This document describes the design and development of a dry-cleaning system for photovoltaic panels. Dust accumulation on solar panels can reduce power production by up to 42%. The researchers designed an automatic cleaning robot that uses an Arduino microcontroller to travel along photovoltaic panels and remove dust using brushes. Testing showed the robot successfully cleaned dust off the panels and improved power output, demonstrating the viability of such a system for maintaining solar panel effectiveness over time. The document discusses various cleaning mechanisms proposed in other studies and outlines the design, methodology, results and conclusions of the researchers' dry-cleaning robot system.
This document reviews various methods for cleaning solar photovoltaic panels to remove dust accumulation and improve efficiency. It discusses electrostatic cleaning systems that use electric fields to remove charged and uncharged dust particles. It also describes mechanical cleaning methods using wipers, brushes and vibrations driven by motors or piezoelectric transducers. Additionally, the document outlines microcontroller-based automatic cleaning robots and self-cleaning techniques using superhydrophobic coatings and nanoscale structures to prevent dust adhesion. Cleaning is important as dust deposition can reduce panel output by over 80% without maintenance.
In previous experiments, dust accumulation for the solar panels has been investigated for a long period of time which is approximately one year [1]. The experiments have been done in different countries which have climate conditions of the dusty weather. Those countries are Iraq, Egypt and UAE. The solar panels were never cleaned, firstly for one month, secondly for two months and so on. The results were there was a decreasing in the transmittance of the solar panels, which is emphasize the effect of accumulated dust, even though the changing in the tilt angel which is in conjunction with the dust deposition on the panels. A well designed auto cleaning system to clean the solar panels will be added to the panels to keep the transmittance of the solar planes fixed approximately and to reduce the cost- of periodic cleaning
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1. The document discusses the development of an automatic solar panel cleaning robot using Internet of Things (IoT) technology. Accumulation of dust and dirt on solar panels reduces their efficiency and power output.
2. It reviews different methods for cleaning solar panels and proposes a simple, useful cleaning device with a novel IoT-based cleaning system architecture. This system would automatically clean solar panels to maintain high efficiency.
3. The system would consist of sensors to detect dust levels on panels and actuators to trigger automated cleaning. This is expected to provide about 30% more energy output compared to uncleaned panels.
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This document presents the design of an automated self-cleaning solar panel system with an inbuilt power supply. Dust and other debris accumulation on solar panels can reduce their efficiency by 5-30%. The designed system detects shading of solar cells using an Arduino controller and activates brush motors to clean the panels. It can clean 3 panel arrays in a row over 5 minutes. The cleaning mechanism is powered by a battery that is recharged by the solar panels when not in use. Future improvements discussed include drone-based cleaning and high voltage or ultrasonic cleaning methods.
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The document describes an automatic solar panel cleaning mechanism. It aims to maximize energy production from solar panels by removing dust without manual cleaning. The mechanism uses rolling brushes attached to a frame that moves horizontally across rows of solar panels. DC motors power the brushes and drive wheels to translate the frame. Testing showed the mechanism could clean panels in 80 seconds and increase energy efficiency by up to 27% annually by removing dust. It is designed to be low-cost and require only yearly maintenance for commercial solar arrays.
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1. The document describes the design and analysis of an integrated solar panel cleaning system developed by students at Parul University in India.
2. The system uses a wiper attached to a motor that moves back and forth across the solar panel surface. A water pump sprays water on the panel as the wiper moves to help remove dust and debris.
3. Testing showed the system effectively increased solar panel output power after cleaning by removing dust particles more thoroughly than dry cleaning alone. The integrated design uses rechargeable batteries and lightweight materials to avoid adding weight or wires to the panels.
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1) The document describes an automated solar panel cleaning system that uses IoT technology.
2) The system uses a mobile application to control water pumps and wiper mechanisms that spray water and wipe solar panels clean of dust and debris.
3) Testing showed the system increased energy output by 32% compared to dirty panels, and it can clean panels from anywhere without requiring on-site labor.
