{"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}
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}
{"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}
Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch
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.
{"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}
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}
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}
{"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}
Pegah Yazdkhasti, Julian Luciano Cárdenas–Barrera, Chris Diduch
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.
{"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}
{"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}
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}
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