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Artificial Intelligence Based Automated Appliances in Smart Home 7

Artificial Intelligence Based Automated Appliances in Smart ...

引用

7th International conference on Image Information Processing, ICIIP 2023

作者： Yaseen, Mohammed Durai, P. Gokul, P. Justin, S. Jose Anand, A. Kcg College of Technology Department of Electronics And Communication Engineering Chennai India

ISBN: (纸本)9798350371406

Smart home and Artificial Intelligence (AI) expertise are quickly evolving, and a variety of smart home appliances incorporating AI have improved occupant quality of life. Although some studies looked at how artificial intelligence could be used in smart homes, few publications looked at how literature and products could be integrated. The advancement in smart home applications with technology development and the relevant literature are articulated in this paper. The functionalities and various procedures of AI are defined through literature and product reviews. This paper describes AI based gesture identification system through which the various appliances in home are controlled to make it ON or OFF without the use of Internet service. Hardware implementation is made for few appliances and based on the image captured through the gesture notation is evaluated using AI based algorithms and analyzed for controlling the appliance successfully. This system will be much helpful for the disabled or aged people, who can't control the switch physically and comfortably. © 2023 ieee.

关键词： Artificial intelligence

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A Communication Model for Different IOT Devices in Smart Home applications

A Communication Model for Different IOT Devices in Smart Hom...

引用

2023 International conference on Advanced Computing and Analytics, ACOMPA 2023

作者： Doan, Duy Nguyen, Quang Anh Chau, Chi Cuong Ngo, Thanh Nhan Nguyen, Minh Son University of Information Technology Ho Chi Minh City Viet Nam Vietnam National University Ho Chi Minh City Viet Nam

ISBN: (纸本)9798350331226

With the growth of IoT technology, managing intelligent homes has become complex due to the increasing number of devices, and the difference of control systems from many vendors. It becomes difficult to manage and maintain various devices with different communication protocol, leading to high costs and excessive energy consumption. To address these challenges, there is a need for a common communication standard that allows different devices can be integrated in to a control system. Implementing such a standard would significantly improve the efficiency and sustainability of technology, ensuring that it remains accessible and beneficial for all users. In this paper, we propose communication and control model to integrate devices from different manufacturers into a single system while still ensuring manufacturers' benefits and production. A system of different devices featuring from simple functions to complex ones for smart home is implemented to analyze the effectiveness of the proposed model. This project utilizes common communication technologies such as WiFi and Bluetooth. Ultimately, it presents an efficient communication model that can be expanded effectively. © 2023 ieee.

关键词： Internet of things

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Improving Efficiency and controlling of a Pinwheel Type Horizontal Axis Wind Turbine for Low Wind Speed Area 2

Improving Efficiency and Controlling of a Pinwheel Type Hori...

引用

2nd International conference on Power, Electrical, Electronics and Industrial applications, PEEIACON 2024

作者： Ahmmed, Shezan Akter, Nahida Islam, Md. Robiul Shufian, Md. Abu Rajshahi University of Engineering & Technology Department of Mechatronics Engineering Rajshahi6204 Bangladesh Pundra University of Science & Technology Department of Electrical & Electronic Engineering Bogura5800 Bangladesh

ISBN: (纸本)9798331517984

This interdisciplinary research integrates theoretical principles like Betz's law, Bernoulli's principle, and Navier-Stokes equations that helps in CFD (Computational Fluid Dynamics) simulations to design an efficient pinwheel type wind turbine. Through the use of CFD analysis, 7 different types of pinwheel blade designs are evaluated, and among them the most efficient one is chosen with an efficiency improvement of 51.4% over the previous one which performance coefficient was 49% for the given wind speed at 5ms-1 • The key engineering complexity involved designing a control system using an array of 8 hall-effect sensors at 45° intervals for 360° wind direction detection and blade orientation adjustment. Recognizing real-world challenges, a prototype is developed incorporating hall-effect sensors together with a magnetic pointer for dynamic blade positioning based on wind direction within the angle intervals that results in the maximum voltage and power outputs of approximately 4V and 2.66W respectively after testing. Despite having the lack of market constraints limits for the applicability of this research, this paper is aimed at surpassing the current power efficiency benchmarks and, therefore, becoming a prototype that remains valuable from the point of view of discovering new knowledge and innovations in methodology. © 2024 ieee.

