VOLUME 12, ISSUE 1, JANUARY 2024 | IJIREEICE https://ijireeice.com A Peer-reviewed Journal Tue, 21 Apr 2026 18:21:48 +0000 en-US hourly 1 https://wordpress.org/?v=4.9.26 Detection of Respiratory Diseases Through Cough Analysis https://ijireeice.com/papers/detection-of-respiratory-diseases-through-cough-analysis/ Tue, 02 Jan 2024 09:15:16 +0000 https://ijireeice.com/?post_type=papers&p=9370 Abstract: Since cough is a common symptom of many respiratory diseases, cough analysis is a crucial aspect in diagnosing various respiratory illnesses. This paper introduces an algorithm designed for the automatic diagnosis of specific respiratory diseases based on acoustic signals. The proposed algorithm extracts the features of the patient’s cough sound, including MFCC, pitch, spectral […]

The post Detection of Respiratory Diseases Through Cough Analysis appeared first on IJIREEICE.

]]> Abstract: Since cough is a common symptom of many respiratory diseases, cough analysis is a crucial aspect in diagnosing various respiratory illnesses. This paper introduces an algorithm designed for the automatic diagnosis of specific respiratory diseases based on acoustic signals. The proposed algorithm extracts the features of the patient’s cough sound, including MFCC, pitch, spectral centroid. These features are then compared with those stored in a database, aiding in the diagnosis of the disease. The algorithm’s functionality involves a comprehensive comparison that calculates the similarity percentage for each potential respiratory disease using Dynamic Time Warping (DTW). The results are subsequently sorted in descending order, highlighting the two diseases with the highest similarity. These top two matches are then displayed in the user interface. By employing this automated approach, the algorithm provides valuable insights into the type of respiratory disease a patient may be experiencing. The user interface enhances accessibility, offering medical professionals a clear and organized presentation of the most likely diagnoses based on the acoustic features of the patient’s cough.

Keywords: Cough analysis, respiratory diseases, MFCC, DTW.

Cite:
Aseel Wadeea Shukri Aldoori, Begüm Korunur Engiz,”Detection of Respiratory Diseases Through Cough Analysis”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/: 10.17148/IJIREEICE.2024.12101.

The post Detection of Respiratory Diseases Through Cough Analysis appeared first on IJIREEICE.

]]> Online Fraudulent Transaction Detection Through Machine Learning and Deep Learning Algorithms https://ijireeice.com/papers/online-fraudulent-transaction-detection-through-machine-learning-and-deep-learning-algorithms/ Tue, 02 Jan 2024 16:57:19 +0000 https://ijireeice.com/?post_type=papers&p=9375 Abstract: The virtual world has led to a rise in credit card use in the modern era, but misuse and fraud of credit cards have also increased dramatically. It is necessary to identify the many kinds of credit card fraud. Such frauds cause significant financial losses for both the business and the cardholder. Determining whether […]

The post Online Fraudulent Transaction Detection Through Machine Learning and Deep Learning Algorithms appeared first on IJIREEICE.

]]> Abstract: The virtual world has led to a rise in credit card use in the modern era, but misuse and fraud of credit cards have also increased dramatically. It is necessary to identify the many kinds of credit card fraud. Such frauds cause significant financial losses for both the business and the cardholder. Determining whether or not a specific transaction is fraudulent is the primary goal. A high false alarm rate, a shift in the nature of fraud, access to public data, and a large class imbalance are all necessary for detecting fraud. It acknowledges the challenges posed by imbalanced data and explores a range of machine learning and deep learning algorithms. The study focuses on convolutional neural networks (CNNs) and their architectural variations to enhance fraud detection. Through empirical analysis, it achieves impressive results, outperforming existing methods with high accuracy, F1-score, precision, and AUC values. The research also emphasizes the importance of minimizing false negatives. Ultimately, the proposed deep learning model offers a promising solution for real-world credit card fraud detection.

Keywords: credit card fraud, machine learning, deep learning, CNN.

Cite:
Ms. Nikita P. Shah, Komal Balaji Panchal, Vaishnavi Ashok Jambhale,Gauri Kaluram Kharat, Siddhi Narendra Galinde, “Online Fraudulent Transaction Detection Through Machine Learning and Deep Learning Algorithms”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/10.17148/IJIREEICE.2024.12102.

The post Online Fraudulent Transaction Detection Through Machine Learning and Deep Learning Algorithms appeared first on IJIREEICE.