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This document describes the design and fabrication of a waterless solar panel cleaning system for vehicles. The system uses rotating brushes powered by DC motors to clean solar panels mounted on vehicles. It is designed to clean the panels automatically without using water. Regular cleaning is needed to increase solar panel efficiency as dust and dirt can reduce power output by up to 50%. The proposed system aims to clean panels effectively while reducing labor and increasing energy generation at low cost. It is intended to boost the average power output of each panel by 10% when used on commercial solar installations.
This document reviews various methods for cleaning solar photovoltaic panels to remove dust accumulation and improve efficiency. It discusses electrostatic cleaning systems that use electric fields to remove charged and uncharged dust particles. It also describes mechanical cleaning methods using wipers, brushes and vibrations driven by motors or piezoelectric transducers. Additionally, the document outlines microcontroller-based automatic cleaning robots and self-cleaning techniques using superhydrophobic coatings and nanoscale structures to prevent dust adhesion. Cleaning is important as dust deposition can reduce panel output by over 80% without maintenance.
In previous experiments, dust accumulation for the solar panels has been investigated for a long period of time which is approximately one year [1]. The experiments have been done in different countries which have climate conditions of the dusty weather. Those countries are Iraq, Egypt and UAE. The solar panels were never cleaned, firstly for one month, secondly for two months and so on. The results were there was a decreasing in the transmittance of the solar panels, which is emphasize the effect of accumulated dust, even though the changing in the tilt angel which is in conjunction with the dust deposition on the panels. A well designed auto cleaning system to clean the solar panels will be added to the panels to keep the transmittance of the solar planes fixed approximately and to reduce the cost- of periodic cleaning
IRJET- A Review on Solar Panel Cleaning Robot using IoTIRJET Journal
1. The document discusses the development of an automatic solar panel cleaning robot using Internet of Things (IoT) technology. Accumulation of dust and dirt on solar panels reduces their efficiency and power output.
2. It reviews different methods for cleaning solar panels and proposes a simple, useful cleaning device with a novel IoT-based cleaning system architecture. This system would automatically clean solar panels to maintain high efficiency.
3. The system would consist of sensors to detect dust levels on panels and actuators to trigger automated cleaning. This is expected to provide about 30% more energy output compared to uncleaned panels.
IRJET- Solar Panel Cleaning System with Inbuilt Power SupplyIRJET Journal
This document presents the design of an automated self-cleaning solar panel system with an inbuilt power supply. Dust and other debris accumulation on solar panels can reduce their efficiency by 5-30%. The designed system detects shading of solar cells using an Arduino controller and activates brush motors to clean the panels. It can clean 3 panel arrays in a row over 5 minutes. The cleaning mechanism is powered by a battery that is recharged by the solar panels when not in use. Future improvements discussed include drone-based cleaning and high voltage or ultrasonic cleaning methods.
IRJET - Automatic Solar Panel Cleaning MechanismIRJET Journal
The document describes an automatic solar panel cleaning mechanism. It aims to maximize energy production from solar panels by removing dust without manual cleaning. The mechanism uses rolling brushes attached to a frame that moves horizontally across rows of solar panels. DC motors power the brushes and drive wheels to translate the frame. Testing showed the mechanism could clean panels in 80 seconds and increase energy efficiency by up to 27% annually by removing dust. It is designed to be low-cost and require only yearly maintenance for commercial solar arrays.
IRJET- Design and Analysis of Integrated Solar Panel Cleaning SystemIRJET Journal
1. The document describes the design and analysis of an integrated solar panel cleaning system developed by students at Parul University in India.
2. The system uses a wiper attached to a motor that moves back and forth across the solar panel surface. A water pump sprays water on the panel as the wiper moves to help remove dust and debris.
3. Testing showed the system effectively increased solar panel output power after cleaning by removing dust particles more thoroughly than dry cleaning alone. The integrated design uses rechargeable batteries and lightweight materials to avoid adding weight or wires to the panels.
