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Techno-economic study of second-life EV batteries as alternative energy storage and comparison with lead-acid and new Li-ion batteries in off-grid PV systemsArumugam, Vijay January 2022 (has links)
The global EV stock is expected to increase from 7.2 million in 2019 to nearly 140 million vehicles by 2030. So, the demand for the battery also increases due to the increase in the number of EVs. In any EV, battery degradation is an unavoidable phenomenon and EV batteries are assumed to arrive at their end-of-life in EV application when the state of health reaches 80 %, repurposing the eligible EV batteries after end of first life is expected to extend their lifetime by another 5-15 years in the second life applications. This thesis aims to conduct a techno-economic study on the usage of second life EV batteries as an alternative storage option in off-grid PV systems compared to lead-acid batteries and new Li-ion batteries. A single-family house with an annual demand of 2245 kWh/year located in Athens was chosen as the primary location, the off-grid PV system is pre-sized for Athens and based on the pre-sizing results and what is state of art in the market. The system components were chosen for system design (4 kW bi-directional inverter, 2.9 kW PV array, 7.2 kW genset and three battery bank options i.e., 16.5 kWh of lead-acid, 8 kWh new Li-ion and 12.6 kWh of second life EV battery). PV off-grid system with different storage options is simulated using HOMER for both locations and the results are compared. The simulation results show that the designed off-grid PV system can reach a solar fraction of 90 % in Athens and 73 % in Gotland when 16.5 kWh of lead-acid batteries are used with an allowed depth of discharge of 50 %. When a new Li-ion battery of 8 kWh with an allowed depth of discharge of 80 % is used then the achievable solar fraction is 84 % in Athens and 71 % in Gotland, When the second life EV battery of 12.6 kWh with an allowed depth of discharge of 60 % is used then the achievable solar fraction is 90 % in Athens and 74 % in Gotland. Sensitivity analysis is performed on the depth of discharge and results showed that the solar fraction can be increased by allowing the battery to discharge more, but it also decreases the battery lifetime. The simulation results also show that the net present cost was lower in Athens for all the reference cases compared to Gotland. Net present cost and levelized cost of electricity for the off-grid system are 25.3 k€, 0.9 €/kWh in Athens and 29.2 k€, 1.0 €/kWh in Gotland when a lead-acid battery is used. When a new Li-ion battery is used then 26.2 k€, 0.9 €/kWh in Athens and 29.3 k€, 1.0 €/kWh in Gotland, when the second life EV battery is used then 26.7 k€, 0.9 €/kWh in Athens and 30.7 k€, 1.1 €/kWh in Gotland. Overall, the net present cost and levelized cost of electricity are lower in Athens in all cases compared to Gotland. For the reference house in Athens, lead acid battery system has shown slightly lower net present cost than new Li-ion battery and second life EV battery. For the reference house in Gotland, both lead acid battery and new Li-ion battery system have shown similar net present cost and they are slightly lower than second life EV battery. Also, the second life EV battery levelized cost of electricity is fairly comparable to the new Li-ion and lead acid battery system. In future, the massive inflow of used batteries from EV are expected to be available on the market for the second life application at a lower price than today. Thus, in future, second life EV batteries can become economically viable.
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Role of digitalization and digital capabilities to implement second-life business models for electric vehicle batteriesHasan, Farin, Karim, Soumik January 2024 (has links)
Date: 2nd June 2024 Level: Master Thesis in Product- and Process Development, Advanced level, 30 credits Institution: School of Innovation, Design and Engineering, Mälardalens University Authors: Farin Hasan & Soumik Karim Title: Role of digitalization and digital capabilities to implement second-life business models for electric vehicle batteries Keywords: Second-life EV batteries, Digitalization in circular economy, Industry 4.0 technologies, EV battery life cycle, Circular economy models, Battery recycling/repurposing Purpose: The aim of this thesis study is to develop and evaluate a digitalization framework with the goal of improving the second life management of EV batteries. Research questions: “What type of Industry 4.0 technologies and digital capabilities are key for the implementation of second-life business models for EV batteries and how do they support ecosystem actors?” , “How should ecosystem actors prepare and integrate these technologies and capabilities to implement second-life business models for EV batteries? Methodology: The study was conducted using an abductive research approach, employing qualitative methods. The theoretical framework was developed through a systematic literature review of existing literature within the research scope. Data collection involved an extensive literature review and archival study. Thematic analysis was applied to the data to identify patterns and themes, which were further analyzed to construct a framework. Conclusion: The study concludes that integrating industry 4.0 technologies enhances the management and repurposing of EV batteries for second-life applications. These technologies enable effective monitoring, predictive maintenance, and secure data management, which supports ecosystem actors in developing sustainable and economically viable second-life business models.
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