Η παρούσα διπλωματική εργασία πραγματεύεται την θεωρία παιγνίων και το πώς αυτή εφαρμόζεται στην οικονομική επιστήμη. Συγκεκριμένα, στόχος μας είναι να απαντήσουμε στο ερώτημα: «Πως αποφασίζονται οι τελικές στρατηγικές που θα επικρατήσουν σε ένα παίγνιο με την πάροδο του χρόνου;». Η εργασία είναι χωρισμένη σε δύο μέρη. Αρχικά αναφερόμαστε στην κλασσική θεωρία παιγνίων και αναλύουμε τα βασικά της στοιχεία και στη συνέχεια περνάμε στην ανάλυση της εξελικτικής θεωρίας παιγνίων. Στο 1ο μέρος της παρούσας εργασίας, λοιπόν, αναφέρουμε τα όσα είναι σχετικά με την κλασσικά θεωρία παιγνίων. Συγκεκριμένα, στο πρώτο κεφάλαιο γίνεται μία σύντομη ιστορική αναδρομή της θεωρίας αυτής και στο δεύτερο κεφάλαιο την ορίζουμε ως την επίσημη μελέτη που εξετάζει την ορθολογικότητα σε ένα επιχειρηματικό περιβάλλον και παρουσιάζουμε τα βασικά στοιχεία ενός παιγνίου. Αναφέρουμε τα δύο επίπεδα περιγραφής των παιγνίων, δηλαδή τα παίγνια συνεργασίας και μη-συνεργασίας, καθώς και τους δύο τρόπους αναπαράστασής τους που είναι η στρατηγική ή αλλιώς κανονική μορφή (μήτρες) και η εκτεταμένη ή αλλιώς αναλυτική μορφή (δέντρα παιγνίων). Στο τρίτο κεφάλαιο ορίζονται οι κυρίαρχες στρατηγικές και η αντίστοιχη ισορροπία κυρίαρχης στρατηγικής και στο τέταρτο κεφάλαιο ορίζεται η Ισορροπία Nash, η οποία αποτελεί τη στάνταρ έννοια της ισορροπίας στα οικονομικά. Στα δύο αυτά κεφάλαια (3 και 4) υπάρχουν παραδείγματα εφαρμογής που στοχεύουν στην καλύτερη κατανόηση, και αναλύεται και το Δίλημμα του Φυλακισμένου που αποτελεί το πιο κλασσικό παράδειγμα στη θεωρία παιγνίων. Στην περίπτωση, τώρα, όπου δεν υπάρχει Ισορροπία Nash (κάτι το οποίο συμβαίνει σε παίγνια στρατηγικής μορφής) το παίγνιο λύνεται με τη βοήθεια των μικτών στρατηγικών οι οποίες αναλύονται στο πέμπτο κεφάλαιο. Συνεχίζουμε με το έκτο κεφάλαιο, όπου παρουσιάζονται τα εκτεταμένα παίγνια πλήρους πληροφόρησης και αναλύεται η μέθοδος της προς τα πίσω επαγωγής (αναδίπλωση). Στο έβδομο κεφάλαιο παρουσιάζονται τα παίγνια ελλιπούς πληροφόρησης και στο όγδοο κεφάλαιο αναφέρονται τα παίγνια μηδενικού αθροίσματος (π.χ. σκάκι) και το πώς μπορούν να χρησιμοποιηθούν μαζί με τους τυχαιοποιημένους αλγόριθμους για την ανάλυση προβλημάτων στον απευθείας σύνδεσης υπολογισμό. Το 1ο μέρος κλείνει με ένα παράδειγμα εφαρμογής της θεωρίας παιγνίων, τις δημοπρασίες. Τι γίνεται όμως όταν ένα παίγνιο επαναλαμβάνεται και παίζεται περισσότερες από μία φορές; Το ερώτημα αυτό έρχεται να μας το απαντήσει η εξελικτική θεωρία παιγνίων στο 2ο μέρος της παρούσας διπλωματικής εργασίας. Στα δύο πρώτα κεφάλαια, του μέρους αυτού, ορίζονται τα εξελικτικά παίγνια, γίνεται αναφορά για το που μπορούν να βρουν εφαρμογή καθώς και στους λόγους που δεν είναι ακόμη γνωστές οι οικονομικές εφαρμογές τους. Το τρίτο και το πέμπτο κεφάλαιο αποτελούν τα πιο σημαντικά κεφάλαιο του 2ου μέρους. Στο τρίτο κεφάλαιο παρουσιάζεται αναλυτικά το μοντέλο των εξελικτικών παιγνίων και τα στοιχεία που το αποτελούν (αναμενόμενες ανταμοιβές, πληθυσμός, καταστάσεις). Περιγράφεται το στάδιο παιγνίου το οποίο ορίζεται από μία συνάρτηση καταλληλότητας και δίνεται έμφαση στις δύο γραμμικές προδιαγραφές που έχουν οι συναρτήσεις αυτές. Στη συνέχεια, αναλύεται πλήρως το πιο αντιπροσωπευτικό παράδειγμα της εξελικτικής θεωρίας παιγνίων, το παίγνιο Hawk-Dove, που αποτελεί ένα γενικό μοντέλο καταστάσεων με επιθετικές και αμυντικές αγορές. Το παίγνιο αυτό έχει δύο ειδών παίκτες, αυτοί που επιλέγουν να είναι επιθετικοί (Hawk) και αυτοί που επιλέγουν να είναι αμυντικοί (Dove), και ερευνάται το ποιο είδος παικτών θα επικρατήσει τελικά. Μέσα από την διαφορική εξίσωση που αναλύεται στο πέμπτο κεφάλαιο, στις δυναμικές, φαίνεται πως το αποτέλεσμα εξαρτάται από τρεις παραμέτρους: από τον αρχικό πληθυσμό, από την πιθανότητα να παιχτεί η καθεμία στρατηγική και από τον πίνακα με τις ανταμοιβές των παικτών. Έτσι απαντάται το αρχικό μας ερώτημα και προκύπτει η στρατηγική που τελικά θα επικρατήσει, που ονομάζεται εξελικτική στρατηγική (evolutionary stable strategy-ESS). Στο τέταρτο κεφάλαιο ορίζεται η Ισορροπία Nash (I.N.), η Εξελικτική Σταθερή Στρατηγική (ESS) και η Εξελικτική Ισορροπία (E.E.) και στο έκτο κεφάλαιο αναφέρουμε την τοπική κατάταξη συστημάτων με χαμηλές διαστάσεις και συγκεκριμένα τα γραμμικά παίγνια μίας-διάστασης, τα συστήματα δύο μεταβλητών και άλλα συστήματα δύο-διαστάσεων και μη-γραμμικά. Κλείνοντας το 2ο μέρος και γενικά την παρούσα εργασία, παρουσιάζουμε τρία παραδείγματα στα οποία φαίνεται η εφαρμοσιμότητα των όσων αναφέραμε. Συγκεκριμένα αναλύονται τρία γνωστά παίγνια τα οποία χρησιμοποιήθηκαν από την πολιτική και παραλληλίστηκαν με καταστάσεις που είχαν να αντιμετωπίσουν εκείνη τη στιγμή. / This thesis deals with the evolutionary game theory and how it applies to economics. First of all, it is necessary to refer the original game theory and to analyze the key elements and then move to the analysis of evolutionary game theory. In the first part of this study, therefore, we indicate what is on game theory. Specifically, in the first chapter is a brief history of game theory and the second chapter defined game theory as a formal study examining the rationality in a business environment and presents the basics elements of a game. Also, at this chapter i reffer to the description of games, namely, games of cooperation and non-cooperation, and the two ways of representing their strategy, the normal form (matrix) and the extensive form (game tree). The third chapter sets out the dominant strategy and the corresponding dominant strategy equilibrium and in the fourth chapter we define the Nash Equilimbrium, which is the standard notion of equilibrium in economics. In these two chapters (third and fourth) there are examples of the application for better understanding, and we analyze the prisoner's dilemma, which is the most classic example of game theory. If there is no Nash Equilimbrium (this could happen at narmal strategy games) the game is solved by mixed strategies, which are analyzed in the fifth chapter. Continuing, at the sixth chapter we can see the extensive games with perfect information and we analyze the method of backward induction. In the seventh chapter, we can see the extensive games with imperfect information and the eighth chapter refers to the zero-sum games and how they can be used together with randomized algorithms for the analysis of problems on-line calculation. Finally, the first part closes with an example application of game theory, the auctions. The question is “What happens when a game is played more than once?” The answer comes from the second part of this thesis in which we analyse the evolutionary game theory. In the first two chapters of this part we define evolutionary games, we refere where evolutionary games might be applicable and why economic application aren’t common already. The third and fourth chapter are the most important chapters of the second part. At the third chapter we present the model of the evolutionary game and its elements (expected payoffs, population, states). We describe the stage game which is defined by a fitness function and we emphasize at its two linear specifications. Then we make a full analysis one of the most representative example of evolutionary game theory, the Hawk-Dove game. This game has two types of players, aggressive (Hawk) and defensive (Dove), which reflects the situation where there is a competitive and an uncompetitive business, and the point is to find which of the two types will eventually prevail. Based on a differential equation, we conclude that the result depends on three parameters: the initial population, the probability with which each strategy is played and the payoff matrix. All this leads in a strategy which is known as evolutionary stable (ESS). In chapter five, we define the Nash Equilibrium, the Evolutionary Stable Strategy (ESS) and Evolutionary Equilibrium (EE) and in chapter six we analyze the local classification of low dimensions systems. To make clear the applicability of all those we mention at this thesis, we are closing with three examples. More specific we analyze three well-known games which were used by the political and paralleled with situations they had to face with.

