Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex
Big data plays a crucial role in energy management services by providing valuable insights to customers. However, data analytics alone cannot create value, and it is essential to effectively transform and integrate these data into energy-management services. Although numerous studies have focused on...
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| Format: | Article |
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IEEE
2025-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10820349/ |
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| author | Tagir Salakhov Jaejoon Choi Minjun Kim |
| author_facet | Tagir Salakhov Jaejoon Choi Minjun Kim |
| author_sort | Tagir Salakhov |
| collection | DOAJ |
| description | Big data plays a crucial role in energy management services by providing valuable insights to customers. However, data analytics alone cannot create value, and it is essential to effectively transform and integrate these data into energy-management services. Although numerous studies have focused on developing data-driven architectures or platforms to manage energy efficiency, few have addressed the design process of data-driven energy management services. To fill this research gap, we conducted a case study to design a novel service concept aimed at improving the energy efficiency of companies within a national industrial complex based on an analysis of electricity consumption data. Finally, our findings, supported by interviews with a small company within the complex, suggest that the proposed information and service concept can be both effective and beneficial for businesses. This study contributes to the integration of data analytics with service design, thereby improving the effectiveness and adoption of such services. |
| format | Article |
| id | doaj-art-a7a2a1b6e82046f4968f8e59735f5df1 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-a7a2a1b6e82046f4968f8e59735f5df12025-01-21T00:01:43ZengIEEEIEEE Access2169-35362025-01-01139498950910.1109/ACCESS.2024.352519410820349Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial ComplexTagir Salakhov0https://orcid.org/0009-0003-1234-4783Jaejoon Choi1https://orcid.org/0009-0005-9158-018XMinjun Kim2https://orcid.org/0000-0002-1534-2914Department of Industrial Engineering, Kumoh National Institute of Technology, Gumi-si, Republic of KoreaDepartment of Industrial Engineering, Kumoh National Institute of Technology, Gumi-si, Republic of KoreaDepartment of Industrial Engineering, Ajou University, Suwon-si, Republic of KoreaBig data plays a crucial role in energy management services by providing valuable insights to customers. However, data analytics alone cannot create value, and it is essential to effectively transform and integrate these data into energy-management services. Although numerous studies have focused on developing data-driven architectures or platforms to manage energy efficiency, few have addressed the design process of data-driven energy management services. To fill this research gap, we conducted a case study to design a novel service concept aimed at improving the energy efficiency of companies within a national industrial complex based on an analysis of electricity consumption data. Finally, our findings, supported by interviews with a small company within the complex, suggest that the proposed information and service concept can be both effective and beneficial for businesses. This study contributes to the integration of data analytics with service design, thereby improving the effectiveness and adoption of such services.https://ieeexplore.ieee.org/document/10820349/Energy managementservice conceptinformation designcase studydata-drivennational industrial complex |
| spellingShingle | Tagir Salakhov Jaejoon Choi Minjun Kim Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex IEEE Access Energy management service concept information design case study data-driven national industrial complex |
| title | Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex |
| title_full | Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex |
| title_fullStr | Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex |
| title_full_unstemmed | Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex |
| title_short | Designing a Data-Driven Energy Management Service: A Case Study of South Korea’s National Industrial Complex |
| title_sort | designing a data driven energy management service a case study of south korea x2019 s national industrial complex |
| topic | Energy management service concept information design case study data-driven national industrial complex |
| url | https://ieeexplore.ieee.org/document/10820349/ |
| work_keys_str_mv | AT tagirsalakhov designingadatadrivenenergymanagementserviceacasestudyofsouthkoreax2019snationalindustrialcomplex AT jaejoonchoi designingadatadrivenenergymanagementserviceacasestudyofsouthkoreax2019snationalindustrialcomplex AT minjunkim designingadatadrivenenergymanagementserviceacasestudyofsouthkoreax2019snationalindustrialcomplex |