Mathematical Modelling of Engineering Problems最新文献

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DOE-ANOVA Analysis to Estimate the Effect of Ambient Temperature, Pressure and Humidity on Surface Wind Speed 通过 DOE-ANOVA 分析估计环境温度、压力和湿度对地面风速的影响
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110309
Samuel Vega-Zuñiga, J. Rueda-Bayona, Adalberto Ospino-Castro
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引用次数: 0
Optimizing Energy Consumption in Buildings: Intelligent Power Management Through Machine Learning 优化建筑能耗:通过机器学习实现智能电源管理
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110321
M. M. Talib, M. Croock
{"title":"Optimizing Energy Consumption in Buildings: Intelligent Power Management Through Machine Learning","authors":"M. M. Talib, M. Croock","doi":"10.18280/mmep.110321","DOIUrl":"https://doi.org/10.18280/mmep.110321","url":null,"abstract":"In the realm of energy conservation, managing power consumption within buildings emerges as a pivotal challenge. This study introduces sophisticated models that optimize energy usage by intelligently managing power distribution in various zones of a building. To achieve this, four machine learning classifiers, Random Forest (RF), Support Vector Machine (SVM), K-Nearest Neighbor (KNN) algorithm, and Naive Bayes (NB), were employed. These classifiers were integrated with feature reduction techniques, namely Boruta and Principal Component Analysis (PCA), to diminish model complexity. The study delineates three distinct power management strategies: Full, Selected, and Shutdown. The effectiveness of these models was evaluated using a dataset obtained from a building's energy consumption measurements. A comparative analysis revealed that the integration of the RF classifier with the Boruta feature reduction method significantly excelled, achieving a classification accuracy of 98%. Additionally, this combination demonstrated an execution time of merely 0.4549 seconds. The findings of this research not only underscore the efficacy of combining specific machine learning classifiers with feature reduction techniques but also highlight the potential of such integrations in optimizing energy consumption in building environments. This approach paves the way for more energy-efficient and sustainable building management practices.","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"110 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140370404","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
Efficient Technologies for Harvesting and Reutilizing Logging Residues in Russia: A Sustainable Forestry Approach 俄罗斯采伐和再利用伐木剩余物的高效技术:可持续林业方法
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110319
Ol'ga Kunickaya, Michael Zyryanov, Sergey Medvedev, A. Mokhirev, Anastasia Spiridonova, Pavel Perfiliev, Aleksei Teppoev
{"title":"Efficient Technologies for Harvesting and Reutilizing Logging Residues in Russia: A Sustainable Forestry Approach","authors":"Ol'ga Kunickaya, Michael Zyryanov, Sergey Medvedev, A. Mokhirev, Anastasia Spiridonova, Pavel Perfiliev, Aleksei Teppoev","doi":"10.18280/mmep.110319","DOIUrl":"https://doi.org/10.18280/mmep.110319","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"109 23","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140370506","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
Analysis of Regional Potential in Merauke Regency Based on Superior Livestock Population Using a Hybrid Algorithm 使用混合算法,根据优势牲畜数量分析美劳科地区的区域潜力
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110320
Lilik Sumaryanti, Michael Nurcholis, D. Muchlis
{"title":"Analysis of Regional Potential in Merauke Regency Based on Superior Livestock Population Using a Hybrid Algorithm","authors":"Lilik Sumaryanti, Michael Nurcholis, D. Muchlis","doi":"10.18280/mmep.110320","DOIUrl":"https://doi.org/10.18280/mmep.110320","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"136 38","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140369481","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
Enhancing Artificial Ventilator Systems: A Comparative Analysis of Traditional and Nonlinear PID Controllers 增强人工呼吸机系统:传统和非线性 PID 控制器的比较分析
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110303
Dhiyaa Sheltag, S. Kadhim