L’Splicing de les molècules d’ARN és el procés pel qual les seqüències interposades (“introns”) s’eliminen, i les seqüències restants es concatenen per a formar l’ARN madur. La investigació recent mostra que gairebé tots els gens amb splicing es veuen afectats per splicing alternatiu. Aquí, en primer lloc definim la longitud mínima d’un oligomer d’ARN per a funcionar com a lloc d’unió d’un factor d’splicing. A continuació, explorem la capacitat d’aquests oligomers per a predir estructures completes exó-intró. Destaquem els oligomers que són més informatius per a això, i demostrem que la mateixa precisió com en enfocaments anteriors es pot aconseguir amb menys oligomers. L’observació de que aquest enfocament és lluny de predir amb exactitud tota l’estructura exó-intró ens va portar a investigar els factors que juguen un paper en l’splicing co-transcripcional. Demostrem que els nucleosomes es col.loquen preferentment en els exons i plantegem la hipòtesi que juguen un paper en les decisions de l’splicing. A continuació, introduïm el “completed splicing index” i concluem que l’splicing co-transcripcional és molt generalitzat. A més, l’splicing co-transcripcional mostra vincles amb l’organització de la cromatina. A la llum d’aquests resultats, es van supervisar els canvis de la cromatina en exons diferencialment inclosos en dos teixits. Hem descobert una varietat de marques de les histones, però no totes, mostrant un comportament significativament diferent en els exons més inclosos i més exclosos. Las marques més destacades que apareixen són H3K9ac i dos estats de metilació de lisina 4. / Splicing of RNA molecules is the process, by which intervening sequences (“introns”) in the primary transcript are excised, and the remaining sequences (“exons”) are concatenated to form the mature RNA. Recent evidence shows that almost all spliced genes are affected by alternative splicing. Here, we define the minimal length of RNA oligomers that can sensibly be called splicing factor binding sites. Then, we explore the capacity of these oligomers to predict complete exon-intron structures. We highlight those oligomers that are most informative for this and show, that equal accuracy as in previous approaches can be achieved with less RNA oligomers. The observation, that this approach falls short of accurately predicting the entire exon-intron structure, led us to investigate determinants linked to co-transcriptional splicing. We show that nucleosomes are preferentially positioned on exons and hypothesize that they play a role in splicing decisions. We then introduce the “completed splicing index” and conclude that co-transcriptional splicing is very wide-spread in humans. Furthermore co-transcriptional splicing exhibits links to chromatin organization. In the light of these results, we go on to monitor chromatin changes on differentially included exons in pair-wise tissue comparisons. We find a variety of histone marks, but not all, showing significantly different behavior on up- and downregulated exons. The most prominently appearing marks are H3K9ac and two lysine 4 methylation states.

