International Journal of Innovative Research in Science, Engineering and Technology最新文献

{"title":"Experimental Investigation and Flexural behavior of Reinforced Geo polymer Concrete Beam by RCA","authors":"Jayapal A, Senthamil selvan P","doi":"10.59256/ijire.2023040352","DOIUrl":"https://doi.org/10.59256/ijire.2023040352","url":null,"abstract":"This research report presents the study on material characteristics of GPC by using natural aggregate and Recycled Coarse Aggregate. Experiments were conducted on the effect of variation of alkaline solution and different molarities on the mechanical properties of GPC. The alkaline liquid used for the present study was sodium silicate and sodium hydroxide solution with varying ratios of 2, 2.5 and 3. The molarities chosen for the sodiumhydroxidesolutionwere8M, 10Mand14M.Thetestspecimenswere150mmsizecubesand100x200mmcylindersheat-cured at 60 Cinanoven. The compressive strength was about 18to39 MP a and split tensile strength was in the range of3to3.8MParespectively.In this investigation on GPC using RCA, a total of 9 mixes were cast and tested, out of which three were conventional concrete mixes and six GPC mixes having varying combinations of fly ash, GGBS and RCA. The test specimens were 100mm size cubesand100x200mmcylinderscuredat90°Cinanovenfor18hours.Furthsize 150mm GPC cube specimens were cured at ambient temperature conditions. The studies showed that the compressive strength and spilt tensile strength of different mixes decreased with the increase in the percentage of recycled coarse aggregates.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"33 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85671083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Malware Detection Using Neural Network","authors":"K. S., Aravind Raj S, S. S, Adhish M, K. M","doi":"10.59256/ijire.2023040251","DOIUrl":"https://doi.org/10.59256/ijire.2023040251","url":null,"abstract":"Malicious assaults, malware, and ransomware families offer serious security challenges for cyber security, and they have the potential to cause catastrophic harm to computer systems, data centres, online, and mobile applications across a wide range of sectors and enterprises. Software (malware) has appeared and is growing in many formats and is becoming increasingly sophisticated. Criminals use them as a tool to infiltrate, steal or falsify information, causing huge damage to individuals, businesses and even threatening national security. It is a complex and varied threat that affects users globally, preventing them from accessing their system or data by locking the system's screen or encrypting and encrypting the users' files unless a ransom is paid. Traditional anti-ransomware technologies are unable to combat newly developed sophisticated assaults. As a result, cutting-edge approaches such as conventional and neural network-based designs can be very beneficial in the creation of unique ransomware solutions. In this project, propose a feature selection-based system for ransomware detection and prevention that uses deep learning methods, including neural network-based designs. We employed Multi-layer Perceptron classifiers on a sample of characteristics to classify malware. Then, to evaluate our proposed technique, we conducted all of the experiments on a single ransomware dataset. In terms of accuracy and precision ratings, the experimental findings show that MLP classifiers outperform other techniques. Key Word: Multi layer perceptron, Deep learning, Pre processing, Prediction.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"10 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85226686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Smart Helmet for Accident Rescue and Theft Avoidance","authors":"Vijayakumar S, K. M, Mukilan R, Nagamani D","doi":"10.59256/ijire.2023040250","DOIUrl":"https://doi.org/10.59256/ijire.2023040250","url":null,"abstract":"The impact when a motor cyclist involves in a high-speed accident without wearing a helmet is very dangerous and can cause fatality. Wearing a helmet can reduce shock from the impact and may save a life. There are many countries enforcing a regulation that requires the motor cycle's rider to wear a helmet when riding on their motorcycle, Malaysia is an example. A smart helmet is a special idea which makes motor cycle driving safer than before. This is implemented using GPRS(IOT)and GPS technology. GPS data using the GPS module that is interfaced to it. The working of this smart helmet is very simple, vibration sensor and alcohol sensor placed in different places of helmet When the data exceeds minimum stress limit then GPRS module automatically sends message to ambulance or family members. It also has an alcohol detector sensor which detects whether the person is drunk and switches off the engine if the sensor output is high. Vehicle access only authorized person using Iris image using MATLAB. Unknown persons access to indicate the alarm and turn off vehicle. Key Word: Vibration Sensor, Alcohol Sensor, GPS, GPRS, Buzzer, Microcontroller","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82195918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Coin-Based Mobile Phone Charger with High Security","authors":"P. M, Sabarinathan S, Sakthibalan S, Thamaraikannan E, C. S","doi":"10.59256/ijire.2023040348","DOIUrl":"https://doi.org/10.59256/ijire.2023040348","url":null,"abstract":"Mobile phones are phenomenal in recent years for communication as well as in day-to-day life. Hence, charging the mobile