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2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)最新文献

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Exploring an AI Data Dredging Birthday Paradox 探索人工智能数据挖掘的 "生日悖论
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467565
Marco Pollanen
{"title":"Exploring an AI Data Dredging Birthday Paradox","authors":"Marco Pollanen","doi":"10.1109/ACDSA59508.2024.10467565","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467565","url":null,"abstract":"In the era of AI and Data Science, the extensive use of big databases for various purposes, including crime investigations, medical studies, and general population profiling, leads increasingly to the possibility of random database matches driven merely by coincidence akin to the famous birthday paradox. As databases swell in size and complexity, we show in this paper that under some circumstances the likelihood of coincidental matches between seemingly unrelated entries increases dramatically. These extraneous matches can inadvertently mislead investigators and analysts, ultimately resulting in incorrect source attributions.Applying the mathematics of generalized birthday problems, this paper uses an expository approach to delve into the intricacies of data dredging across diverse data sets, emphasizing the need for caution when interpreting results obtained through post-hoc analysis. We explore the potential consequences of relying on post-facto data-driven storytelling, highlighting the dangers of attributing meaning to even matches that occur with seemingly extraordinary odds.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"442 ","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528850","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
Power Management Control for Hybrid Electric Aircraft Propulsion Drive Based on Triple Active Bridge DC-DC Converter 基于三有源桥 DC-DC 转换器的混合动力电动飞机推进驱动电源管理控制
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467866
Ahmed Hamed Ahmed Adam, Jiawei Chen, Salah Kamel, J. Domínguez-García
{"title":"Power Management Control for Hybrid Electric Aircraft Propulsion Drive Based on Triple Active Bridge DC-DC Converter","authors":"Ahmed Hamed Ahmed Adam, Jiawei Chen, Salah Kamel, J. Domínguez-García","doi":"10.1109/ACDSA59508.2024.10467866","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467866","url":null,"abstract":"Hybrid electric aircraft (HEA) propulsion drives using fuel cells and batteries have been receiving attention due to their potential to reduce emissions. Their safe, flexible, and efficient control challenges include many switches, complex passive circuitry, and varying power flow paths and levels. In this paper, an enhanced power management control for the TAB converter, which offers high flexibility and control efficiency, has been developed. The converter reduces the number of components and their size, improves system efficiency, and reduces switching losses. The fuel cell and battery connect to ports one and three on the input side. And on the output side, it can handle high-voltage loads. Simulations have been conducted to model and simulate the various operating modes of a hybrid-electric propulsion system that uses the TAB converter. These simulations replicate a standard flight profile, which includes takeoff, ascent, descent, cruising, and regenerative charging phases. Simulation results indicate that TAB converters can maintain high efficiency throughout all phases of the flight profile.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"29 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528954","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 system for measurement of seawater parameters: Statistical postprocessing of collected data 海水参数测量系统：对收集到的数据进行统计后处理
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467427
Nikola Vladimir
{"title":"A system for measurement of seawater parameters: Statistical postprocessing of collected data","authors":"Nikola Vladimir","doi":"10.1109/ACDSA59508.2024.10467427","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467427","url":null,"abstract":"The measurement system for real-time monitoring of water parameters in mariculture farms, along with early warning algorithms for anomalies, has been developed within the research center for INTELligent, innovative, environmentally friendly, and sustainable MARICulture (INTEL-MARIC). This system enables the collection of data on 9 different water parameters. In addition to presenting the main developments achieved within the INTEL-MARIC project, this paper provides an analysis of the data collected from the Krka River in Croatia over a 1-year period. The paper includes a statistical analysis of the measured data, a correlation analysis between different seawater parameters, and descriptions of the measurement and early warning systems. Furthermore, the multiprobe maintenance procedure is described, and the potential use of similar systems in different fields is discussed.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"55 ","pages":"1-5"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140529002","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
RAPUF: A Novel Integration of Reversible Logic and Arbiter Physical Unclonable Functions for Enhancing IoT Security RAPUF：可逆逻辑与仲裁器物理不可解函数的新型集成，用于增强物联网安全性
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467511
Dominick Rizk, Frederic Rizk, Patrick Rizk, Rodrigue Rizk
