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Optimal Engagement of Residential Battery Storage to Alleviate Grid Upgrades Caused by EVs and Solar Systems 优化住宅电池储能，缓解电动汽车和太阳能系统造成的电网升级问题
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-03-01 DOI: 10.25046/aj090201
Rafi Zahedi Amirhossein Ahmadian, Chen Zhang, Shashank Narayana Gowda, Kourosh Sedghisigarchi, R. Gadh
{"title":"Optimal Engagement of Residential Battery Storage to Alleviate Grid Upgrades Caused by EVs and Solar Systems","authors":"Rafi Zahedi Amirhossein Ahmadian, Chen Zhang, Shashank Narayana Gowda, Kourosh Sedghisigarchi, R. Gadh","doi":"10.25046/aj090201","DOIUrl":"https://doi.org/10.25046/aj090201","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"61 13","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140280729","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
Double-Enhanced Convolutional Neural Network for Multi-Stage Classification of Alzheimer’s Disease 用于阿尔茨海默病多阶段分类的双增强卷积神经网络
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-03-01 DOI: 10.25046/aj090202
Pui Ching Wong, Shahrum Shah bin Abdullah, M. I. Shapiai
{"title":"Double-Enhanced Convolutional Neural Network for Multi-Stage Classification of Alzheimer’s Disease","authors":"Pui Ching Wong, Shahrum Shah bin Abdullah, M. I. Shapiai","doi":"10.25046/aj090202","DOIUrl":"https://doi.org/10.25046/aj090202","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"96 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140280787","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
Comparing Kalman Filter and Diffuse Kalman Filter on a GPS Signal with Noise 比较卡尔曼滤波器和漫反射卡尔曼滤波器对带噪声 GPS 信号的处理效果
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-21 DOI: 10.25046/aj090112
Maximo Giovani Tanzado Espinoza
{"title":"Comparing Kalman Filter and Diffuse Kalman Filter on a GPS Signal with Noise","authors":"Maximo Giovani Tanzado Espinoza","doi":"10.25046/aj090112","DOIUrl":"https://doi.org/10.25046/aj090112","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"54 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140444950","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
Smart Agent-Based Direct Load Control of Air Conditioner Populations in Demand Side Management 需求侧管理中基于智能代理的空调人口直接负荷控制
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090111
Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch
{"title":"Smart Agent-Based Direct Load Control of Air Conditioner Populations in Demand Side Management","authors":"Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch","doi":"10.25046/aj090111","DOIUrl":"https://doi.org/10.25046/aj090111","url":null,"abstract":"The integration of fluctuating renewable resources such as wind and solar into existing power systems poses challenges to grid reliability and the seamless incorporation of these resources. To address the inherent variability in renewable generation, direct load control emerges as a promising method for demand-side management. Thermostatically controlled appliances, like air conditioners, hold a significant role in this approach. However, effective direct load control necessitates accurate load magnitude estimation and the potential for load shifting. In this paper, we introduce a smart-agent architecture that employs a mathematical model to forecast aggregated power consumption behavior, even when changes are introduced by the controller. To assess system performance, a numerical simulator was developed, demonstrating the system’s adaptability to changes, its self-retraining capability, and its continuous improvement in predicting aggregated power consumption.","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"19 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139812411","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 Novel Metric for Evaluating the Stability of XAI Explanations 评估 XAI 解释稳定性的新标准
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090113
Falko Gawantka, Franz Just, Marina Savelyeva, Markus Wappler, Jörg Lässig
{"title":"A Novel Metric for Evaluating the Stability of XAI Explanations","authors":"Falko Gawantka, Franz Just, Marina Savelyeva, Markus Wappler, Jörg Lässig","doi":"10.25046/aj090113","DOIUrl":"https://doi.org/10.25046/aj090113","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"382 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140469256","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
Investigating Heart Rate Variability Index Classification in Macaca fascicularis and Humans: Exploring Applications for Personal Identification and Anonymization Studies 研究猕猴和人类的心率变异指数分类：探索个人识别和匿名化研究的应用
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090114