phones has become the greater task. In this project; we are trying to design a mobile battery charger on coin insertion. As uses of mobile phones are increasing day by day it need battery life all the time, so in order to use them public charging is needed which would be useful for mobile users. This system will charge the mobile phone for a particular time-period. When the valid coin is recognized, it will start giving power supply to the cell phone through one of the adapters. We will be using a global charging adapter that would be suitable for all mobile phones. The mentioned system can be implemented in public places like railway stations, bus stops, hospitals, malls, etc. to avail the services. The objective of this project is inserting the coin using charge for your mobile phone in public places. This project is very useful to people who are all using mobile phone without charging condition in public places. In this project, who are all using mobile phones in outside of home are office without charging condition. The coin-based mobile phone charger is very useful to that person for using coin to charge for that mobile. The IR (infrared) transmitter is used to transmit IR signal in the transmitter side. The IR receiver is used to receive the IR signal in the receiver side. Between the IR transmitter and receiver, insert a coin to change the polarity of pulse in SCU input. The SCU is used to converting low pulse to high pulse and that pulse is inverted in inverter. The 555 IC is act as a timer to produces high pulse for particular time period. Again the SCU is used to converting low pulse to high pulse and this output is give to input of driver circuit. Driver circuit is used for provide the sufficient input voltage of relay. The relay will on to activate the 230v charger, we will use charger to charge for our mobile phone. Key Word: Mobile Phone, Atmega Microcontroller, Coin acceptor, LCD display, SMPS, Relay","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"160 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90800020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Trend Study of GP – Google Pay","authors":"Deetchitha M, D. J S","doi":"10.59256/ijire.2023040249","DOIUrl":"https://doi.org/10.59256/ijire.2023040249","url":null,"abstract":"In this modern world, everyone is updated with new technologies which make people’s work easier. Nowadays, we can find almost everything on the internet – from food to clothes and many more. But, for that, we have to pay money. How do we do that safely and securely? One of the ways to pay is through digital payments. Many companies which are pioneers in the digital industry offer such ways for people which is very useful. Such solutions minimize some risks and provide benefits to the users. This research is carried out on Google Pay- one of the pioneers in providing such solutions. Many companies are providing such solutions. But how Google Pay stands alone and gets benefits is analyzed by the researcher. The financial statement of the company will provide us with the necessary details to carry out this analysis. People prefer user-friendly payment solutions and this increases demand for such platforms. This research helps the company to know its trend based on its previous performance and can predict the future trend. The trend analysis tool is used to analyze the company’s operations and performance. Key Word: Digital payments, Financial Statements, Trend Analysis, user-friendly, demand, Platforms","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90802986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Basic Support System","authors":"Fiza L, S. S, A. R, Varun Kumar","doi":"10.59256/ijire.2023040247","DOIUrl":"https://doi.org/10.59256/ijire.2023040247","url":null,"abstract":"The purpose of this BASIC SUPPORT SYSTEM is to make a platform that helps in settling the issues related to an organization’s function or infrastructure and report it to the admin. The admin notifies the respective department, resolves the issue and marks it as solved. This process makes it efficient for the organization to look out for issues and fix them effectively. The Basic Support System is developed to eliminate the existing method of using word of mouth or e-mails used to resolve the issues. BSS is not only used as a user centric platform, it also provides a perfect platform to the administrator who can resolve the issues. Basic Support System can include complaints on the electrical, infrastructure, Bus and other issues in an educational organization.BSA lets youprioritize, assign, track, report and audit your ‘issues’ , from software bugs and help desk tickets to actual issues in your organization. More than just an issue tracker, BSA is an extensible platform that you can customize to match your organization processes. BSA improves productivity by cutting down on time wasted on tracking issues and coordination. BSA improves quality by ensuring all tasks are recorded down with all the details and followed up till completion.