{"title":"RAPUF: A Novel Integration of Reversible Logic and Arbiter Physical Unclonable Functions for Enhancing IoT Security","authors":"Dominick Rizk, Frederic Rizk, Patrick Rizk, Rodrigue Rizk","doi":"10.1109/ACDSA59508.2024.10467511","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467511","url":null,"abstract":"The Internet of Things (IoT) devices’ proliferation underscores the critical importance of fortifying nanoscale circuit security against evolving cyber threats. This paper introduces an unprecedented paradigm to enhance IoT security through the synergistic integration of reversible logic gates and Arbiter Physical Unclonable Functions (APUFs). Reversible logic, known for its theoretical efficiency and energy conservation, is coupled with APUFs, leveraging their unique ability to exploit nanoscale manufacturing variations for robust hardware security. The novel integration is specifically tailored to address the distinctive security challenges prevalent in IoT ecosystems. The proposed methodology encompasses designing and implementing a secure nanoscale circuit system, tailored to the resource constraints of IoT devices. Through an exhaustive literature review, we establish the significance of reversible logic and APUFs in the broader context of nanoscale circuit design and IoT security. The experimental results demonstrate not only the feasibility of the integrated approach but also its effectiveness in fortifying IoT devices against unauthorized access and data breaches. This research contributes a fresh perspective to the field of IoT security, presenting a novel solution that combines energy-efficient reversible logic with the intrinsic security features of APUFs. The outcomes of this work hold promise for advancing the security paradigm of IoT devices ensuring their resilience against emerging threats in the ever-evolving landscape of cybersecurity and contributing significantly to the evolving field of quantum-enhanced IoT security.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"36 7","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140529005","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 Few-shot custom CNN Model for Retinal Nerve Fibre Layer Thickness Measurement in OCT Images of Epilepsy 用于测量癫痫 OCT 图像中视网膜神经纤维层厚度的少帧自定义 CNN 模型
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10468036
Ruqayya Muhammad, Moussa Mahamat Boukar, Steve Adeshina, Senol Dane
{"title":"A Few-shot custom CNN Model for Retinal Nerve Fibre Layer Thickness Measurement in OCT Images of Epilepsy","authors":"Ruqayya Muhammad, Moussa Mahamat Boukar, Steve Adeshina, Senol Dane","doi":"10.1109/ACDSA59508.2024.10468036","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10468036","url":null,"abstract":"This study aims to assess the effectiveness of employing deep learning models for measuring retinal nerve fiber layer (RNFL) thickness in optical coherence tomography (OCT) scans of epilepsy patients. Conventional OCT scan segmentation methods typically rely on supervised learning, demanding substantial data for training and assuming fixed network weights post-training. To mitigate these challenges, we explore the applicability of few-shot learning (FSL) in CNN architectures, allowing dynamic fine-tuning of network weights with minimal additional data. Experimental results demonstrate enhanced segmentation accuracy, with the proposed Few-shot Custom CNN achieving a notable 91% accuracy, surpassing both the Custom CNN (86%) and the OCT machine data. This suggests the superiority of the few-shot Custom CNN model in segmentation performance compared to OCT scans.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"442 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528651","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
Stochastic Energy Management Framework for Multi-Microgrid with Demand Response and Battery Storage 带需求响应和电池储能的多微网随机能源管理框架
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467676
Nehmedo Alamir, Salah Kamel, Francisco Jurado, Sobhy M. Abdelkader
{"title":"Stochastic Energy Management Framework for Multi-Microgrid with Demand Response and Battery Storage","authors":"Nehmedo Alamir, Salah Kamel, Francisco Jurado, Sobhy M. Abdelkader","doi":"10.1109/ACDSA59508.2024.10467676","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467676","url":null,"abstract":"this paper proposes a techno-economic assessment of the integration of the Demand Response Program (DRP) and Battery Energy storage system (BESS) in Multi-Microgrid (MMG) energy management (EM). Additionally, to consider the uncertainties in MMG resources, the Point estimation method (PEM) with Quantum Artificial Rabbits Optimization (QARO) technique is developed to estimate the probability density function (PDF) of operating cost and Independence Performance Index (IPI). A day-ahead EM problem is modeled for operating and transaction cost minimization while the MMG benefit is maximized. The Proposed QARO is employed to solve the deterministic problem in three case studies. The operating cost is reduced with the integration of DR and the BESS. The integration of DR and BESS enhanced the IPI by 2.4%. In addition, the proposed hybrid QARO-PEM is implemented to solve the stochastic EM problem, and the PDF for operating cost and IPI are estimated.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"728 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528702","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
Continuous Learning for Anomaly Detection: A Case Study in Volcanic Unrest Monitoring 异常检测的持续学习：火山动荡监测案例研究
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10468041
Miriana Corsaro, Simone Palazzo, C. Spampinato, Flavio Cannavò
{"title":"Continuous Learning for Anomaly Detection: A Case Study in Volcanic Unrest Monitoring","authors":"Miriana Corsaro, Simone Palazzo, C. Spampinato, Flavio Cannavò","doi":"10.1109/ACDSA59508.2024.10468041","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10468041","url":null,"abstract":"In the field of volcanology, timely detection of anomalies is essential for disaster mitigation. Traditional methods often fall short in adapting to evolving volcanic behavior. We propose a model that combines continual learning and autoencoders to adaptively detect anomalies. The autoencoder extracts relevant features from sensor data, while continual learning enables the model to adapt to changing volcanic patterns. A case study demonstrates its effectiveness in real-time monitoring, offering a data-driven and efficient solution for volcanic anomaly detection.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"129 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528608","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
