & Engn Architecture Study Program Bandung 40266 West Java Indonesia Univ Sali Al Aitaam Digital Business Study Program Bandung 40287 West Java Indonesia

The objective of this study was to determine the determinants between Community-Based Total Sanitation and the incidence of diarrhea in toddler at communities near rivers. This study used a quantitative approach with cross sectional design. The sample consisted of 76 mothers who have toddler with the sampling technique by accidental sampling. Primary data obtained directly from interviews using questionnaires and direct observation to respondents. The independent variable was Community-Based Total Sanitation which includes the behavior of open defecation, drinking water and food management, household waste management, and household waste water management. The results showed that only household wastewater management was significant with the incidence of diarrhea in toddlers (p value 0,0000;OR 5,2), while, open defecation (p value 0.118), drinking water and household food management (p value 1,000), household waste management (p value 0,979) was not related to the incidence of diarrhea in toddlers. Toddlers in households with poor wastewater treatment were 5,2 times more likely to have diarrhea. The conclusion is household wastewater management was significant with the incidence of diarrhea in toddlers, so that innovative efforts are needed so that the community improves their waste management. This is useful for preventing the occurrence of diarrhea in toddlers. (C) 2022 The Authors. Published by Elsevier Ltd.

关键词： Incidence of diarrhea Community-Based Total Sanitation Toddler

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Parametric modeling and fabrication as capturing knowledge: A design computation workflow for historical brick surfaces in Anatolia

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Digital Applications in Archaeology and Cultural Heritage 2024年 32卷

作者： Altun, Sevgi Özkar, Mine İstanbul Technical University Graduate School Department of Informatics Architectural Design Computing Graduate Program Harbiye Mahallesi Taşkışla Caddesi No:2 Şişli İstanbul 34367 Turkey İstanbul Technical University Faculty of Architecture Department of Architecture Harbiye Mahallesi Taşkışla Caddesi No:2 Şişli İstanbul 34367 Turkey

Using computational design tools to create meaningful digital representations of architectural heritage delivers both challenges and opportunities. On one hand, digital tools aid the fast and detailed three-dimensional modeling of architectural elements. On the other hand, these models do not sufficiently document the materials and techniques of making. This research proposes a workflow to use computational design tools to analyze historic Anatolian brick elements while integrating their geometry, construction, and part-whole relations in parametric modeling and robotic fabrication processes. Our approach demonstrates a correlation between the design of the surface pattern and material application in historical bricklaying. The proposed workflow can be applied to formalize implicit design knowledge, integrating it into the digital environment and numeric control production codes. This holistic approach to heritage prioritizes both the tangible aspects, such as form and material, and intangible aspects such as the knowledge base of applied techniques. © 2023 Elsevier Ltd

关键词： Architectural heritage documentation Historical bricklaying Robotic fabrication Shape grammars

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Synergistic Effects of Superplasticizers and Biopolymer-Based Viscosity-Modifying Admixtures on the Rheology of Cement-Based Systems

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SSRN 2024年

作者： González-Aviña, José Vidal Hosseinpoor, Masoud Yahia, Ammar Durán-Herrera, Alejandro Universidad Autónoma de Nuevo León Facultad de Ingeniería Civil Nuevo León San Nicolás de los Garza Mexico Université de Sherbrooke Department of Civil and Building Engineering SherbrookeQC Canada School of Architecture and Interior Design Canadian University Dubai United Arab Emirates

The study investigated the synergistic effects of combining superplasticizers with biopolymer-derived viscosity-modifying admixtures (VMAs) to enhance the performance of cement-based systems. Superplasticizers, including polycarboxylate ethers (PCE) and polynaphthalene sulfonates (PNS), were combined with VMAs derived from anionic (welan, tragacanth, and almond gums, and giant kelp extract) and non-ionic (guar and locust bean gums) biopolymers. Performance analysis methods included: (1) assessment of elasticity and structural build-up, (2) evaluation of viscosity, yield stress, and stability, and (3) analysis of hydration kinetics and development of compressive strength. Anionic biopolymers, such as welan gum and giant kelp extract, formed strong elastic flocculated networks, while tragacanth and almond gums led to networks with rapid rigidification. These biopolymer-based mixtures exhibited high stability against forced bleeding due to their superior viscoplastic properties. Among non-ionic biopolymers, guar gum systems resulted in higher visco-elastoplastic properties compared to locust bean gum systems. The hydration process and compressive strength development were significantly influenced by the type of VMA and dosage, as well as the type of superplasticizer used. © 2024, The Authors. All rights reserved.

关键词： Viscosity

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Enhancing the presence and visibility of landscapes in docomomo 16

Enhancing the presence and visibility of landscapes in docom...

