Industrial Projects
Compact
Predictive Maintenance
Computer Vision
Financial Lease
Details
Predictive Maintenance
Fault Detection and Prediction from Telemetric data
Innovative fault prediction can play a crucial role in ensuring smooth and cost effective process management. In this project, we designed a solution for predicting failure events by leveraging modern…
Fault Diagnosis in Rotating Machinery
Almost all kind of engineering industrial process and production is performed by rotating machinery like motors, pumps, gearbox, fans, and assembly lines, etc. The condition-based monitoring of these types of…
Root Cause Analysis for Yield Loss in Wafer Fabrication
Semiconductor manufacturing is a complex process with hundred of subprocesses. Different sensors record diverse information including the profiles of tools used in each fabrication subprocess, temperatures, pressures, etc. The output…
Remaining Useful Life Estimation of Ball Bearings
Why Predictive Maintenance is needed? Maintenance and reliability professionals in the manufacturing industry face a number of challenges, but the goal of any maintenance organization is always the same i.e.…
Root Cause Analysis for Industrial Plant Faults
Root cause analysis (RCA) is a method of problem solving used for identifying the root causes of faults or problems. RCA is widely used in industrial process control, IT operations,…
Computer Vision
3D Scene Reconstruction from 2D Images
This project seeks to automate tasks that the human visual system can do such as acquiring, processing, analysing and understanding digital images. Given one or typically more images of a…
Financial Lease
Payment Behaviour Forecasting
During the length of a financial contract such as a loan or a lease, a customer is expected to make per-decided frequent payments to the finance company. Late payments or…
Reselling
Reselling focuses on identifying customers from the current pool of customers who may return again. For example, in car leasing customers often return for a new lease once and when…
Up-selling/Product Recommendation
At the time of purchase of a financial product, there are often a large number of financial products to choose from with subtle differences. Customers often have insufficient knowledge and…
Loan Risk Prediction/Credit Worthiness
Financial institutions provide services such as loans and lease. If a consumer defaults on a loan and fails to pay back the loan amount, financial institution suffers a loss. Hence,…