]]> Deep Learning-Based Stress Identification in Children: Unraveling Physiological Patterns https://ijireeice.com/papers/deep-learning-based-stress-identification-in-children-unraveling-physiological-patterns/ Thu, 11 Jan 2024 05:06:22 +0000 https://ijireeice.com/?post_type=papers&p=9381 Abstract: Stress detection in children is a critical concern, given its profound impact on their well-being. This paper proposes a novel approach for identifying stress levels in children by analyzing physiological parameters, namely human body humidity, temperature, and step count. Leveraging deep learning techniques, we aim to develop a model capable of discerning stress levels, […]

The post Deep Learning-Based Stress Identification in Children: Unraveling Physiological Patterns appeared first on IJIREEICE.

]]> Abstract: Stress detection in children is a critical concern, given its profound impact on their well-being. This paper proposes a novel approach for identifying stress levels in children by analyzing physiological parameters, namely human body humidity, temperature, and step count. Leveraging deep learning techniques, we aim to develop a model capable of discerning stress levels, ultimately aiding in early intervention and support.

Index Terms: Deep Learning, Stress Identification, Child Health, Physiological Parameters, Body Humidity, Body Tem- perature, Step Count.

Cite:
Hima Vijayan V P*, Asif Shahkutty, Akshay S, “Deep Learning-Based Stress Identification in Children: Unraveling Physiological Patterns”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/: 10.17148/IJIREEICE.2024.12103.

The post Deep Learning-Based Stress Identification in Children: Unraveling Physiological Patterns appeared first on IJIREEICE.

]]> SmartCare- Plants care assistant system Using fertilizers https://ijireeice.com/papers/smartcare-plants-care-assistant-system-using-fertilizers/ Thu, 11 Jan 2024 07:49:22 +0000 https://ijireeice.com/?post_type=papers&p=9383 Abstract: ”SmartCare” is an innovative plant care assistant System that enrages advanced technology to ensure optimal plasthe- alth. The system utilizes three distinct Fertilizers and precise water The care and nurturing of plants have long been a cherished practice For many, offering not only natural beauty but also a sense of well-Being and tranquillity. However, as […]

The post SmartCare- Plants care assistant system Using fertilizers appeared first on IJIREEICE.

]]> Abstract: ”SmartCare” is an innovative plant care assistant System that enrages advanced technology to ensure optimal plasthe- alth. The system utilizes three distinct Fertilizers and precise water The care and nurturing of plants have long been a cherished practice For many, offering not only natural beauty but also a sense of well-Being and tranquillity. However, as urbanization and busy lifestyles Become the norm, the demands of plant care can present challenges. The horticultural industry, encompassing gardening and landscaping, Has seen steady growth. Yet, there is a growing need for innovative Solutions to simplify plant care and make it more efficient. Ring Techni- ques to support and replicate the photosynthesis process, providing plants with ideal conditions for growth and vitality.

Cite:
Mr. Surya Sevak Singh, Nakhwa Ahmed, Arkate Adil, Suraj Nadar, Jay Jadhav, Yaakov Palkar,”SmartCare- Plants care assistant system Using fertilizers”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/: 10.17148/IJIREEICE.2024.12104.

The post SmartCare- Plants care assistant system Using fertilizers appeared first on IJIREEICE.

]]> RenewaCarbon (Activated Solutions from Sugar Waste) https://ijireeice.com/papers/renewacarbon-activated-solutions-from-sugar-waste/ Sat, 13 Jan 2024 14:53:24 +0000 https://ijireeice.com/?post_type=papers&p=9393 Abstract: RenewaCarbon stands at the forefront of sustainable innovation, offering a groundbreaking solution to the carbon production landscape. Our project focuses on converting sugar waste, specifically bagasse, into high-value Activated Solutions, ushering in a transformative approach that not only reduces waste but also contributes to a more sustainable and circular economy… Keyword: RenewaCarbon, Sustainable innovation, […]

The post RenewaCarbon (Activated Solutions from Sugar Waste) appeared first on IJIREEICE.

]]> Abstract: RenewaCarbon stands at the forefront of sustainable innovation, offering a groundbreaking solution to the carbon production landscape. Our project focuses on converting sugar waste, specifically bagasse, into high-value Activated Solutions, ushering in a transformative approach that not only reduces waste but also contributes to a more sustainable and circular economy…

Keyword: RenewaCarbon, Sustainable innovation, Carbon production Bagasse, Activated Solutions, Circular economy

Cite:
SIDDHANT SANJAY JAISWAL, ASHVINI SHRIKRUSHNA HIRVE, “RenewaCarbon (Activated Solutions from Sugar Waste)”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/10.17148/IJIREEICE.2024.12105.

The post RenewaCarbon (Activated Solutions from Sugar Waste) appeared first on IJIREEICE.

]]> Compost Machine – A Brief Review https://ijireeice.com/papers/compost-machine-a-brief-review/ Mon, 22 Jan 2024 05:42:27 +0000 https://ijireeice.com/?post_type=papers&p=9402 Abstract: Collecting waste is crucial for maintaining clean and pleasant towns, but a big challenge is transporting the waste. One solution is using compactors to reduce the size of certain types of waste. While the total weight of the waste stays the same, the volume is reduced by about 80%. This not only saves money […]

The post Compost Machine – A Brief Review appeared first on IJIREEICE.