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Design and Fabrication Waterless Solar Panel Cleaning System for VehicleIRJET Journal
This document describes the design and fabrication of a waterless solar panel cleaning system for vehicles. The system uses rotating brushes powered by DC motors to clean solar panels mounted on vehicles. It is designed to clean the panels automatically without using water. Regular cleaning is needed to increase solar panel efficiency as dust and dirt can reduce power output by up to 50%. The proposed system aims to clean panels effectively while reducing labor and increasing energy generation at low cost. It is intended to boost the average power output of each panel by 10% when used on commercial solar installations.
IRJET- A Review on Design and Fabrication of a Solar RoadwaysIRJET Journal
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This document describes the design of a solar-powered pond cleaning machine that uses DC motors and an Arduino Uno microcontroller to autonomously collect floating debris from pond surfaces. Sensors provide feedback to control the machine's movements and conveyor system to lift trash into a collection tray. The goal is to reduce manual labor for pond cleaning through an affordable, solar-powered automated cleaning system.
IRJET- Design & Fabrication of Solar Powered Air Filtration and Ventilation S...IRJET Journal
This document summarizes a solar powered air filtration and ventilation system designed by students. The system aims to purify indoor air in workshops and industrial areas to improve worker comfort. It uses solar panels to power axial fans that draw indoor air through multiple filter stages before venting it outside, and also vents hot air out. Calculations were done to determine fan size and filter specifications. The system is designed to filter a standard room in under 7 minutes while running on solar power with battery backup.
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The document describes a Bluetooth-controlled vacuum cleaner robot that can clean areas automatically. It uses an Arduino microcontroller to control motors that drive wheels on a robot chassis and operate a suction fan. The robot's movement and suction functions are controlled through a mobile app using Bluetooth. Reusable materials like a plastic bottle and medical gauze are used to construct the robot inexpensively. The robot is intended to provide cleaning assistance to individuals who have difficulty manually vacuuming, such as elderly or disabled people. It aims to make cleaning more convenient and accessible through low-cost automatic operation controlled remotely by a smartphone.
IRJET - Recovery of Energy from Exhaust Air of Textile Industry with the ...IRJET Journal
1) The document describes a project to recover energy from exhaust air of textile industries using a vertical axis wind turbine (VAWT).
2) It aims to reduce dependence on non-renewable energy sources by utilizing the kinetic energy of exhaust air, which is currently wasted.
3) The team will analyze exhaust air characteristics, design an optimized duct to increase velocity, and integrate a Savonius-type VAWT coupled with a generator to convert the energy to electricity.
IRJET- Automatic Solar Panel Cleaning SystemIRJET Journal
This document presents the design of an automatic solar panel cleaning system. Dust accumulation on solar panels reduces their power generation efficiency by up to 50% per month. The proposed system uses a cleaning unit attached to a motor that moves back and forth across the panel surface while a rotating brush cleans off dust. A battery charged by the solar panel provides power for the motor and pump. The system aims to increase energy output by 30% compared to non-cleaned panels by regularly removing dust without manual labor. It was tested and functions as designed to automatically clean roof-mounted residential solar arrays in a low-cost and easy-to-use manner.
The present research shows the effect of dust accumulation on the surface of photovoltaic (PV) modules, which cause losses in their output power. We got 28% of losses in output power at Madinah city during 60 days of dust accumulation. Two ways were used to study the effect of dust on the PV modules of type monocrystalline silicon: the quantitative and the qualitative approaches respectively. A model based on dust density is used to determine the losses of output PV power. We propose to add an important parameter noted dust accumulation coefficient (%/mg.cm-2), in data sheet of PV modules manufacturer. In addition, an intelligent cleaning system is proposed, using the notion of dust density, to start cleaning when an admissible value of power losses is reached. This process allows minimizing the effect of dust.
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This document describes a solar-powered garbage collecting vehicle controlled by radio frequency. The vehicle uses an Arduino microcontroller to control four motors - two for driving the vehicle chassis and two for operating the garbage lifting mechanism. The vehicle is powered by a lead-acid battery that can be charged by solar panels. A remote control transmits signals to a receiver connected to the Arduino, which processes the commands and controls the motors accordingly. The proposed vehicle aims to provide an efficient alternative to fossil fuel-powered garbage collection vehicles through its use of renewable solar energy.
