Bharat in Betastartup field guide
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No. 1398Problem statementManufacturing and materials

AI-Driven Anomaly Detection in Component Burn-In & Screening

Source

Source summary

Develop ML screening of electronic-component burn-in time series to detect unusual behaviour within otherwise passing absolute limits. Include lot-relative outlier detection and prediction of 168-hour parameter drift from initial/24-hour measurements, flagging excessive predicted slopes for review/rejection. Evaluate missed defects, prediction MAE and explanations useful to QA inspectors. The source's currents/temperatures illustrate the approach rather than define universal component limits.

No. 1028Problem statementManufacturing and materials

Students are supposed to use Fusion software to generate NC code with machine details & tool library for any industrial component. students should possess technical skills in areas such as CAD/CAM software, G-code programming, toolpath optimization, and machining fundamentals. Additionally, their project ideas should demonstrate a viable solution to a real-world problem, ensuring feasibility and practicality in implementation.

Use Autodesk Fusion to design an industrial component and generate CNC/NC code with machine details, a tool library and machining simulation. Demonstrate CAD/CAM, toolpath, G-code and machining choices addressing a practical problem. Submit an original Fusion design/toolpath link and 5–7 presentation slides; at the finale create the assigned component and deliver its design link and G-code. Assessment includes design complexity, practicality, process/tool selection and simulation.

No. 1027Problem statementManufacturing and materials

Research and redesign a conventional aerospace component commonly found in air vehicles and utilize Fusion software to reimagine its design. Students can use Fusion Features such as Generative Design, Topology Optimization, Additive Build etc. The redesigned component should showcase innovation, enhanced functionality, and improved efficiency, all while being optimized for 3D printing.

Redesign a conventional aerospace component in Autodesk Fusion for additive manufacturing, balancing structural integrity and weight. Define constraints, explore generative/topology-optimised designs, simulate and iterate, then prototype/test through 3D printing. Submit an original Fusion link and 5–7 slides; finale work includes design/printing and rendered presentation. The source's goals of better function and efficiency require evaluation, not assumed flightworthiness.

No. 1057Problem statementManufacturing and materials

Development of co-electrolyzer : which would synthesize organic chemicals like methanol and inorganic chemicals like ammonia in a single stage.

Develop co-electrolysis toward direct production of chemicals such as methanol and ammonia using renewable electricity. Investigate reactor/cell design, electrolytes and electrodes made from abundant scalable materials, and validate different intended outputs. The title requests a single stage, while the background describes several process steps; this internal ambiguity should remain explicit rather than claiming a resolved single-stage process.