In connection to the increasing awareness of vehicles and its impact on the environment, the interest in the electric vehicle market has shown a significant growth in the recent years. According to forecasts, it is also projected to increase further in the future. These electric vehicles are driven by lithium-ion batteries with an expected service life of 5-15 years depending on different technology generations and design concepts. After the given service life, the battery has lost approximately 20 percent of its capacity and is no longer permitted to be used in its original application area again, out of safety reasons. Although the retired battery pack is not suitable for vehicles, its remaining capacity can still be utilized in other applications. Hence, the term second life has become a common subject in the automotive industry, where companies are trying to find new application areas for the retired electric vehicle battery packs. Common methods regarding second life of electric vehicle batteries are processes such as remanufacturing, repurposing and re-use. These presented second life methods are from a reverse logistics perspective. Second life alternatives enable a better sustainability and reduces the environmental impact by re-using and recycling existing materials.   In this thesis, the authors examined different second life concepts with the same prerequisite, an electric vehicle lithium-ion battery pack with an energy capacity of 20 kWh. The project has been conducted in a company that is one of the leading manufacturers in the heavy-duty industrial vehicle industry, which currently is developing their electric vehicle machines. Several different concepts have been generated and analysed to find the most applicable business model concepts from a second life perspective. The purpose has been to investigate and calculate which of these business model concepts are most feasible from an economic and a reverse logistics perspective. In order to fulfil the purpose, the following research questions have been formulated:   RQ1: Which secondary use business model concepts are feasible for battery packs of electrified machines? RQ2: Out of the above identified concepts, which business model concept is economically feasible and how can its reverse logistic be composed?   In order to answer the research questions, the authors have analysed different cost aspects and forecasts based on existing research and case company data. This is performed to develop the most profitable concepts based on the collected data, where the generated ideas concluded in three final concepts. For these concepts, individual business model canvases were created to illustrate all important parts of the concepts. The thesis resulted in an economic analysis of the three concepts, visualizing function diagrams and comparing them to each other, to identify the most applicable concept for the case company. The remanufacturing concept proved to be the most applicable one, where its associated reverse logistics and recycling process were investigated and determined. In conclusion the thesis can firstly contribute to future research by the created process map that companies can use and apply in their second life process, correlated to the managerial implications. Secondly, the remanufacturing concept can be a potential future investment for the case company, considering all valuable factors that have been analysed throughout the thesis.     Keywords: Battery pack, Battery secondary use, Business model, Reverse logistic, ESS, Remanufacturing, Battery repurposing, re-use, Battery second life economic analysis.

[pt] O objetivo desta dissertação é demonstrar que mesmo em ambientes em que a decisão do individuo não segue a racionalidade, podemos obter uma estratégia ótima. Com o auxilio do equilíbrio evolucionariamente estável (ESS), conseguimos analisar casos diferentes da literatura usual de teoria dos jogos em que mesmo com escolhas sem racionalidade, encontramos a melhor estratégia, para tal usaremos a metodologia do jogo de opções, união entre a teoria dos jogos e a metodologia de opções reais, juntamente com o conceito de equilíbrio evolucionariamente estável (ESS). Isso é demonstrado através da modelagem de um mercado duopolista assimétrico, sujeito a incertezas. Neste trabalho as firmas são diferentes, existe um duopólio assimétrico. Aqui as empresas são não homogêneas porque uma empresa tem custo operacional mais baixo do que a outra para o mesmo investimento. Isto significa que uma empresa tem vantagem competitiva sobre a rival. Os resultados do modelo mostram que, dependendo do tipo de estratégia assumida pela empresa, é possível que a empresa de baixo custo se torne líder como na literatura usual e em alguns casos encontramos que diferente da expectativa usual é possível que a empresa de alto custo venha a se tornar líder e demonstra que a premissa de racionalidade não é necessária para a escolha inicial da empresa utilizando o conceito de ESS para definir o equilíbrio assim como foi feito no trabalho de Xiao e Yu (2006). / [en] The objective of this dissertation is show that even in environments where the decision of the individual not follow rationality, we can get a optimal strategy. with the help of evolutionarily stable strategy, we analyze different cases of the usual literature on game theory that even with choices without rationality, we find the best strategy, for that we will use the option game methodology, which is the union between gaming theory methodology and option game methodology, with the concept of evolutionarily stable strategy (ESS). This is demonstrated through modeling of a duopolistic market, with uncertainties, in this dissertation firms are different. Here companies has no-Homogeneous cost because a company has lower operating costs than the other for the same investment. This means that a company has competitive advantage over rival. The model results show that, depending on the strategy assumed by the company it is possible that the low-cost company to become leader as usual in the literature and in some cases also shows that is possible to the high cost company to become leader and demonstrates that the premise of rationality are not necessary for choosing initial strategy, the company can find equilibrium using the concept of ESS to set the balance as was done in the paper of Xiao and YU (2006).

