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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 8 | Month- August 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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Volume 14 | Issue 6

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  Paper Title: WIRELESS ELECTRIC VEHICLE CHARGING STATION

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02088

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02088

  Register Paper ID - 310758

  Title: WIRELESS ELECTRIC VEHICLE CHARGING STATION

  Author Name(s): Chetan C. Morankar, Mohini D.Pardeshi, Chanchal A. Sonawane, Dr. Atul Barhate

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 523-528

 Year: June 2026

 Downloads: 54

 Abstract

Nowadays the world is shifting towards electrified mobility to reduce the pollutant emissions caused by non-renewable fossil-fueled vehicles and to provide an alternative to pricey fuel for transportation is an Electric Vehicle. But for electric vehicles, traveling range and charging process are the two major issues affecting its adoption over conventional vehicles WPT Enabled infrastructure has to be employed to achieve a Hybrid (dynamic/ stationary) EV charging concept. The weight of the battery pack can be reduced as the required energy storage is lower if the vehicle can be powered wirelessly while driving.


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WIRELESS ELECTRIC VEHICLE CHARGING STATION

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  Paper Title: Wire less Charging Station free Energy Transfer

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02087

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02087

  Register Paper ID - 310757

  Title: WIRE LESS CHARGING STATION FREE ENERGY TRANSFER

  Author Name(s): Yash Shital Patil, Chetna Asaram Patil, Suraj Sanjay Patil, Prof. Amit Mhaskar

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 517-522

 Year: June 2026

 Downloads: 56

 Abstract

This paper presents Electric vehicles are today's zero emission vehicular technology which are considered as the future of automotive industry. The batteries of the vehicles get charged in order to drive the vehicle. The methodology of charging the electric vehicle currently is through plug-in method where the charging station charges the battery of an electric vehicle. However, an alternative method for charging the battery of an electric vehicle is through Wireless Power Transfer where it can be as a Static or Dynamic charging systems. Static Charging System can be implemented to charge the batteries of the electric vehicles when the vehicle is parked in static mode. Dynamic Charging System can be implemented to charge when the vehicle is in motion. This method of wireless charging of electric vehicle is done through inductive power transfer where wireless transmission of power is achieved by mutual induction of magnetic field between transmitter and receiver coil. The state of the battery is monitored using Battery Management system (BMS).


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Wire less Charging Station free Energy Transfer

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  Paper Title: Simulation of Smart Grid in MATLAB/Simulink

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02086

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02086

  Register Paper ID - 310756

  Title: SIMULATION OF SMART GRID IN MATLAB/SIMULINK

  Author Name(s): Durgesh S Pawar, Bhagyesh A Sonawane, Durgesh P Patil, Prof.Dr. Harish.A. Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 510-516

 Year: June 2026

 Downloads: 49

 Abstract

Energy Generation is a big problem in developing and developed countries. Its supply and demand is an issue as Energy Consumption is always higher than Energy production. Renewable Energy sources are playing a significant role in bridging the gap between energy generation and consumption. Photovoltaic Solar panels and wind generators are now widely available that can be used in order to conserve non-renewable resources. Wind Generator with Doubly-fed induction generator (DFIG) system is quite common in which the power electronic interface controls the rotor currents to achieve the variable speed necessary for maximum energy capture in variable winds. Exhaustion of Non-renewable Energy sources also leads to environmental problems. Therefore, there is the time to use renewable energy sources from non-renewable power sources such a way, which maximizes the use of power generated by renewable resources without affecting the power system. There should be an intelligent power system that can use the electrical power from renewable resources and only needs to use non-renewable power sources if renewable power is either not available or not fulfilling the required demand, which is the primary function of Smart Grid Power Network. Therefore, a smart grid is an electrical grid, which includes a vast variety of operations and energy measures, including smart meters, smart appliances, renewable energy resources, and energy-efficient resources. In this paper, different types of energy sources both non-renewable and renewable are connected and simulation is done with the help of MatLab Simulink Tool Box.