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16th International Docomomo Conference Tokyo Japan 2020+1

作者： Haenraets, Jan Saniga, Andrew Cengiz, Gulnur Boston University Preservation Studies Program BostonMA02215 United States University of Melbourne Melbourne School of Design VIC3010 Australia Newcastle University School of Architecture Planning and Landscape Quadrangle Newcastle Upon Tyne United Kingdom

ISBN: (纸本)9784904700761

Landscape themed initiatives, presentations and publications have become regular occurrences in docomomo International and its chapters. A general impression remains that docomomo predominately focusses on architecture, and that there is work to be done to elevate the importance of ‘landscape’, a significant task being to define and clarify the breadth of sites that are characteristic of the modern landscape in a range of contexts, geographically and typologically. While its activities remain modest, the Specialist Committee on Urbanism and Landscape (ISC/U+L) has taken up the role as a point of contact for landscape advice to chapters along with organising themed events. In 2018 the ISC/U+L proceeded to develop a thematic book on designed landscapes of the Modern Movement based on submissions from docomomo chapters. The initiative had several objectives based upon broadening knowledge and appreciation of salient issues to do with modern landscapes worldwide. With the book, docomomo and the ISC/U+L could potentially enhance the presence and visibility of landscapes in the broader field of mid 20th century historical and theoretical research and beyond to heritage and conservation more generally. This paper clarifies — within the context of the evolution of the conservation of landscapes of the Modern Movement and the status of landscape activities in docomomo — the method and process followed to gather the submissions from the chapters. Key findings from an analysis of the process to engage the chapters and the submitted sites lead to thoughts on potential future actions. © 2021 Inheritable Resilience: Sharing Values of Global Modernities - 16th International Docomomo Conference Tokyo Japan 2020+1 Proceedings. All Rights Reserved.

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Do Larger-Scale Ecological Networks Imply Higher Efficiency in Biodiversity Conservation? Evidence from the Yangtze River Delta, China

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SSRN 2024年

作者： Liu, Qiqi Hang, Tian Wu, Yunfei Song, Youngkeun Tang, Xiaolan Department of Landscape Architecture Nanjing Forestry University Nanjing China Department of Environmental Design Graduate School of Environmental Studies Seoul National University Seoul Korea Republic of Interdisciplinary Program in Landscape Architecture Seoul National University Seoul Korea Republic of Integrated Major in Smart city Global Convergence Seoul National University Seoul Korea Republic of Department of Art & Design Nanjing Forestry University Nanjing China Academy of Chinese Ecological Progress and Forestry Studies Nanjing Forestry University Nanjing China

Constructing ecological networks between protected areas is crucial for preventing further biodiversity loss. Considering the variations among protected areas, developing multi-level ecological networks can optimize resource allocation. However, the relationship between the different levels of ecological networks and their efficiency in biodiversity conservation remains unclear. In this study, we considered factors including the distribution of endangered species, the impact of climate change, and human activity to identify ecological sources at different levels and established multi-level ecological corridors. We then assessed the relationship between different levels of ecological networks and biodiversity conservation efficiency. The results showed that high-priority ecological corridors are primarily concentrated in the southwestern part of the Yangtze River Delta, gradually extending eastward, while ecological corridors in the northern region are of relatively lower priority. Significant differences were also observed in the conservation efficiency of ecological networks at different levels. Under various future climate change scenarios (Shared Socioeconomic Pathways 126, 245, 370, and 585), smaller-scale but higher-priority ecological networks (MEN1 and MEN2) exhibited higher conservation efficiencies, reaching 75.36% and 61.13%, respectively, while larger-scale ecological networks (MEN3 and MEN4) showed efficiencies below 50%. These results indicate that larger-scale ecological networks do not necessarily equate to higher efficiency in biodiversity conservation, underscoring the importance of assessing the actual contributions of ecological networks to biodiversity protection. © 2024, The Authors. All rights reserved.

关键词： Efficiency

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Compressed earth block reinforced with sisal fiber and stabilized with cement: Manual compaction procedure and influence of addition on mechanical properties

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Materials Today: Proceedings 2023年

作者： Latha, Abinaya Thennarasan Murugesan, Balasubramanian Thomas, Blessen Skariah School of Architecture and Interior Design Faculty of Engineering and Technology SRM Institute of Science and Technology Kattankulathur Tamil Nadu 603203 India Department of Civil Engineering Faculty of Engineering and Technology SRM Institute of Science and Technology Kattankulathur Tamil Nadu 603203 India Department of Civil Engineering National Institute of Technology Calicut 673601 Kerala India

In the majority of emerging nations, there is an immediate demand for a method of house construction that is both affordable and long-lasting. Compressed stabilized earth blocks (CSEB) are anticipated to be cost-effective and have the ability to reverse the shelter shortage. The purpose of this study is to examine the viability of integrating sisal fibers (SF) into CSEB manufactured from Auroville (Pondicherry) red soil to improve the composite's technical properties;the CSEB is then stabilized using cement. To increase the mechanical strength of the mixture of soil and cement, 5% by weight of sisal fiber that had been treated with NaOH was added to the binders. The fiber was added between 0% and 2.0% of the block's dry mass, while Portland cement was analyzed between 0% and 12%. After 28 days, the block was subjected to compression and flexure testing in line with ASTM specifications. The ideal mix design for increasing the compressive strength performance of CSEB was determined to have a composition of 10% cement and 1% sisal fiber. An increase in CSEB's compressive strength was seen with the addition of cement and sisal fibers, as determined by the results of the tests. © 2023 Elsevier Ltd. All rights reserved.