This document discusses the CFD (computational fluid dynamics) analysis of a solar flat plate collector. It begins by introducing solar collectors and their importance. It then describes the objectives of performing CFD simulation on a flat plate collector to better understand flow and temperature distribution. The document outlines the 3D model created in ANSYS Workbench and simulation performed in ANSYS FLUENT. It validates the CFD results by comparing the outlet air temperature to experimental results, showing good agreement. The overall goal is to analyze the collector's heat transfer capability using CFD and gain insights that are difficult to obtain through experimentation alone.
lable at ScienceDirectJournal of Electrostatics 73 (2015) .docxDIPESH30
1. Researchers developed an electrostatic cleaning system that uses parallel wire electrodes embedded in the cover glass of solar panels to remove sand. A single-phase high voltage applied to the wires generates a standing electrostatic wave that repels over 90% of adhered sand from the inclined panel surface.
2. The system performance was improved by optimizing the electrode configuration and introducing natural wind over the panel surface. Even with extremely high sand deposition of over 300g/m2, the system was able to remove sand when wind was present.
3. Testing showed the system effectively removes sand particles between 25-300 micrometers in diameter. It has very low power consumption compared to the solar panel output, and could increase the
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This document describes the design and assembly of a prototype for an automatic rail track cleaning machine. The proposed prototype aims to simplify the cleaning process and help achieve the goal of super clean railway tracks across India. It is designed to remove dry waste like plastic and paper using a collector and brush roller and wet waste using high pressure water mixed with disinfectant. The waste is stored in a separate cabin to enable removal of all waste at once. The prototype uses a DC motor, suction pump, brush roller, waste collector, water tank and nozzles. Testing showed the prototype can effectively collect waste and spray water to clean tracks. The low-cost prototype suits different climates and aims to efficiently clean tracks for economic and technical benefits
IRJET Wind Data Estimation of Kolhapur District using Improved Hybrid Opt...IRJET Journal
This document compares wind data for Kolhapur district in India obtained from the iHOGA and NASA POWER software programs. The iHOGA program was developed in C++ for optimizing hybrid renewable energy systems, while NASA POWER provides satellite-derived data on renewable resources. Both programs estimate the average wind speed at various locations in Kolhapur. The results show that locations like Hatkangale, Karveer and Shirol have the highest average wind speeds of around 5.5-6 m/s based on both models. Locations like Chandhgad, Shahuwadi and Radhanagari showed the lowest speeds of around 4.5-5 m/s. In general, the results from both
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This document describes an automatic solar-powered water sprinkling system. The system uses a solar panel to charge a battery which powers a DC motor. The motor is connected via a chain and sprocket assembly to propel the machine forward. Another chain and sprocket assembly connects to a crank plate that converts the rotary motion to reciprocating motion in a pneumatic cylinder. The cylinder pushes water from a tank out through a sprinkler to water plants. The system aims to conserve water for agriculture using sustainable solar energy in a cost-effective automatic traveling sprinkler.
EFFICIENT INCORPORATION OF ML IN CONSTRUCTION WASTE MANAGEMENTIRJET Journal
This document proposes an efficient approach for managing construction waste through machine learning techniques. It involves preprocessing input data on construction materials, clustering the data using Fuzzy C-Means, selecting clusters through linear selection based on user input, evaluating clusters using artificial neural networks to generate probability values, and classifying the output using decision trees to determine waste levels. The approach was implemented in Java and evaluated based on its ability to accurately predict construction waste amounts, as measured by the root mean square error between predicted and actual waste values. The results showed this machine learning based approach can effectively manage and minimize construction waste.
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This document describes a proposed automated solar-powered lawn mower that uses IoT functionality. The lawn mower would be equipped with solar panels to charge its lithium-ion battery for powering the grass cutting blade and motors that allow it to move and cut grass autonomously across a lawn. It would use an ultrasonic sensor to detect obstacles and avoid them. A Node MCU microcontroller would control the movement of the motors and cutting blade. The lawn mower could be remotely operated using an IoT-enabled web application, requiring minimal human involvement beyond an initial start command. The goal is to create an efficient, autonomous, and environmentally-friendly alternative to gas-powered lawn mowers.