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Simulation of Smart Grid in MATLAB/Simulink

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  Paper Title: PulseAI: Low-Cost IoT-Based Real-Time ECG Monitoring System Using AD8232, ADS1115, and ESP32

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02085

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02085

  Register Paper ID - 310755

  Title: PULSEAI: LOW-COST IOT-BASED REAL-TIME ECG MONITORING SYSTEM USING AD8232, ADS1115, AND ESP32

  Author Name(s): Digambar Sanjay Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 503-509

 Year: June 2026

 Downloads: 60

 Abstract

PulseAI: Low-Cost IoT-Based Real-Time ECG Monitoring System Using AD8232, ADS1115, and ESP32


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PulseAI: Low-Cost IoT-Based Real-Time ECG Monitoring System Using AD8232, ADS1115, and ESP32

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  Paper Title: Password-based Circuit Breaker

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02084

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02084

  Register Paper ID - 310754

  Title: PASSWORD-BASED CIRCUIT BREAKER

  Author Name(s): Vipul Vinod More, Prajwal Pravin Chudiwale, Prof. M. H. Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 499-502

 Year: June 2026

 Downloads: 63

 Abstract

The Password-Based Circuit Breaker is a smart electrical protection system designed to improve safety and prevent unauthorized use of electrical power. In traditional circuit breakers, anyone can switch the power ON or OFF manually, which may lead to misuse, accidents, or electric hazards. This project introduces a password security feature that allows only authorized users to control the electrical supply.


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Password-based Circuit Breaker

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  Paper Title: Modelling and Simulation of a 100 kW Solar Power Plant Using MATLAB/Simulink

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02083

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02083

  Register Paper ID - 310753

  Title: MODELLING AND SIMULATION OF A 100 KW SOLAR POWER PLANT USING MATLAB/SIMULINK

  Author Name(s): Kadri Huzaifa M Asif, Anand S. Hirole, Rohit R. Patil, Prof. M. H. Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 493-498

 Year: June 2026

 Downloads: 59

 Abstract

Modelling and Simulation of a 100 kW Solar Power Plant Using MATLAB/Simulink


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Modelling and Simulation of a 100 kW Solar Power Plant Using MATLAB/Simulink

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  Paper Title: IoT Based Energy Monitoring System

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02082

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02082

  Register Paper ID - 310752

  Title: IOT BASED ENERGY MONITORING SYSTEM

  Author Name(s): Shruti Sonar, Pravin Patil, Yashawant Badgujar, Atul Barhate

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 488-492

 Year: June 2026

 Downloads: 50

 Abstract

This paper presents an IoT-Based Energy Monitoring and Control System using ESP32 and PZEM-004T sensor for real-time electrical parameter monitoring. The system measures voltage, current, power, and energy consumption and displays the data on an LCD display as well as on the ThingSpeak cloud platform through Wi-Fi connectivity. A relay module is integrated for remote load control using a mobile application. The proposed system enables real-time monitoring, cloud data storage, graphical analysis, and remote access for efficient energy management. The project helps reduce electricity wastage and supports smart home and smart campus applications.


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IoT Based Energy Monitoring System

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  Paper Title: Automatic Reactive Power Compensation System

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02081

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02081

  Register Paper ID - 310751

  Title: AUTOMATIC REACTIVE POWER COMPENSATION SYSTEM

  Author Name(s): Jay Mahesh Khadse, Vivek Manoj Anasane, Aditi Sunil Pawar, Dr. Atul Barhate

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 483-487

 Year: June 2026

 Downloads: 55

 Abstract

In this proposed system, two zero crossing detectors are used for detecting zero crossing of voltage and current. The project is designed to minimize penalty for industrial units using Automatic Reactive Power Compensation unit. The PIC microcontroller used in this project.


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Automatic Reactive Power Compensation System

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  Paper Title: E-Waste Sorted System Using ML and Automation

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02080

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02080

  Register Paper ID - 310750

  Title: E-WASTE SORTED SYSTEM USING ML AND AUTOMATION

  Author Name(s): Bhargavi Chaudhari, Sayali Patil, Gayatri Gond, Prof. Rohit Nemade

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 478-482

 Year: June 2026

 Downloads: 50

 Abstract

Inefficient waste segregation at the source remains a significant challenge for effective waste management and recycling efforts. This project presents the design and implementation of an automated, IoT-enabled smart garbage separation system capable of classifying waste into distinct categories: Dry, Wet, and Metal.


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IOT, pico w, E waste, machine Learning, Sensor, WI- FI

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  Paper Title: EV BYCYCLE

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02079

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02079

  Register Paper ID - 310749

  Title: EV BYCYCLE

  Author Name(s): Bhavesh M. Patil, Pratik S. Jadhav, Renuka N. Aher, Prof. Harish A. Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 474-477

 Year: June 2026

 Downloads: 55

 Abstract

The project " EV BICYCLE" focuses on studying, designing, and understanding the mechanical and electrical systems that enable bicycles to be one of the most efficient human-powered machines ever developed. This report aims to present a detailed analysis of the basic working principles, structural components, efficiency factors, and innovations in modern bicycles.


