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Real-Time Solar Monitoring with Charging and Grid control Using IoT 3

Real-Time Solar Monitoring with Charging and Grid Control Us...

3rd international conference on Intelligent and Innovative Technologies in computing, electrical and Electronics, IITCEE 2025

作者： Chakraborty, Pratik Sachin, M. Prithvi, S. Shubha Rao, K. Bnm Institute of Technology Dept. Of Electrical and Electronics Engineering Benguluru India Bnm Institute of Technology Department of Electrical and Electronics Engineering Bengaluru India

ISBN: (纸本)9798331515911

This paper presents the design and implementation of a real-time solar monitoring system with an integrated charging and smart grid control mechanism, emphasizing the novelty of grid integration into a hybrid power system. The system utilizes an ESP8266 microcontroller interfaced with voltage, current, and temperature sensors to monitor solar panel performance and environmental conditions. Data is transmitted to the IoT platform ThingSpeak for real-time display and analysis. A 12V lead-acid battery is charged via a solar charging circuit, and smart grid control is achieved through relays, enabling automatic switching between solar, battery, and grid power for uninterrupted power supply. When solar energy is sufficient, the system powers the load directly from the solar panel while charging the battery. When solar panel output is insufficient, it intelligently switches to grid power, which supplies the load and also charges the battery. If both solar and grid power are unavailable, the system seamlessly transitions to battery power. The system is implemented using an 18V solar panel, and an Arduino microcontroller is employed to manage the relay-based switching mechanism. This hybrid power system integrates real-time solar monitoring with smart grid functionality to enhance energy efficiency and reliability. © 2025 IEEE.

关键词： Solar concentrators

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Hierarchical control strategy of interconnected AGC based on BAS-MPC and fractional-order PID 3

Hierarchical control strategy of interconnected AGC based on...

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3rd international conference on electrical, Electronics, and Information engineering, EEIE 2024

作者： Zheng, Xuan Peng, Peng Li, Junfeng Zhan, Huiwen Zhang, Yunfeng Yang, Shaohua Li, Bing Hubei Communication Technical College Wuhan430202 China

ISBN: (纸本)9781510688179

automatic generation control (AGC) units may have the problem of insufficient frequency modulation capacity due to wind power infiltration, which in turn leads to the difficulty of interconnected AGC control. Therefore, a hierarchical control strategy for the interconnected AGC system is proposed, and the BAS-MPC controller is designed on the basis of the conventional MPC control, and the hierarchical and progressive control of the interconnected AGC system is carried out in combination with the fractional-order PID controller, so as to realize the rational allocation of control resources. In this paper, a three-region interconnected AGC system including wind farms is constructed and simulated. The results show that, compared with the traditional AGC control method, the proposed control strategy not only has more advanced control performance, but also optimizes the control cost. © The Authors.

关键词： Proportional control systems

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Cloud Load Balancing Through the Cloud Armor in HTTP Load Balancer 5th

Cloud Load Balancing Through the Cloud Armor in HTTP Load Ba...

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5th international conference on Data science, Machine Learning and Applications

作者： Prashanth, Mallellu Sai Karnati, Ramesh Velpuru, Muni Sekhar Reddy, H. Venkateshwara Vardhaman Coll Engn Dept Comp Sci & Engn Hyderabad India Vardhaman Coll Engn Dept Informat Technol Hyderabad India

ISBN: (纸本)9789819780334;9789819780310;9789819780303

The combination of an HTTP Load Balancer and Cloud Armor in cloud computing environments provides a robust solution for ensuring high availability and security for web applications. An HTTP Load Balancer distributes incoming traffic across multiple backend instances, optimizing performance and scalability. Cloud Armor, a security service in the cloud platform, adds an additional layer of protection by implementing access control rules and mitigating DDoS attacks. This abstract explores the detailed procedure of setting up anHTTP Load Balancer with Cloud Armor in Google Cloud Platform (GCP), including the configuration of instance groups, firewall rules, backend services, and load balancer settings. The integration of Cloud Armor allows the application to benefit from advanced security features, such as IP-based access controls and traffic filtering, thereby safeguarding against malicious activities. By implementing an HTTP Load Balancer with Cloud Armor, organizations can ensure reliable and secure delivery of web applications to their users in the cloud environment.

