Trends in Machine design

Latest articles

• Published Subscription Original Research 15 Jun 2026

  Data-Driven Machine Learning Approach for Vehicle Fuel Economy Prediction and Performance Monitoring Using Real-World OBD Data

  By Arumugam Palanichamy, Suresh Alex Selvaraj, Rajavel Rangasamy, Karthikeyan Subramanian

  Abstract: Modern passenger vehicles generate large volumes of operational data through On-Board Diagnostics (OBD) systems, enabling continuous observation of vehicle performance under real-world driving conditions. However, much of the existing research mainly analyses previously recorded data and does not provide predictive mechanisms for monitoring vehicle performance under dynamically varying operating conditions. This study presents an AI and machine learning–based method for predicting and monitoring real-world vehicle performance and fuel economy using …

  Published in Trends in Machine design · Vol. 13, Issue 2, 2026 · pp. 47–66 Read article →

• Published Subscription Original Research 15 Jun 2026

  Motorised Dual Side Shaping Machine with IoT Integration

  By Sarthak D. Shivtare, Atul A. Surve, Kirti R. Shinde, Sanika G. Gorad, Mangesh B. Bankar

  Abstract: This work presents the design, fabrication and testing of a Motorised Dual Side Shaping Machine intended for small-scale workshops and educational laboratories, enhanced by an Internet of Things IoT based motor control system using the ESP32 microcontroller. The machine employs a 250 watt geared motor as the prime mover, transmitting power through a chain and sprocket mechanism to a 20 mm mild steel shaft supported on pedestal bearings (P204), where …

  Published in Trends in Machine design · Vol. 13, Issue 2, 2026 · pp. 26–35 Read article →

• Published Subscription Original Research 12 Jun 2026

  AI-Driven Dairy Ledger: Enhancing Efficiency with Machine Learning

  By Aditya Anil Pangavhane, Akash Babasaheb Shinde, Prasad Dinesh Sanap, Akshay Abhay Petkar

  Abstract: The dairy business nevertheless has ongoing difficulties with financial management, record-keeping, and operational effectiveness, which frequently lead to resource mismanagement, human mistakes, and revenue losses. These problems are most noticeable on small- to medium-sized farms where manual labor is the primary method. This study introduces an AI-driven Dairy Ledger, a complete machine learning-powered system designed to automate and optimize key dairy functions, such as tracking cow feed orders, managing milk …

  Published in Trends in Machine design · Vol. 13, Issue 2, 2026 · pp. 36–46 Read article →

• Published Subscription Original Research 10 Jun 2026

  Multi Objective Optimization of Lifting Hook Strength for Hitachi Sumitomo Systems Using Cross Sectional Variations

  By Thatha Saikumar, T. Vasantha

  Abstract: Material handling equipment refers to a broad category of mechanical systems used for the movement, storage, regulation, and safeguarding of materials and products throughout different stages such as manufacturing, distribution, usage, and disposal. These systems form an integral part of industrial operations by facilitating efficient handling processes. Typically, material handling equipment can be grouped into four primary classifications: storage and handling devices, engineered systems, industrial transport vehicles, and bulk material …

  Published in Trends in Machine design · Vol. 13, Issue 2, 2026 · pp. 1–15 Read article →

• Published Subscription Original Research 10 Jun 2026

  Parametric Design and Multi Objective Optimization of a Two-Axle Tipper Trailer Chassis for Enhanced Strength

  By Boddeda Prem Raju, K.V.S. Prasad

  Abstract: The primary objective of this project is to perform a detailed analysis of the chassis frame by considering variations in cross-sectional geometry as well as material composition. The frame structure includes main longitudinal members supported by a series of cross members, and the study focuses on optimizing both these elements. Material optimization is carried out by introducing composite materials in place of conventional ones, aiming to achieve improved strength-to-weight ratio. …

  Published in Trends in Machine design · Vol. 13, Issue 2, 2026 · pp. 16–25 Read article →

• Published Subscription Original Research 6 Apr 2026

  The Quicklift: Redefining Car Jack Dynamics & Design

  By Manoj Lohate, Shyamsingh Thakur, Kaushal Gandhi, Sayali Nikam, Gaurav Pandey, Varun Chaskar

  Abstract: A Jack is a tool that aids in raising the vehicles without considerable physical efforts and thereby reducing strain injuries. This paper is about designed model of Jack and performing the static analysis (viz:structural) with the help of Solid works software. The outcomes obtained demonstrates that jack can be used safely. Additional improvements to be made in the jack is by modifying the vertical cylindrical bar so that it can …

  Published in Trends in Machine design · Vol. 13, Issue 1, 2026 · pp. 86–92 Read article →

• Published Subscription Review Article 25 Feb 2026

  Review on Severe Plastic Deformation Techniques for Bulk Materials: Deformation Behavior and Properties

  By Nagendra Singh, Gopal Sharma

  Abstract: This paper presents a detailed review of the efficient application of Severe Plastic Deformation for the fabrication of ultra-fine-grained and nanostructured crystalline bulk materials. Severe Plastic Deformation allows substantial grain refinement while largely preserving the original dimensions of the workpiece, making it especially suitable for ductile materials capable of sustaining very high strains under elevated hydrostatic pressure prior to failure. The study investigates the grain refinement mechanisms involved in Severe …

  Published in Trends in Machine design · Vol. 13, Issue 1, 2026 · pp. 40–72 Read article →

• Published Subscription Original Research 25 Feb 2026

  Evaluation on the Mechanical Strength of TIG Welded 6061Aluminium Alloy Joints

  By Prashanth Pai M., Manujesh B.J., Mohammed Saleem, Amil Azeez, Nithin M.K., C.V. Pujar

  Abstract: Aluminum alloy Al-6061 is extensively used in aerospace, automotive, and marine industries due to its excellent mechanical properties, lightweight nature, and corrosion resistance. However, welding this alloy presents challenges such as porosity, hot cracking, and strength reduction in the heat-affected zone (HAZ). Tungsten Inert Gas (TIG) welding, known for its precision and quality, is commonly employed for joining Al-6061. This study investigates the tensile strength of TIG-welded butt joints of …

  Published in Trends in Machine design · Vol. 13, Issue 1, 2026 · pp. 34–39 Read article →

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