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Bicycle Design, Mechanical Transmission, Gear Systems, Brake Efficiency, Energy Conservation, Sustainable Transport

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  Paper Title: Air Quality Monitoring Using Drone: A Quadcopter-Based Real-Time Atmospheric Sensing System

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02078

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02078

  Register Paper ID - 310748

  Title: AIR QUALITY MONITORING USING DRONE: A QUADCOPTER-BASED REAL-TIME ATMOSPHERIC SENSING SYSTEM

  Author Name(s): Dr. Sachin Maheshri, Rushikesh Bhadange, Pavan Patil, Aditya Kale, Rushikesh Umale, Harshal Thakur

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 466-473

 Year: June 2026

 Downloads: 47

 Abstract

Air Quality Monitoring Using Drone: A Quadcopter-Based Real-Time Atmospheric Sensing System


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Air Quality Monitoring Using Drone: A Quadcopter-Based Real-Time Atmospheric Sensing System

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  Paper Title: IoT-Based Smart Agriculture System for Efficient Multi-Crop Cultivation in Hilly Regions

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02077

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02077

  Register Paper ID - 310016

  Title: IOT-BASED SMART AGRICULTURE SYSTEM FOR EFFICIENT MULTI-CROP CULTIVATION IN HILLY REGIONS

  Author Name(s): Dipali Arun Patil, Aakanksha Dinesh Thakare, Shivani Shamkant Devare, Dr. H.T. Ingale, Maheshkumar N. Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 461-465

 Year: June 2026

 Downloads: 50

 Abstract

Modern agriculture requires efficient water management, especially in hilly regions where uneven terrain makes irrigation difficult. Traditional irrigation methods often result in improper water distribution, increased wastage, and reduced crop productivity. To overcome these challenges, this project presents an IoT-based smart irrigation system designed for multi-crop cultivation, specifically for Wheat and Jowar crops.The system uses NodeMCU modules as wireless sensor nodes to monitor soil moisture, temperature, and humidity in real time across different crop zones. The collected data is transmitted to the Blynk cloud platform via Wi-Fi, enabling continuous monitoring through a mobile application. A Raspberry Pi acts as the central controller, processing the data and controlling irrigation components such as a water pump and solenoid valves using a relay module.The system operates in both automatic and manual modes. In automatic mode, irrigation is controlled based on soil moisture thresholds to ensure optimal water usage. In manual mode, users can monitor data and control the system remotely through the Blynk mobile application.This system improves water efficiency, reduces manual effort, and ensures proper irrigation in hilly environments. It is cost-effective, scalable, and supports real-time agricultural applications, contributing to sustainable farming and improved crop yield.


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IoT, Smart Irrigation, Raspberry Pi, NodeMCU, Soil Moisture Sensor, Blynk, Automation

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  Paper Title: Detection and Prevention of Tampering in Weighing Measuring and Instrument

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02076

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02076

  Register Paper ID - 310015

  Title: DETECTION AND PREVENTION OF TAMPERING IN WEIGHING MEASURING AND INSTRUMENT

  Author Name(s): Vaibhavi Shashikant Sonawane, Divyashri Sanjay Patil, Dipali Gajanan Joshi, Dr. I. S. Jadhav, Hemraj V. Dhande

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 456-460

 Year: June 2026

 Downloads: 45

 Abstract

Tampering in weighing and measuring instruments poses a significant threat to commercial accuracy, consumer protection, and fair-trade practices. With the increasing shift from mechanical to digital systems, new forms of tamperingsuch as sensor bypassing, data manipulation, magnetic interference, and microcontroller hacking have emerged. This project focuses on the development of an intelligent tamper-detection and prevention system designed to ensure the integrity and reliability of weighing instruments. The proposed system integrates multiple security mechanisms including load cell monitoring through HX711 amplifier modules, tamper switches for enclosure security, magnetic field detection, and anomaly-based detection algorithms within a microcontroller unit. Any detected irregularity triggers visual and audible alarms and can log the event for regulatory inspection. Additionally, protective circuit design, shielding techniques, and secure firmware architecture are employed to minimize vulnerabilities. The outcomes demonstrate that a multi-layered approach combining hardware, software, and mechanical safeguards significantly increases resistance to tampering and enhances accuracy and trustworthiness in measurement systems. This solution supports legal metrology standards and promotes transparency in commercial transactions.


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Tampering detection, Weighing instruments, Legal metrology, Load cell security, HX711 amplifier, Microcontroller-based monitoring

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  Paper Title: AgroPredict: Intelligent Analysis of Soil Data for Crop Suggestion

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02075

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02075

  Register Paper ID - 309442

  Title: AGROPREDICT: INTELLIGENT ANALYSIS OF SOIL DATA FOR CROP SUGGESTION

  Author Name(s): Magar Anuja S, Dr. Gunjal. S. D., Dr. Khatri. A. A, Prof. Bhosale. S. B.

