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international conference on Advances in computing, communication and Applied Informatics (ACCAI)

作者： Subrahmanyam, Satya Azoury, Nehme Sarkis, Nada Holy Spirit Univ Kaslik Business Sch Jounieh Lebanon

ISBN: (纸本)9798350389432;9798350389449;9798350389456

Budgeting and financial projections are being changed by AI, which is challenging long-held beliefs about how to best spend business money. This essay looks at how AI has had a big effect on these important processes. By using old data and strong algorithms, AI-driven forecasts might be able to adapt to changing market conditions and get around the problems with standard methods. AI-driven budgeting makes better use of resources and lets you make quick changes, making sure that your financial goals are in line with your present situation. The goal of the research is to find out how much artificial intelligence methods improve the accuracy of forecasting and variance analysis. This research shows how artificial intelligence can change things while also answering worries about how easy it is to understand and how hard it is to program. A number of different situations show how artificial intelligence (AI) can improve financial planning and operational efficiency. Now that these two systems are working together, businesses can count on data to deal with uncertainty.

关键词： AI-driven forecasting Business planning optimization Resource allocation automation Predictive analytics for business Machine learning in resource management Strategic decision-making with AI Data-driven business forecasting

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Efficient Error-Tolerant Computation: Static Segmented Multipliers with Inner Approximation 3

Efficient Error-Tolerant Computation: Static Segmented Multi...

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international conference on Advances in computing, communication and Applied Informatics (ACCAI)

作者： Manikandababu, C. S. Jagadeeswari, M. Janani, R. Banu, M. Nausath Sri Ramakrishna Engn Coll Dept ECE Coimbatore Tamil Nadu India

ISBN: (纸本)9798350389432;9798350389449;9798350389456

A comprehensive study of Static Segmented Multipliers with inner approximation is presented in this research, including both signed and unsigned variations. The paper presents a unique segmentation strategy designed for unsigned multipliers to improve performance optimization. An efficient error-correcting mechanism has also been created to reduce hardware costs and eliminate approximation mistakes. The suggested correction approach results in SSMs having beneficial properties compared to current approximation multipliers. This is especially obvious in power usage vs tradeoff graphs of Normalized Mean Error Distance and Mean Relative Error Distance. Comparing the inner approximation SSMs to traditional techniques, the former shows reduced power and area usage. Moreover, real-world application experiments in classification and image processing confirm that SSMs are appropriate for jobs requiring error tolerance. The paper highlights the potential of Static Segmented Multipliers with inner approximation as dependable and effective computational solutions for digital circuits, providing a fair compromise between hardware prices, power efficiency, and error performance.

关键词： Least Significant Bit Most Significant Bit Static Segmented Multiplier Normalized Mean Error Distance Electronic design automation

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Distributed Topology Optimization for Agent-based Peer-to-Peer Energy Market 14

Distributed Topology Optimization for Agent-based Peer-to-Pe...

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14th IEEE international conference on communications, control, and computing Technologies for Smart Grids, SmartGridComm 2023

作者： Kilthau, Maximilian Ansari, Daniel Fay, Alexander Helmut-Schmidt-University University of the Federal Armed Forces Hamburg Institute for Automation Technology Germany

ISBN: (纸本)9781665455541

Due to the ongoing energy transition the coordination of the power flow is shifting from centralized to decentralized, where autonomous systems such as software agents interact with each other. However, in contrast to centralized approaches, the communication effort of the agents significantly increases to share information among all agents, thereby an efficient communication approach in multi-agent systems is necessary. This paper proposes a novel distributed topology optimization approach that minimizes the communication effort in a peer-to-peer energy market, where agents buy and sell energy to efficiently dispatch energy flow. The approach is applied to a multi-agent system and simulations on an IEEE-33 and IEEE-119 bus network show that the proposed approach results in a higher financial gain with reduced communication effort compared to not applying the topology optimization. Overall, this approach has the potential to enhance the efficiency and scalability of energy management systems in a decentralized energy market. © 2023 IEEE.

关键词： Topology

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The AIoT Ward Management and Health Monitoring System based on Aliyun IoT Platform 8th

The AIoT Ward Management and Health Monitoring System based ...

