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Fysikalisk modellering av klimat i entreprenadmaskin
Linköping University, Department of Electrical Engineering.
2005 (Swedish)Independent thesis Basic level (professional degree)Student thesisAlternative title
Physical Modeling of Climate in Construction Vehicles (English)
Abstract [en]

This masters thesis concerns a modeling project performed at Volvo Technology in Gothenburg, Sweden. The main purpose of the project has been to develop a physical model of the climate in construction vehicles that later on can be used in the development of an electronic climate controller. The focus of the work has been on one type of wheel loader and one type of excavator. The temperature inside the compartment has been set equal to the notion climate.

With physical theories about air flow and heat transfer in respect, relations between the components in the climate unit and the compartment has been calculated. Parameters that has had unknown values has been estimated. The relations have then been implemented in the modeling tool Simulink.

The validation of the model has been carried out by comparison between measured data and modeled values by calculation of Root Mean Square and correlation. Varying the estimated parameters and identifying the change in the output signal, i.e the temperature of the compartment, have performed a sensitivity analysis.

The result of the validation has shown that the factor with the greatest influence on the temperature in the vehicle is the airflow through the climate unit and the outlets. Minor changes of airflow have resulted in major changes in temperature. The validation principally shows that the model gives a good estimation of the temperature in the compartment. The static values of the model differs from the values of the measured data but is regarded being as within an acceptable margin of error. The weakness of the model is mainly its predictions of the dynamics, which does not correlate satisfyingly with the data.

Place, publisher, year, edition, pages
Institutionen för systemteknik , 2005.
Keyword [en]
Technology, Physical modeling, wheel loader, excavator, parameter estimation, sensitivity analysis, Volvo
Keyword [sv]
National Category
Engineering and Technology
URN: urn:nbn:se:liu:diva-2754ISRN: LITH-ISY-EX--05/3631--SEOAI: diva2:20095
Available from: 2005-02-21 Created: 2005-02-21

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