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Data-Driven Adaptiv...
Data-Driven Adaptive Operation of Soft Open Points in Active Distribution Networks
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- Huo, Yanda (författare)
- Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China.
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- Li, Peng (författare)
- Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China.
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- Ji, Haoran (författare)
- Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China.
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- Yan, Jinyue, 1959- (författare)
- Mälardalens högskola,Framtidens energi
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- Song, Guanyu (författare)
- Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China.
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- Wu, Jianzhong (författare)
- Cardiff Univ, Sch Engn, Inst Energy, Cardiff, Wales.
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- Wang, Chengshan (författare)
- Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China.
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Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China Framtidens energi (creator_code:org_t)
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC, 2021
- 2021
- Engelska.
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Ingår i: IEEE Transactions on Industrial Informatics. - : IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC. - 1551-3203 .- 1941-0050. ; 17:12, s. 8230-8242
- Relaterad länk:
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https://doi.org/10.1...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Ämnesord
Stäng
- The integration of soft open point (SOP) effectively improves the flexibility of active distribution networks (ADNs). However, in practical operation, accurate network parameters are difficult to obtain and the operation state changes rapidly with distributed generators (DGs). With the development of information technologies, massive operation data can be acquired in ADNs. How to utilize multisource data has become the key to realize the intelligent operation of ADNs. This article proposes a data-driven operation strategy of SOP based on model-free adaptive control (MFAC). First, considering the inaccurate parameters and frequent change of operation states, a data-driven framework is formulated for the real-time operation of SOP. Then, the operation strategies of multiple SOPs are further improved with interarea coordination. The results of case studies show that driven by the measurement data, the potential benefits of SOPs are explored to adaptively respond to system state changes and improve the operational performance of ADNs.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering (hsv//eng)
Nyckelord
- Adaptation models
- Data models
- Adaptive control
- Voltage measurement
- Real-time systems
- Voltage control
- Optimization
- Active distribution network (ADN)
- coordinated operation
- data-driven
- soft open point (SOP)
Publikations- och innehållstyp
- ref (ämneskategori)
- art (ämneskategori)
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