Data Economy for Prosumers in a Smart Grid Ecosystem

Bessa, Ricardo J.; Rua, David; Abreu, Cláudia; Machado, Paulo Fernando; Andrade, José; Pinto, Rui; Gonçalves, Carla; Reis, Marisa

doi:10.1145/3208903.3210282

Cited by 9 publications

(4 citation statements)

References 33 publications

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“…Electricity generation in Poland takes place primarily in thermal power plants fired by hard coal and lignite (over 70% of energy in Poland is generated from coal) [94]. The size of resources varies from year to year not only as a result of exploitation and changes in the recognition and documentation of resources, but also as a consequence of changes in the assessment of the resources of developed mineral deposits resulting from the principles of market economy and restructuring activities (out of 160 hard coal resources in Poland, 64 were undeveloped in 2018) [95]. A significant part of thermal coal mines is unprofitable due to difficult mining and geological conditions and irrational organization of work.…”

Section: Trends and Developments In The Small Consumer Marketmentioning

confidence: 99%

Assessment of Energy and Heat Consumption Trends and Forecasting in the Small Consumer Sector in Poland Based on Historical Data

Gajdzik,

Jaciow,

Wolniak

et al. 2023

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The paper outlines the methodology employed for desk-based research, which involved gathering and analyzing empirical data on energy and heating consumption in the Polish small consumer sector. Secondary sources, including reports, documents, scientific publications, and public statistics, were utilized to ensure a comprehensive understanding of the subject matter. The research methodology ensured the acquisition and examination of reliable and extensive data regarding energy and heat consumption among small consumers in Poland. The study investigated consumption trends of hard coal, electricity, and natural gas in Polish households from 2006 to 2021. The findings revealed an increasing pattern in electricity and natural gas consumption, alongside a simultaneous decline in the usage of hard coal. Future consumption was estimated using trend models, and factors contributing to changes in energy consumption patterns were examined, with forecasts to 2027. To achieve decarbonization and address climate objectives, the study underscores the need to increase the proportion of renewable energy sources and boost energy efficiency. The significance of reducing household energy consumption through enhanced insulation, smart energy management systems, and low-carbon alternatives is emphasized. Additionally, the study addresses Poland’s future energy plans as a proactive step toward decarbonizing the national economy. In summary, the study furnishes valuable insights into energy consumption trends and their determinants in the Polish small consumer sector.

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Section: Trends and Developments In The Small Consumer Marketmentioning

confidence: 99%

Assessment of Energy and Heat Consumption Trends and Forecasting in the Small Consumer Sector in Poland Based on Historical Data

Gajdzik,

Jaciow,

Wolniak

et al. 2023

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“…The simulation results of an urban multi-energy system exhibited that the proposed multi-energy management method could efficiently resolve the optimal energy scheduling problems to establish a win-win relationship for prosumers and generate substantial benefits for the whole system. Furthermore, Machado et al (2018) [11] introduced a set of data-driven models, embedded in the home energy management system (HEMS) for improving renewable energy forecasting skills and modelling multiperiod flexibility of distributed energy resources for prosumers in a smart grid ecosystem.…”

Section: B Smart Energy Network and Problems Solving: Challenges And Enablingmentioning

confidence: 99%

Designing Smart Energy Network Ecosystem for Integrated energy services in urban areas

Dai

Tang

Liu

et al. 2020

2020 IEEE 16th International Conference on Automation Science and Engineering (CASE)

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Technologies such as electrification, informatization, and intelligence will reshape the energy form of cities in the future. Energy will become a key link in sustainable development and be integrated into sustainable urban development. Starting from the key elements of the energy system for sustainable urban development, considering urban resource endowment and energy demand, combining future urban forms and technological development, from the perspective of P2C (production to consumption) & C2P (consumption to production), a smart energy network ecosystem created by global partners and stakeholders is proposed. The features of the proposed ecosystem are: (1) the wisdom of various participants, the consideration of the renewable energy resources available in cities and towns, and the waste heat and wastewater available in urban are integrated; (2) the integrated integration of smart grid and energy storage applications; considering the integration of big data, artificial intelligence and other technical means are considered; (3) focusing on the energy supply and consumption needs of the prosumers, we will jointly customize the smart energy network ecosystem, realize the complementary use of multiple clean energy sources and the coordinated response of the source, network, and storage to provide fair and diversified comprehensive energy services for urban users. This paper demonstrates the ecosystem's modelling ideas, principles, methods and logical framework. Based on the case of the Smart Otaniemi project in Espoo, Finland, it analyses the implementation plan of the smart energy network ecosystem to provide support for the sustainable development of towns. I. INTRODUCTIONCoping with megatrends such as climate change and accelerating urbanization, and the development of new technologies such as electrification, informatization, and intelligence, which will reshape the energy form of cities in the future. The large-scale, high-proportion of renewable clean and clean energy with significant randomness, intermittent news, and volatility are connected to the power grid at the energy supply side, which brings new challenges to the energy system's balanced regulation and safe and stable operation. At the energy demand side, the access of a large number of distributed power sources, micro-grids, electric vehicles, and new interactive energy-using equipment has turned energy consumers into producers and consumers and changed the traditional one-way flow pattern of source-grid-charge-user.

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“…Nowadays, the development of smart homes to help people live more comfortably has been the focus of many researchers. Helping elderly and disabled people, creating more security [19], energy consumption management [20], and medical care [21] are among the motivations for the development of such environments.…”

Section: Introductionmentioning

confidence: 99%

IoT Technology for Intelligent Management of Energy, Equipment and Security in Smart House

Yuan¹,

Zhang²,

Zhang³

2023

IJACSA

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The Internet of Things means that many of the daily devices used by humans will share their functions and information with each other or with humans by connecting to the Internet. The most important factor of the Internet of Things is the integration of several technologies and communication solutions. Identification and tracking technologies, wired and wireless sensors and active networks, protocols for increasing communication and intelligence of objects are the most important parts of the Internet of Things. In this article, an attempt has been made to determine the parts that can be used to make a house smart among the concepts and technologies related to web-based programs based on Internet of Things technology. Since it is very time-consuming to investigate the effect of all the Internet of Things technologies in smart homes, by studying and examining various types of research, the web-based program based on the Internet of Things is selected as an independent variable, and its effect on smart home management is investigated. For this purpose, a web-based program based on the Internet of Things for intelligent building energy management, intelligent equipment management, and intelligent security has been designed and implemented. As experimental results shown the proposed method the proposed method achieves better results compared to other existing methods in energy consumption by 33.8% reducing energy usage.

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Data Economy for Prosumers in a Smart Grid Ecosystem

Cited by 9 publications

References 33 publications

Assessment of Energy and Heat Consumption Trends and Forecasting in the Small Consumer Sector in Poland Based on Historical Data

Assessment of Energy and Heat Consumption Trends and Forecasting in the Small Consumer Sector in Poland Based on Historical Data

Designing Smart Energy Network Ecosystem for Integrated energy services in urban areas

IoT Technology for Intelligent Management of Energy, Equipment and Security in Smart House

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