关键词： Computational fluid dynamics

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Experimental Verification of Rotating Sliding Mode control with Composite Reaching Law Approach for Voltage Source Inverters 21

Experimental Verification of Rotating Sliding Mode Control w...

引用

21st International Bhurban conference on Applied Sciences and technology, IBCAST 2024

作者： Haroon, Faheem Waqar, Asad Aamir, Muhammad Abbas, Syed Hayder Ali, Syed Umaid Qaisar, Saeed Mian Bahria University Dept: Electrical Engineering Islamabad Pakistan Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology Dept: Electrical and Computer Engineering Haripur Pakistan Effat University Dept. Electrical and Computer Engineering Jeddah21478 Saudi Arabia

ISBN: (纸本)9798331516680

In modern power systems, power electronic interfaces like Voltage Source Inverters (VSIs) uses advanced control strategies to ensure high-quality voltage regulation, significantly enhancing system stability and reliability for various applications. This paper introduces a novel voltage regulation method for VSIs using Sliding Mode control (SMC) under extreme load variations [1]. Besides robustness, SMC is prone to chattering, causing power losses, reduced efficiency, and compromised transient response. To address chattering, an adaptive sliding surface selection mechanism that utilizes the Rotating Sliding Surface (RSS) technique and a new reaching law based on state variable magnitudes, which dynamically adjusts the control gain is proposed here. This composite reaching law uses exponential, power, and difference functions to achieve rapid convergence and reduce chattering. The sliding surface is chosen with a time-varying slope based on error variables. Tests on a single-phase VSI with varying loads demonstrate that the C-ERL-RSS SMC achieves a well-regulated output voltage with just 0.25% THD, reduced chattering, and minimal tracking time. Additionally, implementing the C-ERL-RSS SMC and PRERL SMC on a two-level three-phase VSI under varying load conditions shows superior efficiency and stability, with a low THD of 1.1%. Experimental evaluation on MicroLabBox-dSPACE 1202 for VSIs under extreme conditions reveals that the proposed technique excels in voltage regulation, offering fast transient response and low THD of 1.12% and 2.1% for single-phase and three-phase VSIs, respectively. © 2024 ieee.

关键词： Transient analysis

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A Simple, Linear Circuit for Measuring fF Range of Capacitances

A Simple, Linear Circuit for Measuring fF Range of Capacitan...

引用

2023 International conference on Power, Instrumentation, control and Computing, PICC 2023

作者： Sakthivel, Mithun Pawar, Virender National Institute of Technology Calicut Electrical Engineering Department India

ISBN: (纸本)9798350334463

There are numerous applications wherein capacitive sensing is performed such as, measurement of flow rates and environmental factors, dielectric testing, composition evaluation, proximity sensing, etc. Sometimes, the change brought on the capacitance of the sensor by the measurand may be in femto-Farad (fF) range. The circuitry required to measure changes this low can be very expensive and complex. So, a unique circuit was designed by the authors in one of their previous works that can detect such minute variations in capacitance without much complexity. This circuit does a differencing operation first, followed by a differential measurement to increase the sensitivity as well as to obtain linear outputs with respect to the capacitance measured. As a continuation, this paper presents the performance analysis of this circuit after some design modifications. The experimental results obtained were linear as per the theory of operation of this circuit and its sensitivity and repeatability were very good. However, a few parameters need improvement. But, as the results look promising on-the-whole, with suitable corrections, this circuit can be utilized for a wide variety of applications. © 2023 ieee.