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"31 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87153676","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Domotics Using Node MCU","authors":"K. A, A. S, G. A, Saran V, S. T","doi":"10.59256/ijire.2023040246","DOIUrl":"https://doi.org/10.59256/ijire.2023040246","url":null,"abstract":"Domotics is a growing field that aims to improve the automation and control of different aspects of a home. One of the most popular technologies used is the Nodemcu esp8266, which is a Wi-Fi enabled microcontroller board. The main objective of this project is to develop a smart home system that can be controlled using voice commands, IR, and manual switches with low cost. For the purpose of voice Command, we can use either Google voice assistant nor Alexa to accept the voice command. The system includes the Nodemcu board as the central controller, along with various sensors to automate and control different aspects of the home. The system includes, an IR remote control, manual switches, sensors, a cloud server, and an application. Key Word: Home Automation With Blynk ; Domotics ; Smart Home ; Voice Controlled automation ; ESP8266 Control ; IR Home automation ; 4 Relay Control.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"112 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76744030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Heat Wave Predication Correlate Data to Predict Drought","authors":"Vidya Mote, Adarsh Patil, Samrudhi Patil, Prof. Jaspreet Kaur","doi":"10.59256/ijire.2023040245","DOIUrl":"https://doi.org/10.59256/ijire.2023040245","url":null,"abstract":"Climate change increases the frequency and intensity of heat waves and drought both cause significant human and material losses every time. This work aims at assessing the forecast quality in predicting the evolution of drought and heat stress by using user-relevant models such as S2S and GBDT to compare the model and predict the best accuracy and then collect the data from heat wave if heat wave found in the area, then use relevant algorithm and model to predict drought. I train Machine Learning models to predict the occurrence of heat waves over any 1° by 1° geographical co-ordinate over India a month in advance, using monthly or sometimes weekly, maximum temperature data from the 6 months preceding it and correlating given data and predict the drought and to notify people to allow them to take precautions to protect their lives and lifestyle. It is found that the developed criterion is functional in providing an outlook on the impending extreme temperatures with sufficient humidity to lead time. understanding and predicting the extreme temperatures and humidity leading to heat waves and drought are of the greatest importance. Key Word: Heat Wave, Drought, S2S, RNN, India, Temperature, Humidity, IMD data.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87690619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Own Cloud Storage Using Raspberry Pi","authors":"Indhumathi N, B. K, M. A., Gokul. R","doi":"10.59256/ijire.2023040243","DOIUrl":"https://doi.org/10.59256/ijire.2023040243","url":null,"abstract":"The research proposes a solution to the problem of relying on third-party cloud storage services like Dropbox, Google Drive, and iCloud. The proposed solution involves creating a personal cloud storage using a Raspberry Pi and an external hard drive. This way, the user can have full control over their data and determine the amount of memory they need for storage. One of the main concerns with using third-party cloud storage services is security. By creating a personal cloud storage using Raspberry Pi, the user can ensure that their data is secure and not accessible to other users. Additionally, the user does not have to pay a hefty amount of money to use these services, as they can use their own external hard drive as a cloud storage device. To access the data stored in the external hard drive, the research suggests using ownCloud. This way, the user can access their data from any device with an internet connection, making it easy and convenient to use. Overall, the proposed solution offers a practical and cost-effective alternative to relying on third-party cloud storage services. Key Word: Cloud storage, Low-cost, Raspberry Pi.","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75248193","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Examining Successful Attributes for Undergraduate Using Machine Learning Techniques","authors":"Uma S, Arul Prashath R, Bhavan Ramana E, H. P, Chandru P","doi":"10.59256/ijire.2023040244","DOIUrl":"https://doi.org/10.59256/ijire.2023040244","url":null,"abstract":"This study utilizes both supervised and unsupervised machine learning techniques to identify the key attributes that are often demonstrated by successful learners in a computer course. Learning an introduction to computers course can be challenging for students. This study aims to explore how successful students regulate their learning in this course. By answering these questions, teachers can gain valuable insights into how students learn and which strategies are most effective for their success. To compare the accuracy, precision, and sensitivity levels of classifiers, this study employed seven supervised machine learning algorithms and ensembles. Additionally, association rule and clustering techniques were utilized to identify the key attributes for successful students. However, it is important to note that the use of a convenience sample in this study may have limited the number of students in each cluster. Key Word: Association rules, Bayesian network (BN), clustering, decision trees (DTs), K-nearest neighbour (KNN), multilayer perceptron (MLP), Naïve Bayes (NB), support vector machines (SVMs)","PeriodicalId":14005,"journal":{"name":"International Journal of Innovative Research in Science, Engineering and Technology","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78253512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}