City development project in Umeå, Sweden
Economic and environmental analysis of different heating solutions for a new city district.
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Collaboration between an energy supplier and the local hospital in Karlstad, Sweden
The customers wished to deepen their collaboration by optimising their energy production and use together.
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Cost of heating with different technologies
Dozens of projects aimed to show how the cost of heating for the customer's heating solution compares to alternatives. Example of a web-based application.
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Pricing model for district heating
Several projects aimed at optimising the cost components for heating to give the best competitive edge as well as end-customer satisfaction.
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Collaboration between an energy supplier and the local hospital in Umeå, Sweden
The collaboration identified ten different opportunities to collaborate on production and use of heating and cooling. The aim was to reduce costs and emissions.
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Future heating and cooling needs in Luleå, Sweden
The customer wished to get a data-based foundation on future energy needs to plan for future investments and possible need for transforming the business.
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Interactive building refurbishment plan in Gothenburg, Sweden
An interactive web-based application (PowerBI) that allowed the customer to select different energy refurbishment projects and see their effects. The aim was to be able to plan for future investments in energy projects.
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Development of a machine-learning application for heating load prediction
I developed the application to adapt to increasing need in research- and regular projects to adapt or predict hourly heating data.
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Data cleaning and analysis
I've developed several scripts to clean, transform and analyse metering data. I'm able to handle big-data as well as very messy data.
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