关键词： Capacitance

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Design Analysis of LLC Resonant Converter with ZVS Implementation

Design Analysis of LLC Resonant Converter with ZVS Implement...

引用

2023 ieee Renewable Energy and Sustainable E-Mobility conference, RESEM 2023

作者： Kumar, Subhash Kumar, Amit National Institute of Technology Kurukshetra Electrical Engineering Department Haryana India

ISBN: (纸本)9798350311327

The LLC resonant converter, in which the driving frequency regulates the output voltage is one of the most often used switching Dc-Dc converters. The LLC resonant converter is popular among all power converters used in numerous applications, such as computer power supply, LED lighting, and electric vehicles. It is an attractive alternative due to its high-power density, low EMI, and excellent efficiency. The converter uses a resonant circuit with a transformer, capacitor, and inductor as its main components. Due to the converter resonant circuit's ability to operate at high frequencies, its component is smaller and lighter. Moreover, soft switching techniques are used in LLC resonant converters to reduce switching loss and increase efficiency. The construction of an LLC resonant converter, which consists of a half-bridge inverter, a resonant circuit with two inductors, a capacitor, and a rectifier circuit is explained in detail in this article. The resonant capacitor is initially charged with a DC input voltage before the converter can function. The transformer and inductor work together to transmit energy to the output load after that moreover resonant capacitor and transformer control voltage by adjusting their resonant frequencies to match the output voltage, they are well suited for use in a number of applications. They are a popular choice for power conversion in many industries due to their excellent efficiency, dependability, and EMI performance. © 2023 ieee.

关键词： Resonant circuits

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Nine-Level Multilevel Inverter with Low Switching Count and Voltage Stress for Solar Photovoltaic Application 3

Nine-Level Multilevel Inverter with Low Switching Count and ...

引用

3rd ieee International conference on Sustainable Energy and Future Electric Transportation, SeFet 2023

作者： Ahmad, Shahbaz Tariq, Mohd Verma, Vimlesh Aligarh Muslim University Zhcet Department of Electrical Engineering Aligarh202002 India National Institute of Technology Department of Electrical Engineering Bihar Patna800005 India

ISBN: (纸本)9798350319972

MLIs, or multilevel inverters, are increasingly a crucial component for medium-voltage, high-power applications. Because to its high efficiency, low cost, and simplicity of control for an output with a greater number of levels, MLIs with fewer switches are more often used. In order to provide a 9-level output voltage, an improved multilevel inverter topology with two DC sources and fewer switches is shown in this work. Studies comparing the proposed MLI structure to recently suggested MLIs demonstrate its significance in terms of decreased switch count and lower voltage stresses across switches in these symmetrical designs. Seven switches, including one bidirectional switch, are employed in this configuration. Comparing the suggested topology to existing series and topologies reveals that it has fewer devices and an excellent efficiency of about 98.5%. Further generalized for n-level output voltages is the proposal topology. The suggested topology has been operationally and functionally simulated using PLECS and MATLAB (SIMULINK) software, and its experimental validation is also being carried out on the setup. applications for the suggested topology include grid-connected systems, motor drives, and renewable energy systems. © 2023 ieee.

关键词： Topology

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Traceability and Prevention System Construction of Network Attacks Driven by Big Data

Traceability and Prevention System Construction of Network A...

引用

2023 ieee International conference on Paradigm Shift in Information Technologies with Innovative applications in Global Scenario, ICPSITIAGS 2023

作者： Liu, Benfa School of Computer and Information Engineering Wuhan Railway Vocational College of Technology Wuhan Hubei430205 China

