Electronics · 2019 · 33 citations · 21 references
EngineeringMicrogrid Business ModelsVirtual Power PlantDistributed Energy GenerationBusiness Models5G SystemIntelligent Energy SystemSystems EngineeringSmart EnergyInternet Of ThingsSmart InfrastructureComputer EngineeringBusiness CasesComputer ScienceMicrogrids5G NetworksGrid ServiceSmart GridEnergy ManagementArtificial Intelligence EngineEnergy IotNext Generation ApplicationsIndustrial Informatics
As fifth-generation mobile communication systems give rise to new smart grid technologies, such as distributed energy resources, advanced communication systems, the Internet of Things, and big data analytics, the development of novel platforms and business models that ensure reliability and profitability of microgrid operations become increasingly important. In this study, we introduce an open micro energy grid platform to operate the widely distributed microgrids in Korea. Subsequently, we present commercial microgrid business models supported by the open micro energy grid platform equipped with an artificial intelligence engine and provide test results from testbeds connected to the platform. In contrast to the existing microgrid business models in the market, we propose a universal architecture and business model of the future microgrid, comprising (i) an energy robot-management operation business model, (ii) electric vehicle-based demand response, (iii) blockchain technology for energy trading, and (iv) a service-oriented business model. Finally, we propose a new business model for an intelligent virtual power plant (VPP) operator along with the architecture of the VPP and its proof of concept (PoC). We expect the proposed business model to provide energy solution providers with guidelines to develop various VPP services.
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Nurzhan Zhumabekuly Aitzhan, Davor Svetinović · IEEE Transactions on Dependable and Secure Computing · 2016 · 1.3K citations
Machine Learning With Big Data: Challenges and Approaches
Alexandra L’Heureux, Katarina Grolinger, Hany F. ElYamany et al. · IEEE Access · 2017 · 1K citations · Full text
Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges
Mohsen Marjani, Fariza Hanum Nasaruddin, Abdullah Gani et al. · IEEE Access · 2017 · 957 citations · Full text