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Ref nr: 215112
Organisation: Siemens Industrial Turbomachinery
Siemens Industrial Turbomachinery, in Finspång, is now seeking for a:
M.Sc. student to complete a Master thesis project in development of advanced visualization tools to explore complicated operation and maintenance history
Siemens Industrial Turbomachinery AB (SIT AB) in Sweden is part of the Siemens Energy Sector. The Energy Sector is the world?s leading supplier of products, services and solutions for the generation, transmission and distribution of power and for the extraction, conversion and transport of oil and gas. SIT AB delivers gas turbines, steam turbines, turn-key power plants, service and components for heat and power production. All under one roof ? from research and development, manufacturing, marketing, sales and installation of turbines and complete power plants to service and refurbishing. There are today about 2 700 employees in Finspång.
What does the Master thesis project entail?
The objective of this project is to develop a tool to provide an easy-to-use interface to generate the relevant and meaningful sequences of data regarding the operation and maintenance history of each engine, a group of engines or components. In addition, the tool will have the capability to be used for pattern mining, searching for the engines/components experienced the similar events or deviate from a defined lifetime story. Challenges to be addressed by the project are:
The design and implementation of appropriate representations to use
The design and implementation of appropriate sequence/patter mining algorithms
The selection and implementation of appropriate ontologies to be used for data transformation, mining and visualization processes.
The project involves:
Identifying questions and hypothesis relevant to the task at hand
Research of existing visualization methods available for addressing this type of task
Experimentation and development of visualization approaches and sequence mining algorithms.
What do I need to qualify for this job?
You are a M.Sc. student in Media technique or computer science or equal.
You have good programming skills and an interest in information visualization.
You are driven, ambitious and prepared to work hard.
You have good skills in English language, both in speech and writing.
Good knowledge in R programming for sequence/pattern mining and knowledge of SQL querying language is preferable.
Familiarity with Tableau is a plus
What else do I need to know?
The project is suitable for 1-2 students and covers 30 hp. The students will work closely with domain experts in Finspång during January-July 2016.
How do I apply?
You are welcome to submit your application as soon as possible, but no later than December 6, 2015, through http://www.siemens.se/ledigajobb, ref.: 215112. Attach your resume and cover letter with your application describing your interest in our business and why you are suitable for this master thesis project. The recruitment process is ongoing so we are looking forward to your application.
For questions or more information please feel free to contact the supervisors of the the thesis Daniel Dagnelund, Ph.D. [email protected], 073-93 96 676 or Davood Naderi, Ph.D. [email protected] or 072-57 22 507.