The aim of this study is to examine the extent to which the end of the Cold War led to Europeanisation in European Security and Defence Policy (CSDP). The analysis takes into consideration previous studies on Europeanisation and its impact on the transformation of national security and defence, and attempts to account for the development of Europeanisation and related mechanisms. These mechanisms, which were described by Radaelli as framing mechanisms and negative integration, incorporate all major relevant factors identified in the thesis (i.e., a common strategic culture, new security identity, domestic political decision-making, industrial base and defence spending decline) which contribute to the realisation of the CSDP. The relevance of these factors for CSDP Europeanisation is examined through historical and empirical analysis. Furthermore, the relationship between CSDP and NATO is also explored. This approach facilitates the analysis of the debate concerning the emergence of CSDP and throws light on the political shift that led EU leaders to support CSDP. Another aspect of this study is the empirical analysis of the dynamics and limitations of the European defence sector. The changes which took place in the European defence sector facilitated the emergence of CSDP. Hence, these changes are analysed in view of globalisation issues, economies of scale, economic crises, military autonomy, new security strategy and R&D impact.

Die vorliegende Arbeit entwickelt einen Vorschlag für einen neuen, kompakteren Fragebogen mit dem Akronym „BaFEK-45“ zur Diagnostik von Essstörungen, der auf einer statistischen Analyse von Daten aus fünf bereits etablierten Fragebogen (ANIS, EAT – 26, FBeK, EDI – 2, EDES) mit einer Gesamtzahl von 231 Items basiert. Dabei wurden die Antworten von Patientinnen aus den 1990er- und 2000er-Jahren der Klinik und Poliklinik für Psychiatrie, Psychotherapie und Psychosomatik des Kindes- und Jugendalters der Universität Leipzig ausgewertet. Auf Grundlage zweier „Signalfragen“ zu Ess-Anfällen wurden die Fragebogen-Serien in drei Gruppen (anorektisch, bulimisch und grenzwertig) eingeteilt, daraufhin konnte eine Analyse zu den Unterschieden im Antwortverhalten zwischen eben diesen Gruppe vorgenommen werden. Nach einem auf dieser Analyse basierenden Auswahlverfahren wurden die verbliebenen Items einer mehrstufigen Faktorenanalyse und kritischen inhaltlichen Differenzierung unterzogen. An deren Ende steht der o.g. Vorschlag eines neuen Diagnostikinstruments, das sich aus 45 Fragen in fünf Skalen zusammensetzt.

Container traffic in seaports around the world in constantly increasing, with energy costs being a significant part of the total costs. The container terminal (CT) of the Port of Gävle, the largest in the east coast of Sweden, is not an exception to this. With traffic growing annually, a new terminal will be opened in the following years, adding three more ship-to-shore (STS) cranes to the two existing ones, and six electric rubber tyred gantry (eRTG) cranes. Therefore, it is highly important to strengthen energy efficiency measures, reducing the energy consumption and the costs associated with it. This is why the aim of this report is to analyse whether implementing energy storage systems in the cranes of the container terminal Port of Gävle can contribute to reduce electricity costs by recovering energy when braking lowering containers, and by shaving power peaks. After a literature review of current energy recovery and storage options, this work presents three solutions: two alternatives for the current situation with two ship-to-shore (STS) cranes, and a third solution to be implemented in the three future STS cranes to be installed, which can also be beneficial for any other crane in the terminal. According to the made calculations, the three alternatives can reduce considerable energy consumption, and they are highly profitable. However, those solutions are a preliminary study and more work needs to be done to determine the exact profitability and technical system details. This work has been done in collaboration with the Port of Gävle and Yilport, the company operating the container terminal.