关键词： Cloud computing Load Balancer Firewall GCP Armor

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Recipient-Aware Photo automatic Deletion control Policy Recommendation Scheme in Online Social Networks

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IEEE Transactions on Dependable and Secure computing 2025年第3期22卷 2352-2366页

作者： Luo, Haiyang Sun, Zhe Sun, Yunqing Li, Ang Wang, Binghui Cao, Jin Niu, Ben Chinese Academy of Sciences Institute of Information Engineering Beijing100085 China University of Chinese Academy of Sciences School of Cyber Security Beijing100049 China Key Laboratory of Cyberspace Security Defense Beijing100085 China Guangdong Guangzhou510006 China Northwestern University McCormick School of Engineering and Applied Science EvanstonIL60208 United States University of Maryland Department of Electrical and Computer Engineering College ParkMD20742 United States Illinois Institute of Technology Department of Computer Science ChicagoIL60616 United States Xidian University State Key Laboratory of Integrated Services Networks School of Cyber Engineering Shaanxi Xi’an710071 China

Content sharing, whether in Online Social Networks (OSNs) or even in the Internet of Things (IoT), serves as a pivotal link in the flow of data. To better protect the privacy of shared content, current OSNs allow sharers to manually set policies for uploaded content. However, this method of policy setting is not suitable for scenarios where IoT is deeply integrated with OSNs, as IoT devices often share content frequently and automatically. To address this issue, we propose the design, implementation, and evaluation of SmartCircles, a personalized photo-sharing and automatic deletion scheme. SmartCircles can function as a plugin within existing OSNs, supporting operations on various smart devices. It encompasses the following steps: a) Before sharing a photo, calculate the intimacy level depicted in the photo and the sharer's willingness to share. b) Before the recipient views the photo, calculate the intimacy between the sharer and the recipient, and evaluate feedback from the recipient. c) Based on the results computed above and a trade-off between profit and loss, recommend a recipient-aware automatic deletion control policy for the photo. We implement a prototype of SmartCircles, and the evaluation results demonstrate its effectiveness with an accuracy rate of policy recommendations reaching approximately 92%. © 2004-2012 IEEE.

关键词： Differential privacy

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A reliability analysis method for electronic systems based on survival signature 3

A reliability analysis method for electronic systems based o...

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3rd international conference on electrical, Electronics, and Information engineering, EEIE 2024

作者： Xiao, Ziwen Peng, Yu Liu, Sizhe Liu, Yuhang Yang, Zhiming Yu, Yang Harbin Institute of Technology Harbin China Beijing Aerospace Automatic Control Institute Beijing China

ISBN: (纸本)9781510688179

Due to the complex structure and numerous electronic components, the reliability analysis of electronic systems has become more challenging. Therefore, we propose a reliability analysis method for electronic systems based on survival signature. The level of fault impact factors is evaluated based on the survival signature theory, and the weight of fault impact factors is evaluated through the analytic hierarchy process. This method simplifies the structural analysis process of complex systems, making reliability analysis more objective and efficient. The effectiveness of this method was verified through reliability analysis of the digital output control circuit. © The Authors.

关键词： analytic hierarchy process Electronic systems reliability analysis survival signature

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automatic Emotion Detection from Facial Features Extraction and Machine Learning Models

Automatic Emotion Detection from Facial Features Extraction ...

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2025 IEEE international Students' conference on electrical, Electronics and Computer science, SCEECS 2025

作者： Shankar, Raghav Singh Kirar, Bhupendra Upadhyay, Pratham Jee Mishra, Shree Govind Indian Institute of Information Technology Computer Science and Engineering Bhopal India Indian Institute of Information Technology Electronics and Communications Engineering Bhopal India Information Technology Indian Institute of Information Technology Bhopal India

ISBN: (纸本)9798331529833

In the domain of Interactive Systems (IS), machine learning (ML) emerges as a profound, user-friendly, and accurate approach to enhancing emotional intelligence in digital systems. This research work focuses on facial emotion detection, an important but often-neglected aspect of affective computing. Models used for the assessment include Multinomial Naïve Bayes (MNB), Decision Trees (DT), K-Nearest Neighbours (KNN), Random Forest (RF), Support Vector Machines (SVMs), XG Boost (XGB), and Logistic Regression (LR). By employing the FER2013 dataset and MediaPipe's (MP's) facial recognition technology, this research extracts 478 3D facial landmarks to test. The best Acc in emotion detection is found using LR with an accuracy of 65.57% followed by XGB with an accuracy of 61.24%. This study thus will help as a practical application toward making improvements in IS in matters regarding health, marketing, or even security. © 2025 IEEE.

关键词： Adversarial machine learning

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Cloud Based Automated control System Workshops and Rooms for controlling Parameters 1

Cloud Based Automated Control System Workshops and Rooms for...

