Posted:
12/9/2025, 4:00:00 PM
Location(s):
Västerås, Västmanland County, Sweden ⋅ Västmanland County, Sweden
Experience Level(s):
Mid Level ⋅ Senior
Field(s):
AI & Machine Learning ⋅ Software Engineering
Workplace Type:
Remote
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This Position reports to:
R&D Team LeadThis thesis aims to develop remote/safe learning-based control framework for the application of underground mining operations.
Traditional control strategies face significant challenges due to uncertain dynamics, high safety risks, remote operations and the need for autonomous operations in constrained and hazardous conditions. We aim to design and validate a learning-based controller that not only learns optimal strategies but also integrates safety constraints and uncertainties to prevent unsafe actions.
By incorporating risk-sensitive policies, and safe exploration techniques, reliability and operational safety will be guaranteed.
Details
Your role and responsibilities
Develop remote & risk-aware control algorithms considering safety constraints to ensure reliable and secure operations in uncertain and hazardous mining conditions and consider delays between controller and plant which deteriorates the control efficiency.
In this regard, the state of the art for remote control solutions with learning uncertainties and safety guarantees will be reviewed, the appropriate safety guaranteed control algorithm are designed and the performance of the solution will be evaluated via numerical simulations.
Approach
The work will address the following points:
More about us
Supervisor Maryam Sharifi, [email protected], and Alf Isaksson, [email protected], will answer all your questions about the thesis topic and expectations. Recruiting Manager Linus Thrybom, +46 730 80 99 06, will answer your questions regarding hiring.
Positions are filled continuously. Please apply with your CV, academic transcripts, and a cover letter in English. We look forward to receiving your application!
A Future Opportunity
Please note that this position is part of our talent pipeline and not an active job opening at this time. By applying, you express your interest in future career opportunities with ABB.
We value people from different backgrounds. Could this be your story? Apply today or visit www.abb.com to learn more about us and see the impact of our work across the globe.
Website: https://www.abb.com/
Headquarter Location: Zürich, Zurich, Switzerland
Employee Count: 10001+
Year Founded: 1988
IPO Status: Public
Last Funding Type: Post-IPO Debt
Industries: Automotive ⋅ Energy ⋅ Energy Management ⋅ Industrial Automation ⋅ Robotics