Job title:
Internship Parallel Time-Series Anomaly Detection in Production Lines for Philips Personal Health Products
Your role:
Problem description:
Traditional methods of assembling complex products face many challenges because they depend on fixed operations and the expertise of technical staff. Due to the complexity of the assembly process, anomalies can often occur. These anomalies can be classified into three types: point anomaly (a single data point that deviates from normal behavior), contextual anomaly (data that is unusual only within a specific context), and collective anomaly (an unusual pattern formed by a group of otherwise normal data points).
Relevance:
In a parallel system that performs the same type of measurement, anomalies can occur in a different way than in a stand-alone measurement system. In a stand-alone system, a point-anomaly can indicate an issue with the measured product. In a linked system, however, if a point anomaly occurs in multiple linked measurement systems, it can be an indication of an issue with the measurement devices, or even an external issue. This linked approach can ensure better control and understanding of the system behavior, and overall improved efficiency in the assembly process.
Perform periodicity and trend analysis in time series production data;
Synchronize parallel time series measurements done in production lines;
Detect anomalies for linked production system;
Identify important elements that cause anomalies and influence performance;
Create and test ML algorithms for predicting future measurements.
You're the right fit if:
You are studying towards your bachelor or master in Industrial Engineering, Data Science, Mechanical Engineering or related study;
You have strong analytical and problem solving skills;
You are able to work within a scope and a given timeframe;
You are a team player, contributing to effective team work and offering a point of view.
How we work together
We believe that we are better together than apart. For our office-based teams, this means working in-person at least 3 days per week.
Monthly full-time allowance between €500 - €700 gross, depending on educational level and if you would need to relocate to The Netherlands. If you will perform a part-time internship you will receive the allowance pro-rata.
Housing compensation, in case of relocating to the vicinity of the office, €300,- net if location is in the vicinity of Amsterdam, €255,- net for all other Philips locations. You need to provide a rental contract of the land lord, and your normal home-work travel distance need to be more than 50 km or travel time (one way trip) need to be more than 1.5 hours.
Travel compensation, if you are not eligible for a free public transport card; you will receive max. €192,- net.
Paid holidays per internship term.
The opportunity to buy Philips equipment at our Philips shop
About Philips
We are a health technology company. We built our entire company around the belief that every human matters, and we won't stop until everybody everywhere has access to the quality healthcare that we all deserve. Do the work of your life to help the lives of others.
• Learn more about our business.
• Discover our rich and exciting history.
• Learn more about our purpose.
If you’re interested in this role and have many, but not all, of the experiences needed, we encourage you to apply. You may still be the right candidate for this or other opportunities at Philips. Learn more about our commitment to diversity and inclusion here.
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