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 451-455

 Year: June 2026

 Downloads: 46

 Abstract

AgroPredict: Intelligent Analysis of Soil Data for Crop Suggestion


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AgroPredict: Intelligent Analysis of Soil Data for Crop Suggestion

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  Paper Title: Design and Implementation of a Low-Cost Autonomous Hospitality Robot for Smart Indoor Service Application

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02074

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02074

  Register Paper ID - 309297

  Title: DESIGN AND IMPLEMENTATION OF A LOW-COST AUTONOMOUS HOSPITALITY ROBOT FOR SMART INDOOR SERVICE APPLICATION

  Author Name(s): Karan Jalwani, Sakshi Dabhade, Diya Chaudhari, Dhanshri Bisen, Mamta Patil , Vaishnavi Patil

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 446-450

 Year: June 2026

 Downloads: 55

 Abstract

The integration of automation technologies in the hospitality industry is becoming increasingly important for improving service quality and reducing operational costs. This paper presents the development of a cost-effective autonomous service robot designed for indoor hospitality environments such as hotels, restaurants, and office spaces. The system is specifically designed to be low-cost, reliable, and easy to deploy, making it suitable for small and medium-sized enterprises.


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Design and Implementation of a Low-Cost Autonomous Hospitality Robot for Smart Indoor Service Application

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  Paper Title: Design, Fabrication and Energy Analysis of a 48 V Battery-Powered Electric Soil Cultivator for Small-Scale Indian Agriculture

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02073

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02073

  Register Paper ID - 309298

  Title: DESIGN, FABRICATION AND ENERGY ANALYSIS OF A 48 V BATTERY-POWERED ELECTRIC SOIL CULTIVATOR FOR SMALL-SCALE INDIAN AGRICULTURE

  Author Name(s): Tejas Nana Mangale, Umesh Subhash Mahajan, Tushar Basraj Banjara, Prashant manohar chavhan, Bhushan Sunil Kolhe, Paras Bhuleshwar Goad

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 439-445

 Year: June 2026

 Downloads: 49

 Abstract

India's 146 million smallholder farming households continue to rely heavily on diesel-powered tillers for soil cultivation, weeding, and trenching. These machines consume 1.2-1.5 litres of diesel per operating hour, generating roughly 3.4 kg of CO? per hour and imposing an operating fuel cost of INR108-135/hr on marginal farmers. This paper presents the fabrication, testing, and detailed energy analysis of a 48 V brushless DC (BLDC) motor-driven electric soil cultivator, developed by third-year B.Tech students of the Electrical Engineering department at R.C. Patel Institute of Technology (RCPIT), Shirpur, Maharashtra, as part of their 2025-26 departmental project.


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Electric cultivator, battery-powered weeder, BLDC motor, 48 V LiFePO?, FOC controller, Indian agriculture, energy saving, rural student fabrication, RCPIT Shirpur, JAP-O design.

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  Paper Title: Real-Time Electric Vehicle Monitoring System: A Comprehensive Review

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02072

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02072

  Register Paper ID - 309299

  Title: REAL-TIME ELECTRIC VEHICLE MONITORING SYSTEM: A COMPREHENSIVE REVIEW

  Author Name(s): Puja Dalal, Vaishnavi Patil, Devshri Chaudhari, Yash Koli, Dr. Yogesh Kirange

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 424-438

 Year: June 2026

 Downloads: 45

 Abstract

The rapid adoption of electric vehicles (EVs) worldwide has created an urgent need for sophisticated monitoring systems capable of tracking vehicle performance, battery health, energy consumption, and location in real time. This review paper examines the current state of real-time EV monitoring systems, exploring their architecture, key technologies, communication protocols, and applications. We analyse the challenges facing these systems and discuss emerging trends that will shape their future development. The integration of Internet of Things (IoT), cloud computing, machine learning, and advanced sensor technologies has enabled unprecedented capabilities in EV monitoring, [1] contributing to improved safety, efficiency, and user experience.