Unlocking Hydrogen Evolution: Deciphering Structure-Activity Links in Two-Dimensional Molybdenum Dichalcogenides for Enhanced Electrochemical Catalysis 解锁氢进化：解密二维二卤化钼中的结构-活性关联以增强电化学催化作用
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467548
Zhexu Xi
{"title":"Unlocking Hydrogen Evolution: Deciphering Structure-Activity Links in Two-Dimensional Molybdenum Dichalcogenides for Enhanced Electrochemical Catalysis","authors":"Zhexu Xi","doi":"10.1109/ACDSA59508.2024.10467548","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467548","url":null,"abstract":"Hydrogen Evolution Reaction (HER) is vital for sustainable hydrogen generation, where two-dimensional molybdenum dichalcogenide (MoX2) layers are promising electrocatalysts due to their vast surface area and exceptional conductivity. However, the relationship between their mechanisms in HER electrocatalysis and HER performance (including activity and stability) remains complex. This research focuses on exploring this relationship by examining MoX2 fundamentals and interconnected similarities. Three key parameters—MoX2 species and reagent (precursor & reductant) ratios—are comprehensively discussed on how to optimize the HER performance. The effects of altered conditions on the structure-activity interplay are highlighted. Our findings offer insights into controlling MoX2 catalyst synthesis and modifications for enhanced performance in hydrogen evolution.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"47 ","pages":"1-7"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528626","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
Low-order CFD simulation of a ducted wind turbine in realistic hilly environments 在现实丘陵环境中对管道式风力涡轮机进行低阶 CFD 模拟
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467966
Micol Pucci, Stefania Zanforlin
{"title":"Low-order CFD simulation of a ducted wind turbine in realistic hilly environments","authors":"Micol Pucci, Stefania Zanforlin","doi":"10.1109/ACDSA59508.2024.10467966","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467966","url":null,"abstract":"It is common to place wind turbines over smooth hills to exploit the speed up effect resulting from the hill slope. On the other hand, another way to increase the power output of small turbines consists in the adoption of a diffuser. Therefore, it would be interesting to investigate the union of these two techniques, however, since the computing resources required by traditional fully 3D CFD simulations would be prohibitive, other less expensive approaches are needed. Using CFD, the performance of a 50kW wind turbine positioned on the top of a hill and equipped with a symmetrical convergent-divergent diffuser was predicted. To save computation time, the fluid dynamic interaction with the rotating blades is mimicked by adopting the momentum source low-order approach, that in our case is based on the Virtual Blade Model (VBM). The diffuser behavior has been analyzed for three hill profiles characterized by the same height but different shapes that are representative of realistic environments. The results show that the diffuser not only allows a general massive increase in power but also that its use is especially advantageous, compared to the bare turbine, in cases of flows made yawed by the slope of the hill or the geometry of the cliff. This happens because the converging section of the diffuser is able to realign the skewed flows normally to the turbine rotor.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"143 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140529176","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: 1
Zero-Voltage-Switching Analysis Model of a Three-Port Converter for Hybrid Electric Applications 用于混合动力电动应用的三端口转换器的零电压开关分析模型
2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA) Pub Date : 2024-02-01 DOI: 10.1109/ACDSA59508.2024.10467773
Ahmed Hamed Ahmed Adam, Jiawei Chen, Salah Kamel, J. Domínguez-García
{"title":"Zero-Voltage-Switching Analysis Model of a Three-Port Converter for Hybrid Electric Applications","authors":"Ahmed Hamed Ahmed Adam, Jiawei Chen, Salah Kamel, J. Domínguez-García","doi":"10.1109/ACDSA59508.2024.10467773","DOIUrl":"https://doi.org/10.1109/ACDSA59508.2024.10467773","url":null,"abstract":"This study presents an analysis of the zero-voltage switching (ZVS) region of a triple-active-bridge (TAB) converter. The TAB converter derives from a dual-active-bridge (DAB) converter and operates as an isolated converter. It comprises three full bridges coupled to three winding transformers. The study investigates the principles of power flow control and operation under the soft-switching mode to define the converter's operational range. The ZVS boundaries are deduced as a result of this investigation. The parameters under consideration include the transformer turn ratio, leakage inductance as variables, and phase shift ratios. Theoretical considerations are validated through Matlab simulations, enabling the establishment of design criteria for operating the TPC under soft switching within an extensive operational range.","PeriodicalId":518964,"journal":{"name":"2024 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)","volume":"103 ","pages":"1-6"},"PeriodicalIF":0.0,"publicationDate":"2024-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140528965","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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