]]> Abstract: Collecting waste is crucial for maintaining clean and pleasant towns, but a big challenge is transporting the waste. One solution is using compactors to reduce the size of certain types of waste. While the total weight of the waste stays the same, the volume is reduced by about 80%. This not only saves money but also means trash cans don’t have to be emptied as often, lowering collection fees. The article aims to explore ideas and plans for recycling waste to minimize its harmful effects on the environment, human health, and natural resources.

Keywords: Organic Waste, Compost, Waste Management, Compost Machine.

Cite:
Manish C Salian, Prasanna H Poojary, Vicheth Suvarna, “Compost Machine – A Brief Review”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/: 10.17148/IJIREEICE.2024.12107.

The post Compost Machine – A Brief Review appeared first on IJIREEICE.

]]> A Review on Causes of Accidents in Two Wheelers https://ijireeice.com/papers/a-review-on-causes-of-accidents-in-two-wheelers/ Tue, 23 Jan 2024 01:15:59 +0000 https://ijireeice.com/?post_type=papers&p=9405 Abstract: The review paper provides a comprehensive analysis of the factors contributing to two-wheeler accidents in India and offers insightful recommendations for policy measures and technological innovations to enhance road safety. It highlights the significant impact of human, vehicular, environmental, and infrastructure-related factors on two-wheeler accidents. Additionally, the paper emphasizes the need for multifaceted approaches […]

The post A Review on Causes of Accidents in Two Wheelers appeared first on IJIREEICE.

]]> Abstract: The review paper provides a comprehensive analysis of the factors contributing to two-wheeler accidents in India and offers insightful recommendations for policy measures and technological innovations to enhance road safety. It highlights the significant impact of human, vehicular, environmental, and infrastructure-related factors on two-wheeler accidents. Additionally, the paper emphasizes the need for multifaceted approaches involving stakeholders to address the complex issue of reducing two-wheeler casualties. The review also discusses ongoing technological advancements such as Emergency Brake Assist (EBA) and safety telematics devices, offering promising opportunities for mitigating accidents. Furthermore, the paper emphasizes the crucial role of road conditions and infrastructure in two-wheeler accidents and emphasizes the importance of government interventions and regulatory mandates. This comprehensive analysis and the outlined recommendations serve as valuable insights for policymakers, researchers, and stakeholders to address and mitigate the challenges associated with two-wheeler accidents in India.

Keywords: Two-wheeler accidents, India, human factors, vehicular factors, environmental factors, infrastructure factors

Cite:
Leston Pinto, Sayyed Afnan, K Athul Bhat, Shivaramu H T, Yuvaraj K B, “A Review on Causes of Accidents in Two Wheelers”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/10.17148/IJIREEICE.2024.12108.

The post A Review on Causes of Accidents in Two Wheelers appeared first on IJIREEICE.

]]> Smart Tiffin Box – A Brief Review https://ijireeice.com/papers/smart-tiffin-box-a-brief-review/ Tue, 23 Jan 2024 05:49:19 +0000 https://ijireeice.com/?post_type=papers&p=9407 Abstract: The Smart Tiffin Box revolutionizes traditional food storage with advanced technology, targeting individuals with busy lifestyles. It integrates sensors and communication modules to monitor temperature, freshness, and nutritional content. A user-friendly mobile app allows customization, real-time updates, and nutritional tracking. The design includes smart sensors and microcontrollers for optimal storage conditions, preventing spoilage. Extensive […]

The post Smart Tiffin Box – A Brief Review appeared first on IJIREEICE.

]]> Abstract: The Smart Tiffin Box revolutionizes traditional food storage with advanced technology, targeting individuals with busy lifestyles. It integrates sensors and communication modules to monitor temperature, freshness, and nutritional content. A user-friendly mobile app allows customization, real-time updates, and nutritional tracking. The design includes smart sensors and microcontrollers for optimal storage conditions, preventing spoilage. Extensive testing validates its reliability for dynamic lifestyles. The project signifies a technological leap in smart food storage, addressing challenges and offering an intelligent solution. In conclusion, the Smart Tiffin Box enhances daily life by intelligently managing dietary preferences.

Keywords: Smart Tiffin Box, Temperature, Freshness, and Nutritional Content

Cite:
Abhinav Das V K, Khalid Abdulla, Shashikumar C S, Mohan Kumar, “Smart Tiffin Box – A Brief Review”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/: 10.17148/IJIREEICE.2024.12109.

The post Smart Tiffin Box – A Brief Review appeared first on IJIREEICE.