Because winter maintenance is so costly, Utah Department of Transportation (UDOT) personnel asked researchers at Brigham Young University to determine whether asphalt or concrete pavements require more winter maintenance. Differing thermal properties suggest that, for the same environmental conditions, asphalt and concrete pavements will have different temperature profiles. Climatological data from 22 environmental sensor stations (ESSs) near asphalt roads and nine ESSs near concrete roads were used to 1) determine which pavement type has higher surface temperatures in winter and 2) compare the subsurface temperatures under asphalt and concrete pavements to determine the pavement type below which more freeze-thaw cycles of the underlying soil occur. Twelve continuous months of climatological data, primarily from the 2009 calendar year, were acquired from the road weather information system operated by UDOT, and erroneous data were removed from the data set. To predict pavement surface temperature, a multiple linear regression was performed with input parameters of pavement type, time period, and air temperature. Similarly, a multiple linear regression was performed to predict the number of subsurface freeze-thaw cycles, based on month, latitude, elevation, and pavement type. A finite-difference model was created to model surface temperatures of asphalt and concrete pavements based on air temperature and incoming radiation. The statistical analysis predicting pavement surface temperatures showed that, for near-freezing conditions, asphalt is better in the afternoon, and concrete is better for other times of the day, but that neither pavement type is better, on average. Asphalt and concrete are equally likely to collect snow or ice on their surfaces, and both pavements are expected to require equal amounts of winter maintenance, on average. Finite-difference analysis results confirmed that, for times of low incident radiation (night), concrete reaches higher temperatures than asphalt, and for times of high incident radiation (day), asphalt reaches higher temperatures than concrete. The regression equation predicting the number of subsurface freeze-thaw cycles provided estimates that did not correlate well with measured values. Consequently, an entirely different analysis must be conducted with different input variables. Data that were not available for this research but are likely necessary in estimating the number of freeze-thaw cycles under the pavement include pavement layer thicknesses, layer types, and layer moisture contents.

In the search for environmentally friendly methods to implement renewable energy in the power system residential microgrids have been proposed and proven. The direct current (DC) microgrid topology is a promising implementation of a microgrid system due to the increasing amount of DC-operated loads and production units expected in the near future. In this project, the proposed DC microgrid consists of a solar photovoltaic (PV) power source, a battery, a DC load, and an interlinking bidirectional converter to connect the microgrid to the external three-phase power grid. The PV system is controlled with a Maximum Power Point Tracking (MPPT) algorithm to maximise the power production in all weathers. The DC bus voltage is stabilised by the battery controller and a coordinated control scheme considering the electricity price and battery State of Charge (SOC) is implemented to govern the power exchange with the utility grid. Simulations of the system are shown to validate the functionality of the microgrid and the performance of the controllers in multiple scenarios. The proposed DC microgrid is proven to function in both utility grid-connected mode and in isolation from the utility grid. / I sökandet efter miljövänliga metoder att implementera förnybar energi i kraftsystemet har lokalt självförsörjande elsystem för bostäder föreslagits och visats fungera. Den likströmsbaserade topologin är en lovande implementering av ett sådant lokalt elsystem till följd av den ökande mängden likströmsdrivna laster och produktionsenheter som förväntas komma inom en snar framtid. I detta projekt består det föreslagna likströmsbaserade elsystemet av en solenergikälla, ett batteri, en likströmslast och en sammanlänkande dubbelriktad omvandlare för att ansluta det lokala elsystemet till det externa trefasiga elnätet. Solenergisystemet styrs med en maximal kraftpunktföljande algoritm för att maximera kraftproduktionen i alla väder. Likströmsbussens spänning stabiliseras av batteristyrenheten och ett samordnat styrschema som tar hänsyn till elpriset och batteriets laddningstillstånd implementeras för att styra energiutbytet med elnätet. Simuleringar av systemet presenteras för att validera mikronätets funktionalitet och styrteknikens prestanda i flera olika scenarier. Det föreslagna likströmsbaserade elsystemet visas fungera i både nätanslutet läge och isolerat från elnätet. / Kandidatexjobb i elektroteknik 2022, KTH, Stockholm

Vanadium Redox Flow Batteries VRFBs are promising energy storage systems with highly recyclable electrolytes. The recycling of these systems usually involves ammonium-based salt precipitation steps, which produce toxicgases and contaminated water as waste. In this study, a novel method has been developed to recycle vanadiumdirectly from VRFB electrolyte solutions. The purity and characteristics of the final product have been analyzedusing X-ray Diffraction and Cyclic Voltammetry analysis. The method developed in this study has a precipitationrecovery of 98%. However, further investigation is needed to improve product purity and method optimization. / Sammanfattning på svenska: Vanadium Redox Flödes Batterier VRFB är lovande energilagringssystem medmycket återvinningsbara elektrolyter. Återvinningen av dessa system innefattar vanligtvis ammoniumbaseradesaltutfällningssteg som producerar giftiga gaser och förorenat vatten som avfall. I denna studie har en ny metodutvecklats för återvinning av vanadium direkt från VRFB elektrolytlösningar. Renheten och egenskaperna hosslutprodukten har analyserats med X-ray diffraktion och cyclic voltammetry analys. Metoden som utvecklats idenna studie har återvinnings kapacitet på 98 %. Ytterligare utredning behövs inom förbättring av produktensrenhet samt metods optimering.