1) The document describes a proposed Maglev Wind Turbine Generator (MWTG) that uses magnetic levitation and vertical axis wind turbines to generate electricity from wind power more efficiently than traditional horizontal axis wind turbines.
2) The MWTG aims to provide a renewable energy alternative to fossil fuels by taking advantage of lower wind speeds using vertical axis turbines and reducing noise, maintenance needs, and land usage through magnetic levitation of components.
3) The proposed design of the MWTG includes 10 acrylic blades attached to a hollow aluminum shaft that spins magnets near coils to generate electricity through the principles of electromagnetic induction, with the goal of increasing overall energy production from wind in a more efficient manner.
1) The document describes a roadside dust cleaning system that uses wind energy from passing vehicles to power vacuum pumps for removing dust.
2) A vertical axis wind turbine is installed on road dividers to capture wind energy from pressure differences created by moving vehicles, generating electricity to charge batteries.
3) The stored electricity periodically powers vacuum pumps located on the roadside which suck up dust particles through filters, cleaning the roads in a renewable, cost-effective manner.
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This document describes an automatic solar panel cleaning system developed using an Arduino. The system aims to increase the efficiency of solar panels by removing dust. It works by using sensors to detect when voltage levels from the solar panel drop due to dust, indicating reduced efficiency. It then activates motors to spray water on the panels and wipe them clean using brushes. This cleaning process continues until the voltage is restored. The document provides details on the system components, programming, and working sequence. It concludes that the system provides an affordable automatic cleaning option for smaller solar installations like residential rooftops.
This document analyzes soiling losses for different solar photovoltaic technologies installed on the rooftop of an Infosys building in Bangalore, India over a one month period. Soiling, or the accumulation of dust on solar panels, reduces efficiency. The study found soiling losses ranged from 1-9% initially to 17-22% after one month, with cadmium telluride panels experiencing the highest losses. Losses were quantified by comparing generation of cleaned versus uncleaned panels of each technology. The study provides field data on how dust impacts performance of different solar modules in a metropolitan environment.
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
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3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
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This document describes an automatic solar panel cleaning system developed using an Arduino. The system aims to increase the efficiency of solar panels by removing dust. It works by using sensors to detect when voltage levels from the solar panel drop due to dust, indicating reduced efficiency. It then activates motors to spray water on the panels and wipe them clean using brushes. This cleaning process continues until the voltage is restored. The document provides details on the system components, programming, and working sequence. It concludes that the system provides an affordable automatic cleaning option for smaller solar installations like residential rooftops.
This document analyzes soiling losses for different solar photovoltaic technologies installed on the rooftop of an Infosys building in Bangalore, India over a one month period. Soiling, or the accumulation of dust on solar panels, reduces efficiency. The study found soiling losses ranged from 1-9% initially to 17-22% after one month, with cadmium telluride panels experiencing the highest losses. Losses were quantified by comparing generation of cleaned versus uncleaned panels of each technology. The study provides field data on how dust impacts performance of different solar modules in a metropolitan environment.
Similar to Design and Development of a Dry-Cleaning System for Photovoltaic Panels (20)
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
1) The document discusses the Sungal Tunnel project in Jammu and Kashmir, India, which is being constructed using the New Austrian Tunneling Method (NATM).
2) NATM involves continuous monitoring during construction to adapt to changing ground conditions, and makes extensive use of shotcrete for temporary tunnel support.
3) The methodology section outlines the systematic geotechnical design process for tunnels according to Austrian guidelines, and describes the various steps of NATM tunnel construction including initial and secondary tunnel support.