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8th international conference on Information Science, communication and computing

作者： Cai, Zhiyuan Yu, Lu Jiang, Mengyun Sanjiang Univ Sch Comp Sci & Technol Nanjing Peoples R China

ISBN: (纸本)9789819617838;9789819617814;9789819617807

The advancement of communication and information technology has facilitated the creation of the Internet of Things (IoT). Today, IoT plays a crucial role in tracking, recording, storing, displaying, and communicating data across various fields such as healthcare, smart cities, engineering, and more. This paper introduces a smart system designed for nursing staff in hospital wards, utilizing smart devices (STM32) with wireless capabilities and an ESP8266 WiFi communication module. These devices register and log in to the public cloud via a broadband network. The system integrates various sensors to detect light and humidity levels in the ward and includes a flame alarm function. It also controls small lamps and fans through infrared remote control and mobile phone. Additionally, the system monitors patients' heart rates and simulates blood pressure. Using the ESP8266's MQTT protocol, it uploads various data to the Alibaba Cloud platform for display. Users can observe this data through their mobile phones and send control instructions. The system also pushes notifications through DingTalk. The design and implementation of this system will enhance the efficiency and security of nursing work in hospital wards.

关键词： Internet of Things ward medical care wireless communication sensors Ali Cloud MQTT intelligent control heart rate monitoring temperature and humidity monitoring DingTalk push

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Literature Review on Cloud-Based Service-Oriented Architecture for IEC 61499 Distributed control Systems 15

Literature Review on Cloud-Based Service-Oriented Architectu...

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15th international conference on Cloud computing and Services Science, CLOSER 2025

作者： Torres, Tomás Gonçalves, Gil Pinto, Rui Department of Informatics Engineering Faculty of Engineering University of Porto Porto Portugal SYSTEC ARISE Faculty of Engineering University of Porto Porto Portugal

ISBN: (纸本)9789897587474

The 4th Industrial Revolution has driven innovations in integrating Information Technologies (IT) with Operations Technologies (OT). This integration is essential for developing Cyber-Physical Production Systems (CPPS), which enhance distributed automation and optimize industrial production processes. The IEC 61499 standard facilitates this integration through its modularity, reusability, and interoperability, making it crucial for distributed control and system automation. Despite its advantages, IEC 61499’s application is predominantly at the Edge layer, limiting its functionality in higher layers such as the Cloud. To address this gap, Cloud-based Service-Oriented Architectures (SoA) have emerged as a key study area, offering modular, reusable, and scalable services extending beyond the Edge layer. This paper presents a comprehensive literature review focused on expanding the IEC 61499 applications to reconfigure CPPS, by integrating Cloud layer services through SoA. The review highlights advancements, challenges, and future directions in achieving greater modularity, interoperability, scalability, and abstraction within distributed control systems. By synthesizing current research, this work provides insights into the potential enhancements of CPPS using a Cloud-based SoA approach. Copyright © 2025 by SCITEPRESS - Science and Technology Publications, Lda.

关键词： Service oriented architecture (SOA)

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Efficiency of artificial intelligence automatic control system and data processing unit based on edge computing technology

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international JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS 2023年第4期24卷 519-528页

作者： Gao, Chen Xian Univ Sch Mech & Mat Engn Xian 710065 Shaanxi Peoples R China

Edge computing gateway automation system is integrated in edge computing gateway. One of the main functions of edge computing system is to connect industrial instruments and communication equipment in the process of industrial production. It provides real-time data monitoring and analysis, and initiates responses to predetermined logical events. The operation process includes separating and designing different processes in a certain order. The production and processing process is susceptible to problems such as long production and processing cycles, multiple types of monitoring data, large amounts of processing data, and data vulnerability to external interference, which leads to inaccurate and unsynchronized data. Based on this, this article investigated the analysis of data processing systems based on cloud computing, focusing on analyzing the system architecture and processing, and elaborating the design of data collectors. Then, this article analyzed the efficiency of AI (artificial intelligence) automatic control system and data processing unit. This article discussed the application of AI in collecting and processing data, the composition of the data management module of AI automatic control system, and the data processing in the data module of AI automatic control system. This paper also described the construction method and process of the automatic control system of edge computing gateway, and discussed from the following aspects: data preprocessing module, data classification processing module, data accumulation analysis module, automatic control algorithm logic module, and instruction execution control module. Experiments and investigations showed that the accuracy of data analysis by using the new AI automatic control system and data processing system was 0.11 higher than that of traditional automatic control systems and data processing systems. The data processing effectiveness of the new AI automatic control system and data processing system was 0.10 hi

关键词： AI automatic control system edge computing technology efficiency of data processing unit frequency domain feature data algorithm

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Smart Public Garden automation System 10

Smart Public Garden Automation System

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10th international conference on Advanced computing and communication Systems, ICACCS 2024

作者： Sheikameer Batcha, S. Prajit, T.S. Madhanraj, M. Sutharshanan, B.G. Sri Eshwar College of Engineering Department of Electrical and Electronics Engineering Tamil Nadu Coimbatore641 202 India