{"title":"Enhancing Artificial Ventilator Systems: A Comparative Analysis of Traditional and Nonlinear PID Controllers","authors":"Dhiyaa Sheltag, S. Kadhim","doi":"10.18280/mmep.110303","DOIUrl":"https://doi.org/10.18280/mmep.110303","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"57 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140368977","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
Dynamical Behaviour of a Stochastic Mathematical Model and Optimal Control for Type 2 Diabetes 随机数学模型的动态行为与 2 型糖尿病的优化控制
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110324
Saravana Moorthy Anusha, S. Athithan
{"title":"Dynamical Behaviour of a Stochastic Mathematical Model and Optimal Control for Type 2 Diabetes","authors":"Saravana Moorthy Anusha, S. Athithan","doi":"10.18280/mmep.110324","DOIUrl":"https://doi.org/10.18280/mmep.110324","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"141 29","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140369222","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
Finite Element Analysis of Ventral Ankle-Foot Orthosis Under Cuff and Ground Reaction Force Loading 袖带和地面反作用力负载下的腹侧踝足矫形器有限元分析
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110311
Alfian Pramudita Putra, Lolita Hapsari Dwi Syahananta, A. Rahmatillah, Pujiyanto, O. Rahma, I. P. A. Pawana, F. Qulub, Esti Andarini
{"title":"Finite Element Analysis of Ventral Ankle-Foot Orthosis Under Cuff and Ground Reaction Force Loading","authors":"Alfian Pramudita Putra, Lolita Hapsari Dwi Syahananta, A. Rahmatillah, Pujiyanto, O. Rahma, I. P. A. Pawana, F. Qulub, Esti Andarini","doi":"10.18280/mmep.110311","DOIUrl":"https://doi.org/10.18280/mmep.110311","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"130 27","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140369904","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
A Visual Landforms Classification Methodology for Mobile Robot Navigation by Intelligent Double Spike Neural Network Acceleration 通过智能双钉神经网络加速移动机器人导航的视觉地貌分类方法
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110318
Zhraa Issam Ibrahim, N. Al-Jamali
{"title":"A Visual Landforms Classification Methodology for Mobile Robot Navigation by Intelligent Double Spike Neural Network Acceleration","authors":"Zhraa Issam Ibrahim, N. Al-Jamali","doi":"10.18280/mmep.110318","DOIUrl":"https://doi.org/10.18280/mmep.110318","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"126 40","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140370316","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
Effect of Friction Stir Spot Welding with a Rotating Anvil on the Microstructure of Aluminum AA6061-T4 Alloy 旋转砧摩擦搅拌点焊对 AA6061-T4 铝合金微观结构的影响
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110316
Salam O. Dahi, Ahmed Ali A. Al-Shawk, Hussein Al-Gburi
{"title":"Effect of Friction Stir Spot Welding with a Rotating Anvil on the Microstructure of Aluminum AA6061-T4 Alloy","authors":"Salam O. Dahi, Ahmed Ali A. Al-Shawk, Hussein Al-Gburi","doi":"10.18280/mmep.110316","DOIUrl":"https://doi.org/10.18280/mmep.110316","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"24 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140372749","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
Increasing Photovoltaic Panel Thermal Efficiency Using Phase Change Materials and Heatsinks: A Numerical and Analytical Study 利用相变材料和散热器提高光伏电池板的热效率:数值和分析研究
Mathematical Modelling of Engineering Problems Pub Date : 2024-03-28 DOI: 10.18280/mmep.110304
Hazim Jassim Jaber, S. T. M. Al-Musawi, A. R. Abdullah, Sadoon K. Ayed, H. S. Majdi, Nabeh N. Alderoubi
{"title":"Increasing Photovoltaic Panel Thermal Efficiency Using Phase Change Materials and Heatsinks: A Numerical and Analytical Study","authors":"Hazim Jassim Jaber, S. T. M. Al-Musawi, A. R. Abdullah, Sadoon K. Ayed, H. S. Majdi, Nabeh N. Alderoubi","doi":"10.18280/mmep.110304","DOIUrl":"https://doi.org/10.18280/mmep.110304","url":null,"abstract":"","PeriodicalId":37338,"journal":{"name":"Mathematical Modelling of Engineering Problems","volume":"109 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140370568","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
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