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
This study examines the effect of response reduction factors (R factors) on reinforced concrete (RC) framed structures through nonlinear dynamic analysis. Three RC frame models with varying heights (4, 8, and 12 stories) were analyzed in ETABS software under different R factors ranging from 1 to 5. The results showed that displacement increased as the R factor decreased, indicating less linear behavior for lower R factors. Drift also decreased proportionally with increasing R factors from 1 to 5. Shear forces in the frames decreased with higher R factors. In general, R factors of 3 to 5 produced more satisfactory performance with less displacement and drift. The displacement variations between different building heights were consistent at different R factors. This study evaluated how R factors influence
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
This study compares the use of Stark Steel and TMT Steel as reinforcement materials in a two-way reinforced concrete slab. Mechanical testing is conducted to determine the tensile strength, yield strength, and other properties of each material. A two-way slab design adhering to codes and standards is executed with both materials. The performance is analyzed in terms of deflection, stability under loads, and displacement. Cost analyses accounting for material, durability, maintenance, and life cycle costs are also conducted. The findings provide insights into the economic and structural implications of each material for reinforcement selection and recommendations on the most suitable material based on the analysis.
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
This document discusses a study analyzing the effect of camber, position of camber, and angle of attack on the aerodynamic characteristics of airfoils. Sixteen modified asymmetric NACA airfoils were analyzed using computational fluid dynamics (CFD) by varying the camber, camber position, and angle of attack. The results showed the relationship between these parameters and the lift coefficient, drag coefficient, and lift to drag ratio. This provides insight into how changes in airfoil geometry impact aerodynamic performance.
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
This document reviews the progress and challenges of aluminum-based metal matrix composites (MMCs), focusing on their fabrication processes and applications. It discusses how various aluminum MMCs have been developed using reinforcements like borides, carbides, oxides, and nitrides to improve mechanical and wear properties. These composites have gained prominence for their lightweight, high-strength and corrosion resistance properties. The document also examines recent advancements in fabrication techniques for aluminum MMCs and their growing applications in industries such as aerospace and automotive. However, it notes that challenges remain around issues like improper mixing of reinforcements and reducing reinforcement agglomeration.
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
This document discusses research on using graph neural networks (GNNs) for dynamic optimization of public transportation networks in real-time. GNNs represent transit networks as graphs with nodes as stops and edges as connections. The GNN model aims to optimize networks using real-time data on vehicle locations, arrival times, and passenger loads. This helps increase mobility, decrease traffic, and improve efficiency. The system continuously trains and infers to adapt to changing transit conditions, providing decision support tools. While research has focused on performance, more work is needed on security, socio-economic impacts, contextual generalization of models, continuous learning approaches, and effective real-time visualization.
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
This document summarizes a research project that aims to compare the structural performance of conventional slab and grid slab systems in multi-story buildings using ETABS software. The study will analyze both symmetric and asymmetric building models under various loading conditions. Parameters like deflections, moments, shears, and stresses will be examined to evaluate the structural effectiveness of each slab type. The results will provide insights into the comparative behavior of conventional and grid slabs to help engineers and architects select appropriate slab systems based on building layouts and design requirements.
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
This document summarizes and reviews a research paper on the seismic response of reinforced concrete (RC) structures with plan and vertical irregularities, with and without infill walls. It discusses how infill walls can improve or reduce the seismic performance of RC buildings, depending on factors like wall layout, height distribution, connection to the frame, and relative stiffness of walls and frames. The reviewed research paper analyzes the behavior of infill walls, effects of vertical irregularities, and seismic performance of high-rise structures under linear static and dynamic analysis. It studies response characteristics like story drift, deflection and shear. The document also provides literature on similar research investigating the effects of infill walls, soft stories, plan irregularities, and different
This document provides a review of machine learning techniques used in Advanced Driver Assistance Systems (ADAS). It begins with an abstract that summarizes key applications of machine learning in ADAS, including object detection, recognition, and decision-making. The introduction discusses the integration of machine learning in ADAS and how it is transforming vehicle safety. The literature review then examines several research papers on topics like lightweight deep learning models for object detection and lane detection models using image processing. It concludes by discussing challenges and opportunities in the field, such as improving algorithm robustness and adaptability.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
The document analyzes temperature and precipitation trends in Asosa District, Benishangul Gumuz Region, Ethiopia from 1993 to 2022 based on data from the local meteorological station. The results show:
1) The average maximum and minimum annual temperatures have generally decreased over time, with maximum temperatures decreasing by a factor of -0.0341 and minimum by -0.0152.