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Electric vehicles, real-time monitoring, battery management system, IoT, telematics, cloud computing, machine learning, fleet management

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  Paper Title: Design and Implementation of Wind Solar Hybrid Power Plant With EV Charging and Energy Storage

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02071

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02071

  Register Paper ID - 309301

  Title: DESIGN AND IMPLEMENTATION OF WIND SOLAR HYBRID POWER PLANT WITH EV CHARGING AND ENERGY STORAGE

  Author Name(s): Miss.Bhavana Doifode, Dr.Amit Mohod, Dr.Krunal Panpaliya

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 417-423

 Year: June 2026

 Downloads: 49

 Abstract

This work presents an IoT-enabled hybrid renewable energy charging station designed for electric vehicle applications. The system integrates a 12V/10W polycrystalline solar photovoltaic panel and a 3V DC generator motor functioning as a small-scale Wind Energy Conversion System to address the intermittency challenges inherent in single-source renewable installations. The station employs an ESP32 DevKit V1 microcontroller with dual-core Xtensa 32-bit LX6 processor, integrated 12-bit analog-to-digital conversion capability, and built-in Wi-Fi connectivity.


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Hybrid renewable energy systems, wireless power transfer, Internet of Things, electric vehicle charging, ESP32 microcontroller, Blynk cloud platform.

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  Paper Title: A Machine Learning-Based Approach for Fault Detection and Diagnosis in Photovoltaic Systems

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02070

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02070

  Register Paper ID - 309302

  Title: A MACHINE LEARNING-BASED APPROACH FOR FAULT DETECTION AND DIAGNOSIS IN PHOTOVOLTAIC SYSTEMS

  Author Name(s): Vaishnavi V. Patil, Vaishnavi V. Kapshikar, Prof. Yogesh P. Khadse, Dr. Kiran A. Dongre

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 414-416

 Year: June 2026

 Downloads: 47

 Abstract

The rapid global integration of Photovoltaic (PV) systems requires robust monitoring and diagnostic mechanisms to ensure high efficiency and operational safety. PV systems are highly susceptible to various anomalies, including line-to-line faults, open circuits, partial shading, and degradation, which can severely diminish power output and cause permanent damage. Traditional fault detection methods rely on predefined thresholds, which often fail under fluctuating environmental conditions. This paper proposes a Machine Learning (ML) based approach for the automatic detection and diagnosis of faults in PV systems. By extracting key electrical features (voltage, current, power) and environmental data (irradiance, temperature), several supervised ML algorithms, including Support Vector Machines (SVM), Artificial Neural Networks (ANN), and Random Forest (RF), are evaluated. The methodology involves data preprocessing, feature extraction, and model training using simulated I-V characteristic curves under healthy and faulty conditions. The proposed model demonstrates high diagnostic accuracy, offering a reliable, sensor-efficient, and computationally viable solution for real-time predictive maintenance in solar energy systems.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Photovoltaic System, Fault Diagnosis, Machine Learning, Artificial Neural Networks (ANN), Predictive Maintenance, Partial Shading.

  License

Creative Commons Attribution 4.0 and The Open Definition

  Paper Title: Performance Analysis and Anomalies in Photovoltaic Solar Systems using Thermal Imaging Technology Photovoltaic systems, thermal imaging, anomaly detection, hotspots, infrared thermography, fault diagnosis.

  Publisher Journal Name: IJCRT

  DOI Member: 10.6084/m9.doi.one.IJCRTBW02069

  Your Paper Publication Details:

  Published Paper ID: - IJCRTBW02069

  Register Paper ID - 309303

  Title: PERFORMANCE ANALYSIS AND ANOMALIES IN PHOTOVOLTAIC SOLAR SYSTEMS USING THERMAL IMAGING TECHNOLOGY PHOTOVOLTAIC SYSTEMS, THERMAL IMAGING, ANOMALY DETECTION, HOTSPOTS, INFRARED THERMOGRAPHY, FAULT DIAGNOSIS.

  Author Name(s): M. Mujtahid Ansari

 Publisher Journal name: IJCRT

 Volume: 14

 Issue: 6

 Pages: 407-413

 Year: June 2026

 Downloads: 53

 Abstract

The rapid growth of photovoltaic (PV) solar systems has increased the need for efficient monitoring and maintenance techniques to ensure optimal performance. Faults such as hotspots, shading, cracks, and connection failures significantly degrade system efficiency. This paper presents a comprehensive performance analysis of PV systems using thermal imaging technology for anomaly detection. Infrared thermography enables non-contact, real-time monitoring of PV modules by detecting temperature variations associated with defects. The study analyzes various anomalies, evaluates their impact on system performance, and highlights the effectiveness of thermal imaging combined with image processing techniques.


Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Photovoltaic systems, thermal imaging, anomaly detection, hotspots, infrared thermography, fault diagnosis.

  License

Creative Commons Attribution 4.0 and The Open Definition



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About IJCRT

The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.


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International Journal of Creative Research Thoughts (IJCRT)
ISSN: 2320-2882 | Impact Factor: 7.97 | 7.97 impact factor and ISSN Approved.
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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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