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1st international conference on Advances in Computer science, electrical, Electronics, and Communication Technologies, CE2CT 2025

作者： Kumar, Dinesh Kuntal, Ravinder Singh Deep, Pragya Chamoli, Anup Shekhar Singh, Pinki Mandal, Rishabh SRM Institute of Science & Technology Department of Computer Science and Engineering UP Ghaziabad India Nitte Meenakshi Institute of Technology Department of Mathematics Karnataka Bangalore India IIMT College of Engineering Department of AI & DS Greater Noida India Uttaranchal School of Computing Sciences Uttaranchal University Dehradun248001 India Accurate College of Engineering & Management Department of Computer Science and Engineering Greator Noida India Tula's Institute Department of Computer Science and Engineering UK Dehradun India

ISBN: (纸本)9798331518578

Across all industries, cloud-based automated control systems have completely changed how operational and environmental parameters are tracked and controlled. With cloud-integrated systems for real-time data collection, processing, and control, this concept presents intelligent, remote-controlled workshops and control rooms. To guarantee accurate control of crucial variables like temperature, humidity, pressure, and equipment efficiency, these systems make use of IoT devices, AI techniques, and big data analytics. Through sophisticated data perspectives, the cloud-based strategy enables predictive maintenance, improves flexibility, and lowers operating expenses. Stakeholders may make prompt, data-driven choices from anywhere with remote access to control rooms. These seminars provide practical experience with cloud-controlled settings and function as training and development centres. The system's flexibility to meet a range of industrial demands is further enhanced by its compatibility with external tools and equipment. The design, deployment, and possible uses of cloud-based control systems are covered in this paper, with an emphasis on how they might promote operational excellence, energy efficiency, and smart manufacturing. © 2025 IEEE.

关键词： Smart manufacturing

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Modeling and simulation verification of movement authority generation function of C3+ATO system 5

Modeling and simulation verification of movement authority g...

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5th international conference on Signal Processing and Computer science, SPCS 2024

作者： Niu, Hengyu Zhang, Zhenhai School of Automation and Electrical Engineering Lanzhou Jiaotong University Lanzhou730070 China

ISBN: (数字)9781510686731

ISBN: (纸本)9781510686724

CTCS-3 train control system is the key system to ensure the safe operation of trains, and its effective combination with automatic train operation technology, which plays an important role in the control of train operation, and is also the mainstream direction of the development of high-speed railway system in China. A method in this paper is provided for modeling and formal simulation verification of the real-time behavior of the system based on timed automata to ensure the safe operation of high-speed railway C3 + ATO system. Taking the function of movement authority generation as an example, according to the functional requirements of the train operation system, the information is transmitted between the communication equipment, establishes the timed automata network model of information interaction between the equipment, and the message sequence charts between the communication equipment is generated, which used in the function of movement authority generation, train sends unconditional emergency stop messsage and temporary speed reduction messsage through the formal simulation, and the security, existence and reachability of the system are verified by the BNF (Backus-Naur Form, BNF) statement. As a result, the model meets the requirements of system functional attributes and the technical specification of Radio Block Center, which lays a foundation for the subsequent research of C3 + ATO system. © 2025 SPIE.

关键词： automatic train control

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Enhanced Facial Emotion Detection Using Convolutional Neural Networks and Attention Mechanisms 5

Enhanced Facial Emotion Detection Using Convolutional Neural...

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5th IEEE international conference on Advances in electrical, computing, Communication and Sustainable Technologies, ICAECT 2025

作者： Indhumathy, D. Yeswanth, S. Sri Ramakrishna Engineering College Department of Mathematics Coimbatore India Bannari Amman Institute of Technology Department of Computer Science and Engineering Sathyamangalam Erode India

ISBN: (数字)9798350356236

ISBN: (纸本)9798350356236

Convolutional neural networks are now facing a number of technological obstacles in the field of facial expression identification, including the low automatic recognition rate, the difficulty of effectively recognizing minor changes in facial emotions, and the complexity of feature extraction. In order to enhance automatic facial expression identification, this research suggests a Height Performance Module Implement (HPMI) attention mechanism based on spatial attention. The model concentrates on important spatial characteristics by incorporating this attention mechanism, which improves recognition during training. The VGG-16 network incorporates a spatial attention-based HPMI module that efficiently reduces over fitting, amplifies key information, and suppresses irrelevant data. This facilitates effective information exchange between the network model and the image's key properties. It also deals with the problem of dimensional mismatch between output and input. On the CK+ expression datasets, the approach yields accuracy rates of 97.05%, respectively. According to experimental results, the incorporation of the HPMI module improved accuracy by an average of 3.94%. © 2025 IEEE.

关键词： Convolutional neural networks

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2025 11th international conference on Mechatronics and Robotics engineering, ICMRE 2025

2025 11th International Conference on Mechatronics and Robot...

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11th international conference on Mechatronics and Robotics engineering, ICMRE 2025

ISBN: (纸本)9798331509293

The proceedings contain 62 papers. The topics discussed include: swarm intelligence in robotics: optimizing PSO parameters for target search in single and multiple scenarios;forearm-driven soft prosthetic hand designed for children with the ability to execute intricate and skillful motions;evaluating the impact of resource distribution on efficiency of multi-robot task allocation system;ore sorter as part of mining 4.0 from mechatronics approach;a high-precision calibration method for microsurgical robots: combining iterative least squares and PSO-optimized support vector machine;shape estimation of travel path using reservoir computing for water-driven soft robot;intelligent control of air combat maneuvers using fuzzy logic;and development and application of intelligent thermal error compensation system for CNC machine tools.

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