]]> “Recycling Plastic Bottles into 3D Printer Filament: A Sustainable and Cost-Effective Solution” https://ijireeice.com/papers/recycling-plastic-bottles-into-3d-printer-filament-a-sustainable-and-cost-effective-solution/ Wed, 24 Jan 2024 12:42:19 +0000 https://ijireeice.com/?post_type=papers&p=9410 Abstract: Plastic filament extruder utilizing thermoplastic granules, including waste materials. The process involves a ceramic band heater to melt materials, a barrel screw for longitudinal feeding, and a three-zone screw. Efficient heating is achieved with two barrel heaters and one die heater. Control is maintained by an analog temperature controller. The extruded filament has a […]

The post “Recycling Plastic Bottles into 3D Printer Filament: A Sustainable and Cost-Effective Solution” appeared first on IJIREEICE.

]]> Abstract: Plastic filament extruder utilizing thermoplastic granules, including waste materials. The process involves a ceramic band heater to melt materials, a barrel screw for longitudinal feeding, and a three-zone screw. Efficient heating is achieved with two barrel heaters and one die heater. Control is maintained by an analog temperature controller. The extruded filament has a diameter of 3mm, adjustable using a DC motor. Potential improvements include increasing barrel and screw diameters for enhanced production and augmenting material properties with fillers.[1]. Limitations in existing Fused Deposition Modeling (FDM) printers, which often restrict printing to monochrome objects due to nozzle structure. Utilizing CAD modeling and simulation tools like UG, ICEM CFD, and Fluent software, the study establishes a color-mixing 3D printer nozzle. Temperature optimization at varying extrusion speeds is determined, and insights into blockages at the heating block intersection are revealed. The experimental validation demonstrates stable production of mixed-color artifacts.[2][3] This article details a filament extruder designed for producing plastic filaments with precise diameters, utilizing thermoplastic granules, pellets, and even waste materials. The extrusion process involves rod heaters for material melting and a screw to longitudinally feed raw materials along the barrel, segmented into feed, melt, and transition zones. Temperature control is achieved with two temperature zones and six rod heaters using an analog temperature controller. The filament extruder, designed for 3D printing, incorporates a 2.5 mm die, yielding a 1.75mm filament diameter, adjustable by a DC motor. Further improvements in production involve increasing barrel and screw diameters, while enhanced mechanical and thermal properties are achieved by introducing various fillers to the raw material.[4][5].

Cite:
Aditya B Shetty, Bhaskar A Harikant, Gnanesh B S, “Recycling Plastic Bottles into 3D Printer Filament: A Sustainable and Cost-Effective Solution”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/10.17148/IJIREEICE.2024.12110.

The post “Recycling Plastic Bottles into 3D Printer Filament: A Sustainable and Cost-Effective Solution” appeared first on IJIREEICE.

]]> DESIGN AND FABRICATION OF ROLL-CAGE LITERATURE REVIEW https://ijireeice.com/papers/design-and-fabrication-of-roll-cage-literature-review/ Thu, 25 Jan 2024 12:55:19 +0000 https://ijireeice.com/?post_type=papers&p=9412 Abstract: This project meticulously designs and optimizes an All-Terrain Vehicle (ATV) roll cage, conforming rigorously to SAE regulations. Using tools like SolidWorks, Lotus Suspension Analyzer, and ANSYS, the study emphasizes safety, manufacturing feasibility, and structural robustness. The roll cage serves as a critical protective shell for the driver while supporting essential vehicle systems. Ensuring compliance […]

The post DESIGN AND FABRICATION OF ROLL-CAGE LITERATURE REVIEW appeared first on IJIREEICE.

]]> Abstract: This project meticulously designs and optimizes an All-Terrain Vehicle (ATV) roll cage, conforming rigorously to SAE regulations. Using tools like SolidWorks, Lotus Suspension Analyzer, and ANSYS, the study emphasizes safety, manufacturing feasibility, and structural robustness. The roll cage serves as a critical protective shell for the driver while supporting essential vehicle systems. Ensuring compliance with SAE standards, the design prioritizes safety measures, efficient manufacturing, and structural integrity. The meticulous analysis and optimization phases utilize SolidWorks for comprehensive vehicle creation, Lotus Suspension Analyzer for steering and suspension geometry iterations, and ANSYS for component analysis and optimization.

Cite:
Swaroop G, Shreyas Tandel, Sharun Mohan P, K V Abhishek, “DESIGN AND FABRICATION OF ROLL-CAGE LITERATURE REVIEW”, IJIREEICE International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, vol. 12, no. 1, 2024, Crossref https://doi.org/10.17148/IJIREEICE.2024.12111.

The post DESIGN AND FABRICATION OF ROLL-CAGE LITERATURE REVIEW appeared first on IJIREEICE.

]]>