Data processing framework with analytic infrastructure for future smart grid

Yamzaki, Jiro; Fukuhara, Hideyuki; Itoh, Yuya; Mursawa, Masanari; Tsai, Joseph C.; Yoshino, Daishi; Kikuchi, Shinji; Tokura, Hajime; Hayashi, Takafumi; Iwase, Jiro

doi:10.1109/icrera.2014.7016563

Cited by 6 publications

(3 citation statements)

References 5 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Hwang et al [95] developed a micro-energy grid reference model by maximizing the use of various energy sources, including electricity, heat, and natural gas, to generate, utilize, and distribute energy efficiently. Yamazaki et al [96] presented a strategy and data processing framework with analytic infrastructure to provide advantageous and innovative applications and services for future smart grids. Luo et al [97] introduced a multi-intelligent body system (MAS) and blockchain-based two-layer energy transaction framework.…”

Section: Personal Behavior and Management Datamentioning

confidence: 99%

Comprehensive Survey of the Landscape of Digital Twin Technologies and Their Diverse Applications

Chen,

Shao,

Deng

et al. 2024

Computer Modeling in Engineering &Amp; Sciences

View full text Add to dashboard Cite

The concept of the digital twin, also known colloquially as the DT, is a fundamental principle within Industry 4.0 framework. In recent years, the concept of digital siblings has generated considerable academic and practical interest. However, academia and industry have used a variety of interpretations, and the scientific literature lacks a unified and consistent definition of this term. The purpose of this study is to systematically examine the definitional landscape of the digital twin concept as outlined in scholarly literature, beginning with its origins in the aerospace domain and extending to its contemporary interpretations in the manufacturing industry. Notably, this investigation will focus on the research conducted on Industry 4.0 and smart manufacturing, elucidating the diverse applications of digital twins in fields including aerospace, intelligent manufacturing, intelligent transportation, and intelligent cities, among others.

show abstract

Section: Personal Behavior and Management Datamentioning

confidence: 99%

Comprehensive Survey of the Landscape of Digital Twin Technologies and Their Diverse Applications

Chen,

Shao,

Deng

et al. 2024

Computer Modeling in Engineering &Amp; Sciences

View full text Add to dashboard Cite

show abstract

“…System grids often promote a low energy consumption and a high penetration of local renewable energy generation in order to support future smart cities with sustainability programs including smart buildings [ 1 , 2 , 3 ]. This requires a direct interaction of distribution system customers with energy management and conservation entities [ 3 ].…”

Section: Introductionmentioning

confidence: 99%

Heterogeneous Wireless Networks for Smart Grid Distribution Systems: Advantages and Limitations

Khalifa

Abdrabou

Shaban

et al. 2018

Sensors

View full text Add to dashboard Cite

Supporting a conventional power grid with advanced communication capabilities is a cornerstone to transferring it to a smart grid. A reliable communication infrastructure with a high throughput can lay the foundation towards the ultimate objective of a fully automated power grid with self-healing capabilities. In order to realize this objective, the communication infrastructure of a power distribution network needs to be extended to cover all substations including medium/low voltage ones. This shall enable information exchange among substations for a variety of system automation purposes with a low latency that suits time critical applications. This paper proposes the integration of two heterogeneous wireless technologies (such as WiFi and cellular 3G/4G) to provide reliable and fast communication among primary and secondary distribution substations. This integration allows the transmission of different data packets (not packet replicas) over two radio interfaces, making these interfaces act like a one data pipe. Thus, the paper investigates the applicability and effectiveness of employing heterogeneous wireless networks (HWNs) in achieving the desired reliability and timeliness requirements of future smart grids. We study the performance of HWNs in a realistic scenario under different data transfer loads and packet loss ratios. Our findings reveal that HWNs can be a viable data transfer option for smart grids.

show abstract

“…The authors realized efficient energy generation, consumption, and distribution by optimizing the use of different energy resources like gas, heat, and electricity. Yamzaki et al [6] proposed an approach for the data processing infrastructure in next generation smart grid. This approach would become more complex with heterogeneous factor, such as renewable energy resources, electric vehicles (EVs), microgrids, smart meters, demand-side energy management systems, demand response (DR), and dynamic pricing.…”

mentioning

confidence: 99%

Intelligent Micro Energy Grid in 5G Era: Platforms, Business Cases, Testbeds, and Next Generation Applications

et al. 2019

View full text Add to dashboard Cite

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.

show abstract

Data processing framework with analytic infrastructure for future smart grid

Cited by 6 publications

References 5 publications

Comprehensive Survey of the Landscape of Digital Twin Technologies and Their Diverse Applications

Comprehensive Survey of the Landscape of Digital Twin Technologies and Their Diverse Applications

Heterogeneous Wireless Networks for Smart Grid Distribution Systems: Advantages and Limitations

Intelligent Micro Energy Grid in 5G Era: Platforms, Business Cases, Testbeds, and Next Generation Applications

Contact Info

Product

Resources

About