2) Mann-Kendall tests found the decreasing temperature trends to be statistically significant for annual maximum temperatures but not for annual minimum temperatures.
3) Annual precipitation in Asosa District showed a statistically significant increasing trend.
The conclusions recommend development planners account for rising summer precipitation and declining temperatures in
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
This document discusses the design and analysis of pre-engineered building (PEB) framed structures using STAAD Pro software. It provides an overview of PEBs, including that they are designed off-site with building trusses and beams produced in a factory. STAAD Pro is identified as a key tool for modeling, analyzing, and designing PEBs to ensure their performance and safety under various load scenarios. The document outlines modeling structural parts in STAAD Pro, evaluating structural reactions, assigning loads, and following international design codes and standards. In summary, STAAD Pro is used to design and analyze PEB framed structures to ensure safety and code compliance.
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
This document provides a review of research on innovative fiber integration methods for reinforcing concrete structures. It discusses studies that have explored using carbon fiber reinforced polymer (CFRP) composites with recycled plastic aggregates to develop more sustainable strengthening techniques. It also examines using ultra-high performance fiber reinforced concrete to improve shear strength in beams. Additional topics covered include the dynamic responses of FRP-strengthened beams under static and impact loads, and the performance of preloaded CFRP-strengthened fiber reinforced concrete beams. The review highlights the potential of fiber composites to enable more sustainable and resilient construction practices.
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
This document summarizes a survey on securing patient healthcare data in cloud-based systems. It discusses using technologies like facial recognition, smart cards, and cloud computing combined with strong encryption to securely store patient data. The survey found that healthcare professionals believe digitizing patient records and storing them in a centralized cloud system would improve access during emergencies and enable more efficient care compared to paper-based systems. However, ensuring privacy and security of patient data is paramount as healthcare incorporates these digital technologies.
Review on studies and research on widening of existing concrete bridgesIRJET Journal
This document summarizes several studies that have been conducted on widening existing concrete bridges. It describes a study from China that examined load distribution factors for a bridge widened with composite steel-concrete girders. It also outlines challenges and solutions for widening a bridge in the UAE, including replacing bearings and stitching the new and existing structures. Additionally, it discusses two bridge widening projects in New Zealand that involved adding precast beams and stitching to connect structures. Finally, safety measures and challenges for strengthening a historic bridge in Switzerland under live traffic are presented.
React based fullstack edtech web applicationIRJET Journal
The document describes the architecture of an educational technology web application built using the MERN stack. It discusses the frontend developed with ReactJS, backend with NodeJS and ExpressJS, and MongoDB database. The frontend provides dynamic user interfaces, while the backend offers APIs for authentication, course management, and other functions. MongoDB enables flexible data storage. The architecture aims to provide a scalable, responsive platform for online learning.
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
This paper proposes integrating Internet of Things (IoT) and blockchain technologies to help implement objectives of India's National Education Policy (NEP) in the education sector. The paper discusses how blockchain could be used for secure student data management, credential verification, and decentralized learning platforms. IoT devices could create smart classrooms, automate attendance tracking, and enable real-time monitoring. Blockchain would ensure integrity of exam processes and resource allocation, while smart contracts automate agreements. The paper argues this integration has potential to revolutionize education by making it more secure, transparent and efficient, in alignment with NEP goals. However, challenges like infrastructure needs, data privacy, and collaborative efforts are also discussed.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
This document provides a review of research on the performance of coconut fibre reinforced concrete. It summarizes several studies that tested different volume fractions and lengths of coconut fibres in concrete mixtures with varying compressive strengths. The studies found that coconut fibre improved properties like tensile strength, toughness, crack resistance, and spalling resistance compared to plain concrete. Volume fractions of 2-5% and fibre lengths of 20-50mm produced the best results. The document concludes that using a 4-5% volume fraction of coconut fibres 30-40mm in length with M30-M60 grade concrete would provide benefits based on previous research.