ISBN: (数字)9798350384369

ISBN: (纸本)9798350384369

In an era of advancing technology, the integration of IoT -based solutions has revolutionized the way we manage gardens and conserve energy. This research paper delves into the development of a smart garden automation system employing the Node MCU micro controller. Smart public garden automation systems offer a promising way to perform repetitive tasks in the garden by using various sensors to automate irrigation, lighting, and security features of the garden, thereby conserving energy and human resources. The system intelligently controls garden lighting, illuminating it at specific times and according to environmental conditions using readings from the BH1750 light sensor and subsequently dimming the lights based on motion detection triggered by the PIR sensor to optimize energy consumption. Furthermore, the system utilizes real-time clock (RTC) data and readings from the DHT11 temperature and soil moisture sensors. This data is harnessed to automate plant irrigation, ensuring plants receive adequate moisture based on both scheduled intervals and real-time conditions. Additionally, during nighttime hours, the system incorporates an electronic solenoid lock to secure the garden, enhancing safety measures. By incorporating IoT features for automation along with this low-cost, easy-to-implement proposed system, it can be connected wirelessly through the MQTT protocol, and a mobile-based application is developed to analyze various parameters and monitor them by an admin anywhere in the world, along with certain features for users to enhance their interaction, which can result in increased public activities in the garden and help to follow good maintenance procedures. © 2024 IEEE.

关键词： Soil moisture

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Key Management in Space Integrated Terrestrial Network: A Cybersecurity Perspective 2

Key Management in Space Integrated Terrestrial Network: A Cy...

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2nd international conference on Recent Trends in Microelectronics, automation, computing, and communications Systems, ICMACC 2024

作者： Ahlawat, Priyanka National Institute of Technology Computer Engineering Department Haryana Kurukshetra India

ISBN: (纸本)9798350366570

Satellite networks comprise of large number of satellite constellations. It makes the management of keys used for different security mechanism a very important issue to be studied. Key management is set of procedure that creates, exchange, store, delete and refresh the keys. Ensuring secure key management across satellite-terrestrial integrated networks (STIN) is very challenging. It is one of the challenging area due to large number of keys and their frequent updating by satellite nodes. How often the key is to be updated also need to considered. It may depend on services of type of data communication. If keys are updated very frequently, it induces a large overhead on the system. This paper aims to focus on the role of key management in providing security in STIN. Different key management schemes are analyzed and various research gaps along with future research directions are given. It will serve as a foundation for future research in STIN security. © 2024 IEEE.

关键词： Satellite communication systems

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A Review of Pedagogical Advancements in Mathematics Education for Future Engineers 2

A Review of Pedagogical Advancements in Mathematics Educatio...

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2nd international conference on Advancements in Electrical, Electronics, communication, computing and automation, ICAECA 2023

作者： Naandheny, S.V. Manjuri, D. Iyer, Vijeta Department of Mathematics Kumaraguru College of Technology Tamil Nadu Coimbatore India Department of Electronics and Communication Engineering Kumaraguru College of Technology Tamil Nadu Coimbatore India

ISBN: (纸本)9798350306811

This review paper explores the advancements in pedagogy for mathematics education in the setting of next-generation engineering education. By investigating existing literature, the paper recognises key trends, innovative approaches, and best practices in teaching and learning mathematics for engineering students. It highlights the importance of active learning approaches, technology-enabled tools, interdisciplinary influences, and real-world applications to improve mathematical education. The discoveries focus the possible influence of these developments on critical thinking, problem-solving, and creativity among future engineers. The paper suggests recommendations for educators and policymakers to implement effective strategies and shape the future of mathematics education in engineering colleges. © 2023 IEEE.

关键词： Students

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Application of Artificial Intelligence Technology in Electrical automation control

Application of Artificial Intelligence Technology in Electri...

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2023 international conference on Networking, Informatics and computing, ICNETIC 2023

作者： Hu, Zhao Tianjin University of Technology College of Management Tianjin China

ISBN: (纸本)9798350313314

With the progress of science and technology and the development of Internet information technology, artificial intelligence, as a frontier field of science and technology, is increasingly affecting people's lives. Artificial intelligence research has made a breakthrough progress, is widely used and electrical manufacturing industry, making the degree of electrical automation control is higher, greatly improve the efficiency of electrical control, reduce the cost of human and financial consumption, but also reduce the occurrence of safety accidents in production. While AI technology helps enterprises improve productivity, it also helps them greatly reduce production costs. Therefore, the study of the application of artificial intelligence technology in electrical automation control plays an important role in the development of enterprises. This paper first gives a brief overview of AI technology, then analyzes the characteristics and advantages of AI technology, and finally discusses the specific application of AI technology in electrical automation control system. © 2023 IEEE.

关键词： Artificial intelligence

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