关键词： Compressive strength

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Energy consumption of high-rise double skin façade buildings, a machine learning analysis

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Journal of Building Engineering 2024年 89卷

作者： Rezaie, Maedeh Kariminia, Shahab Band, Shahab S. Ameri, Rasoul Farokhi, Maryam Pai, Hao-Ting Gocer, Ozgur Rismanchi, Behzad Shooshtarian, Salman Department of Architecture Advancement in Architecture and Urban Planning Research Center Najafabad Branch Islamic Azad University Najafabad Iran Future Technology Research Center National Yunlin University of Science and Technology Douliu Taiwan Department of Information Management International Graduate School of Artificial Intelligence National Yunlin University of Science and Technology Taiwan Department of Information Management National Yunlin University of Science and Technology Taiwan Bachelor Program of Big Data Applications in Business National Pingtung University Pingtung Taiwan School of Architecture Design and Planning The University of Sydney SydneyNSW Australia Renewable Energy and Energy Efficiency Group Department of Infrastructure Engineering Faculty of Engineering and Information Technology The University of Melbourne Australia School of Property Construction and Project Management RMIT University Melbourne Australia

Most energy exchanges take place through the building skin. The skin characteristics play a decisive role in the extent of these exchanges, but they are somewhat more varied in the double skin façade (DSF). Among these characteristics, cavity segmentation has a noticeable effect on the implementation of the DSF in different directions during the hot and cold seasons. The aim of this study was to investigate the role of DSF segmentation in energy consumption and natural ventilation of high-rise buildings in hot and dry climates. This study used designBuilder software to study sixty-four segmentation component scenarios in an eight-story residential building in Isfahan, Iran. Moreover, a proposed hybrid model utilizing the hybridization of the Hunger Game Search and Gradient Boosting (HGS-GB) algorithm was employed to estimate energy consumption in various scenarios involving lighting, heating, cooling, and total scenarios. The available outcomes revealed that the HGS-GB model had a better performance in comparison with other individual models, such as Gradient Boosting (GB), Random Forest (RF), and K-nearest neighbors (KNN). The R2 values for lighting, heating, cooling, and total energy estimation were 0.9993, 0.9958, 0.9991, and 0.9922, respectively. The findings of this study suggest the significance of DSF segmentation in energy consumption and natural ventilation in high-rise buildings in hot and dry climates. © 2024 Elsevier Ltd

关键词： Forestry

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Comparison of the Hot Corrosion Behavior of Detonation Gun Sprayed Ysz and Bfs Tbc Systems

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SSRN 2023年

作者： Ozgurluk, Yasin Gulec, Ahmet Ozkan, Dervis Binal, Gulfem Karaoglanli, Abdullah Cahit Program of Medical Services and Techniques Vocational School of Health Services Bartin University Bartin74100 Turkey Program of Machine and Welding Technology Karasu Vocational School Sakarya University of Applied Sciences Sakarya54500 Turkey Department of Mechanical Engineering Faculty of Engineering Architecture and Design Bartin University Bartin74110 Turkey

Thermal barrier coatings (TBCs) are thermal insulation materials widely used in the marine, automotive and aviation industries. TBC systems used in high-temperature applications such as the combustion chamber of engines and turbine blades are exposed to many damages caused by environmental conditions under usage conditions. In order to reduce these unavoidable damage mechanisms, ceramic materials with low thermal conductivity and high stability are used in TBC systems. In this study, the hot corrosion damage mechanism, which is caused by the impurities of the fuels used in the industry and causes great damage in TBC systems, was simulated and evaluated in the laboratory environment. For the formation of TBC systems, CoNiCrAlY metallic bond coating powders were deposited on Ni-based superalloy substrates by the detonation gun (D-gun) process. Commercial YSZ coating and blast furnace slag were deposited on the bond coating by atmospheric plasma spray APS method. Hot corrosion testing of TBCs was performed at 800 °C for 8, 24, 50 and 75 hours in an environmental condition consisting of a 45% wt% Na2SO4–55 wt% V2O5 corrosive salt mixture. © 2023, The Authors. All rights reserved.

关键词： Thermal barrier coatings

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