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
The document discusses optimizing business management processes through automation using Microsoft Power Automate and artificial intelligence. It provides an overview of Power Automate's key components and features for automating workflows across various apps and services. The document then presents several scenarios applying automation solutions to common business processes like data entry, monitoring, HR, finance, customer support, and more. It estimates the potential time and cost savings from implementing automation for each scenario. Finally, the conclusion emphasizes the transformative impact of AI and automation tools on business processes and the need for ongoing optimization.
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
The document describes the seismic design of a G+5 steel building frame located in Roorkee, India according to Indian codes IS 1893-2002 and IS 800. The frame was analyzed using the equivalent static load method and response spectrum method, and its response in terms of displacements and shear forces were compared. Based on the analysis, the frame was designed as a seismic-resistant steel structure according to IS 800:2007. The software STAAD Pro was used for the analysis and design.
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
This research paper explores using plastic waste as a sustainable and cost-effective construction material. The study focuses on manufacturing pavers and bricks using recycled plastic and partially replacing concrete with plastic alternatives. Initial results found that pavers and bricks made from recycled plastic demonstrate comparable strength and durability to traditional materials while providing environmental and cost benefits. Additionally, preliminary research indicates incorporating plastic waste as a partial concrete replacement significantly reduces construction costs without compromising structural integrity. The outcomes suggest adopting plastic waste in construction can address plastic pollution while optimizing costs, promoting more sustainable building practices.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
Using recycled concrete aggregates (RCA) for pavements is crucial to achieving sustainability. Implementing RCA for new pavement can minimize carbon footprint, conserve natural resources, reduce harmful emissions, and lower life cycle costs. Compared to natural aggregate (NA), RCA pavement has fewer comprehensive studies and sustainability assessments.
TIME DIVISION MULTIPLEXING TECHNIQUE FOR COMMUNICATION SYSTEMHODECEDSIET
Time Division Multiplexing (TDM) is a method of transmitting multiple signals over a single communication channel by dividing the signal into many segments, each having a very short duration of time. These time slots are then allocated to different data streams, allowing multiple signals to share the same transmission medium efficiently. TDM is widely used in telecommunications and data communication systems.
### How TDM Works
1. **Time Slots Allocation**: The core principle of TDM is to assign distinct time slots to each signal. During each time slot, the respective signal is transmitted, and then the process repeats cyclically. For example, if there are four signals to be transmitted, the TDM cycle will divide time into four slots, each assigned to one signal.
2. **Synchronization**: Synchronization is crucial in TDM systems to ensure that the signals are correctly aligned with their respective time slots. Both the transmitter and receiver must be synchronized to avoid any overlap or loss of data. This synchronization is typically maintained by a clock signal that ensures time slots are accurately aligned.
3. **Frame Structure**: TDM data is organized into frames, where each frame consists of a set of time slots. Each frame is repeated at regular intervals, ensuring continuous transmission of data streams. The frame structure helps in managing the data streams and maintaining the synchronization between the transmitter and receiver.
4. **Multiplexer and Demultiplexer**: At the transmitting end, a multiplexer combines multiple input signals into a single composite signal by assigning each signal to a specific time slot. At the receiving end, a demultiplexer separates the composite signal back into individual signals based on their respective time slots.
### Types of TDM
1. **Synchronous TDM**: In synchronous TDM, time slots are pre-assigned to each signal, regardless of whether the signal has data to transmit or not. This can lead to inefficiencies if some time slots remain empty due to the absence of data.
2. **Asynchronous TDM (or Statistical TDM)**: Asynchronous TDM addresses the inefficiencies of synchronous TDM by allocating time slots dynamically based on the presence of data. Time slots are assigned only when there is data to transmit, which optimizes the use of the communication channel.
### Applications of TDM
- **Telecommunications**: TDM is extensively used in telecommunication systems, such as in T1 and E1 lines, where multiple telephone calls are transmitted over a single line by assigning each call to a specific time slot.
- **Digital Audio and Video Broadcasting**: TDM is used in broadcasting systems to transmit multiple audio or video streams over a single channel, ensuring efficient use of bandwidth.
- **Computer Networks**: TDM is used in network protocols and systems to manage the transmission of data from multiple sources over a single network medium.
### Advantages of TDM
- **Efficient Use of Bandwidth**: TDM all
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.