ISBN: (纸本)9798350329773

The traditional mode of defending against DDoS attacks forms a distributed and strongly coupled system by integrating data processing and control logic into network devices. This system structure can improve the reliability of network operation, but it also has some problems, such as overburdened managers, unable to achieve global unified scheduling and consuming huge resources. In this paper, typical network attacks such as SQL(Structured Query Language) and DDOS (Distributed Denial of Service) are taken as research objects, and the characteristics of these two types of attacks in the context of big data are modeled. The packet is tested by NS2 simulation software, and the results show that BP(Backpropagation) algorithm is used to improve the probabilistic packet marking method, which can effectively improve the convergence speed of the tracking algorithm and improve the tracking accuracy. In view of the large number and high complexity of attack sources in big data environment, it is difficult to solve them by traditional methods based on experience or theory. This paper intends to improve the existing traceability methods by using the adaptability and self-learning ability of BP network. When the number of attack sources is 60, the false alarm rate of the traditional packet marking algorithm is 0.34, and the false alarm rate of the improved probabilistic packet marking algorithm is 0.20. © 2023 ieee.

关键词： Big data

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NLP-Enabled Bot for Managing Third-Party Risk

NLP-Enabled Bot for Managing Third-Party Risk

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2024 International conference on Computational Intelligence and Computing applications, ICCICA 2024

作者： Mohta, Yash Singh, Umang Arya, Ashima Computer Science And Information Technology Kiet Group Of Institutions Delhi-NCR Ghaziabad India

ISBN: (纸本)9798350306446

Every organization is becoming increasingly worried about managing the risks associated with third-party services and providers in various sectors. So, in this paper, we introduced an innovative bot that utilizes NLP to aid in third-party risk management. The cutting-edge technology known as natural language processing is set to user in transformative changes to TPRM procedures. This investigation explores the realm of natural language processing bots implemented in the realm of TPRM. By utilizing advanced natural language processing algorithms, the bot sifts through a vast amount of textual data related to contracts, agreements, and conversations with third parties. It then employs machine learning techniques to pinpoint financial risks, security issues, and regulatory violations within these texts. Traditional TPRM methods often prove to be intricate and susceptible to errors. These bots were trained to promptly detect potential vendor threats by scrutinizing vast amounts of unformatted data, including social media conversa- tions and contracts. They simplify document and risk assessments along with other TPRM operations, making the processes more straightforward while bolstering accuracy and paving the way for proactive risk prevention. Here, we will go over the pros and cons of using natural language processing bots in TPRM, with an emphasis on the pros, which include increased efficiency, better risk visibility, and better decision-making skills. In addition, we will go into the latest developments in NLP and how they have affected TPRM. Finally, we will offer practical advice on how to use and control these bots in real-life scenarios. © 2024 ieee.

关键词： Learning systems

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Exploring Age-Related Changes in Bioimpedance across Diverse Biological Samples

Exploring Age-Related Changes in Bioimpedance across Diverse...

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2024 International conference on Innovations in Science, Engineering and technology, ICISET 2024

作者： Abdullah, Md. Tushar Roy, Chitra Imran, Md. Ibrahim Al University of Dhaka Dept. of Biomedical Physics & Technology Dhaka Bangladesh

ISBN: (纸本)9798350355499

technology based on bioimpedance has proven itself very useful in a wide range of applications, particularly within the realm of tissue characterization. Notably, it has found significant utility in categorizing various food types, such as meats, fruits, and beverages. As biological samples, such as chicken, fruits, and vegetables, lose freshness after preservation, their internal structures transform due to distinct biological reactions, resulting in alterations to their internal properties and bonds. Consequently, the electrical properties of the tissues change. In this study, the effect of aging on different biological samples after preservation in a refrigerator was investigated over a wide range of frequencies. Freshly excised animal tissue (chicken) and vegetables (gourd, papaya, brinjal) were considered biological samples. The transfer impedance values were measured over the frequency range of 100 Hz to 100 kHz using an impedance spectrometer placing four electrodes on the samples. The findings revealed a consistent decrease in the electrical impedance of biological samples over time across all measured frequencies. The observed impedance changes exhibited a Gaussian decay curve, offering a reliable means to monitor the freshness of the samples. This technique demonstrates significant potential for enhancing the quality control of perishable foods. © 2024 ieee.

关键词： Bioimpedance Fim Food Freshness Food Preservation Tissue Characterization

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