I would like to thank my supervisor Dr. Jonathan Shek for his close supervision, informative discussions, understanding of the problems I faced and advice throughout my PhD research. Also, I would like to thank my second supervisor, Markus Mueller, for the opportunity and the support to study and carry out research at the University of Edinburgh. His guidance and support at the initial, and at the same time difficult, stages of the PhD were crucial for the progress of the research. In addition, I would like to thank Andritz Hydro Hammerfest for the financial support as well as the information, data and advice received regarding my research. My research was also financially supported by the Institute for Energy Systems of the University of Edinburgh. Finally, I would like to thank all my friends and colleagues for the discussions we had, the different perspectives they gave me to approach problems and most importantly by making my everyday life during the last four years enjoyable.