Green Energy and Intelligent Transportation · 2024 · 24 citations · 18 references
EngineeringElectrical EngineeringInformation TechnologyData ManagementElectric Vehicle TechnologyEnergy SystemsCharging InfrastructureCharging SystemsElectricity MarketsEnergy StorageEnergy Storage IntegrationPower SystemsBidirectional ChargingEnergy Storage PricingEnergy Storage TechnologiesVehicle-to-grid ChargingVehicle-to-grid Energy ManagementVehicle-to-grid Power ConversionVehicle-to-grid Systems
The increasing energy demand caused by digitalization, the integration of renewable energy sources, and the growing adoption of electric vehicles (EVs) pose significant challenges to power grids. The Vehicle-to-Grid (V2G) technology emerges as a solution that provides cost-effective energy storage capacities to address these challenges. This paper explores the roles, potentials, and challenges for the stakeholders involved in a V2G architecture. These include Consumers, V2G Systems, Power Markets, and V2G Communication operators. A major emphasis is on the importance of data in a bidirectional charging environment. Through a comprehensive literature research and in-depth interviews with 16 V2G experts, we identify the current state, research gaps, and insights related to V2G. In particular, we focus on addressing the challenges in a V2G architecture. Our analysis reveals evolving stakeholder roles, the potential for cost benefits and new revenue streams, and challenges related to costs, functionality, legal aspects, and market collaboration. Additionally, we highlight behavioral shifts among consumers and the crucial role of data collection, utilization, and sharing. This study contributes to V2G research by offering insights into customer adoption challenges, the extension of charging infrastructure, the importance of software and machine learning tools, and the need for grid player collaboration. • Potential of creating new value via collaboration and optimizing energy flows. • Main challenges: transformation to prosumer and infrastructure investments. • Data is key enabler of V2G, especially using AI/ML, but data security is an issue. • V2G relevant for business models in 2 years but market penetration up to 10 years.
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What is Qualitative in Qualitative Research
Patrik Aspers, Ugo Corte · Qualitative Sociology · 2019 · 1.2K citations · Full text
Discovering the future of the case study method in evaluation research
Robert K. Yin · Evaluation Practice · 1994 · 733 citations
Agriculture, Food Science, Nutrition +17