Daisuke Hirahara, Itaru Kaneko, Junji Nishino, J. Hayano, Óscar Martínez Mozos, E. Yuda
{"title":"Investigating Heart Rate Variability Index Classification in Macaca fascicularis and Humans: Exploring Applications for Personal Identification and Anonymization Studies","authors":"Daisuke Hirahara, Itaru Kaneko, Junji Nishino, J. Hayano, Óscar Martínez Mozos, E. Yuda","doi":"10.25046/aj090114","DOIUrl":"https://doi.org/10.25046/aj090114","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"33 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140463921","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
Mathematical Model of Wind Turbine Simulator Based Five-Phase Permanent Magnet Synchronous Generator with Nonlinear Loads and Harmonic Analysis 基于非线性负载和谐波分析的风力涡轮机模拟器五相永磁同步发电机数学模型
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090116
Peerawat Meesuk, V. Kinnares
{"title":"Mathematical Model of Wind Turbine Simulator Based Five-Phase Permanent Magnet Synchronous Generator with Nonlinear Loads and Harmonic Analysis","authors":"Peerawat Meesuk, V. Kinnares","doi":"10.25046/aj090116","DOIUrl":"https://doi.org/10.25046/aj090116","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"471 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140468205","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
Smart Agent-Based Direct Load Control of Air Conditioner Populations in Demand Side Management 需求侧管理中基于智能代理的空调人口直接负荷控制
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090111
Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch
{"title":"Smart Agent-Based Direct Load Control of Air Conditioner Populations in Demand Side Management","authors":"Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch","doi":"10.25046/aj090111","DOIUrl":"https://doi.org/10.25046/aj090111","url":null,"abstract":"The integration of fluctuating renewable resources such as wind and solar into existing power systems poses challenges to grid reliability and the seamless incorporation of these resources. To address the inherent variability in renewable generation, direct load control emerges as a promising method for demand-side management. Thermostatically controlled appliances, like air conditioners, hold a significant role in this approach. However, effective direct load control necessitates accurate load magnitude estimation and the potential for load shifting. In this paper, we introduce a smart-agent architecture that employs a mathematical model to forecast aggregated power consumption behavior, even when changes are introduced by the controller. To assess system performance, a numerical simulator was developed, demonstrating the system’s adaptability to changes, its self-retraining capability, and its continuous improvement in predicting aggregated power consumption.","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"23 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139872499","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
Development of a GSM-RC Automated Device for Measuring Mobile Communication Signal Strength and Meteorological Parameters 开发用于测量移动通信信号强度和气象参数的 GSM-RC 自动装置
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-02-01 DOI: 10.25046/aj090115
Giwa Abdulgafar Babatunde, Ewetumo Theophilus, Ojo Joseph. Sunday, Adedayo Kayode David, Owolawi Gbenga Ayodele
{"title":"Development of a GSM-RC Automated Device for Measuring Mobile Communication Signal Strength and Meteorological Parameters","authors":"Giwa Abdulgafar Babatunde, Ewetumo Theophilus, Ojo Joseph. Sunday, Adedayo Kayode David, Owolawi Gbenga Ayodele","doi":"10.25046/aj090115","DOIUrl":"https://doi.org/10.25046/aj090115","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"653 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140469497","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 the Network Anomaly Detection using CNN-Bidirectional LSTM Hybrid Model and Sampling Strategies for Imbalanced Network Traffic Data 针对不平衡网络流量数据，使用 CNN-双向 LSTM 混合模型和采样策略加强网络异常现象检测
Advances in Science, Technology and Engineering Systems Journal Pub Date : 2024-01-01 DOI: 10.25046/aj090107
Toya Acharya, Annamalai Annamalai, Mohamed F Chouikha
{"title":"Enhancing the Network Anomaly Detection using CNN-Bidirectional LSTM Hybrid Model and Sampling Strategies for Imbalanced Network Traffic Data","authors":"Toya Acharya, Annamalai Annamalai, Mohamed F Chouikha","doi":"10.25046/aj090107","DOIUrl":"https://doi.org/10.25046/aj090107","url":null,"abstract":"","PeriodicalId":7674,"journal":{"name":"Advances in Science, Technology and Engineering Systems Journal","volume":"6 7","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139634992","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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