FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4306386098> ?p ?o ?g. }

• W4306386098 endingPage "119039" @default.
• W4306386098 startingPage "119039" @default.
• W4306386098 abstract "The recognition of operational state patterns is crucial for the safe, reliable and profitable operational management of integrated energy systems (IES). However, considering that the monitored operational data are often not labelled, supervised machine learning classification methods cannot be directly applied. In this study, based on the idea of graph theory, a framework of interpretable time series pattern recognition methods based on graph structural features is proposed. Firstly, the time series data is segmented into local subsequences by a shapelet-based time series classification method. Secondly, time-graphlets are constructed by means of a visibility graph algorithm and an original graph structure feature-based representation method is proposed. Then, pattern recognition of the different operational states of IES is performed in the form of multidimensional feature vectors. Thirdly, an association rule model is designed to analyze the supply and demand fluctuations, price fluctuations and couplings between multiple energy subsystems, based on which the pattern recognition results are annotated to match the operational characteristics of the IES. Fourthly, a shapelet-based state transfer network graph is constructed, and the complex network centrality metrics are used to analyze the operating characteristics and key operating states of the system over time. The new method is applied for pattern recognition of operational states in a Spanish IES. The results show that the proposed method can increase the interpretability of the recognition results and provide explanatory labels for the operational data. Furthermore, the vulnerable operational states of the system can be revealed, which allows managers to monitor the operational state of the system and take early defensive measures against the more threatening operational patterns. This suggests that the methodological framework presented in this paper is a promising approach to pattern recognition that can provide interpretable annotations for unsupervised operational data of IES and their safe management." @default.
• W4306386098 created "2022-10-17" @default.
• W4306386098 creator A5001633460 @default.
• W4306386098 creator A5012431211 @default.
• W4306386098 creator A5037696356 @default.
• W4306386098 creator A5045925603 @default.
• W4306386098 creator A5066716873 @default.
• W4306386098 creator A5090660545 @default.
• W4306386098 date "2023-03-01" @default.
• W4306386098 modified "2023-09-29" @default.
• W4306386098 title "A graph structure feature-based framework for the pattern recognition of the operational states of integrated energy systems" @default.
• W4306386098 cites W1980314508 @default.
• W4306386098 cites W1984674851 @default.
• W4306386098 cites W1985082033 @default.
• W4306386098 cites W2011208599 @default.
• W4306386098 cites W2029438113 @default.
• W4306386098 cites W2029767187 @default.
• W4306386098 cites W2030863907 @default.
• W4306386098 cites W2033193852 @default.
• W4306386098 cites W2047940964 @default.
• W4306386098 cites W2055538060 @default.
• W4306386098 cites W2060464767 @default.
• W4306386098 cites W2123502857 @default.
• W4306386098 cites W2166547175 @default.
• W4306386098 cites W2197473678 @default.
• W4306386098 cites W2232966085 @default.
• W4306386098 cites W2267164421 @default.
• W4306386098 cites W2288766215 @default.
• W4306386098 cites W2400311702 @default.
• W4306386098 cites W2419595019 @default.
• W4306386098 cites W2473296141 @default.
• W4306386098 cites W2494409244 @default.
• W4306386098 cites W2524083015 @default.
• W4306386098 cites W2537943564 @default.
• W4306386098 cites W2559976359 @default.
• W4306386098 cites W2765884627 @default.
• W4306386098 cites W2775504885 @default.
• W4306386098 cites W2786161686 @default.
• W4306386098 cites W2789364533 @default.
• W4306386098 cites W2799857478 @default.
• W4306386098 cites W2899125647 @default.
• W4306386098 cites W2899284687 @default.
• W4306386098 cites W2943579313 @default.
• W4306386098 cites W2962911132 @default.
• W4306386098 cites W2973076661 @default.
• W4306386098 cites W2974057724 @default.
• W4306386098 cites W2988873313 @default.
• W4306386098 cites W2995732721 @default.
• W4306386098 cites W3000128030 @default.
• W4306386098 cites W3006871705 @default.
• W4306386098 cites W3017626980 @default.
• W4306386098 cites W3020563100 @default.
• W4306386098 cites W3047120068 @default.
• W4306386098 cites W3090516682 @default.
• W4306386098 cites W3122047920 @default.
• W4306386098 cites W3129139193 @default.
• W4306386098 cites W3133439000 @default.
• W4306386098 cites W3133978444 @default.
• W4306386098 cites W3163556952 @default.
• W4306386098 cites W3167668328 @default.
• W4306386098 cites W3209015920 @default.
• W4306386098 cites W4255262795 @default.
• W4306386098 cites W872948623 @default.
• W4306386098 doi "https://doi.org/10.1016/j.eswa.2022.119039" @default.
• W4306386098 hasPublicationYear "2023" @default.
• W4306386098 type Work @default.
• W4306386098 citedByCount "2" @default.
• W4306386098 countsByYear W43063860982023 @default.
• W4306386098 crossrefType "journal-article" @default.
• W4306386098 hasAuthorship W4306386098A5001633460 @default.
• W4306386098 hasAuthorship W4306386098A5012431211 @default.
• W4306386098 hasAuthorship W4306386098A5037696356 @default.
• W4306386098 hasAuthorship W4306386098A5045925603 @default.
• W4306386098 hasAuthorship W4306386098A5066716873 @default.
• W4306386098 hasAuthorship W4306386098A5090660545 @default.
• W4306386098 hasConcept C114614502 @default.
• W4306386098 hasConcept C119857082 @default.
• W4306386098 hasConcept C124101348 @default.
• W4306386098 hasConcept C132525143 @default.
• W4306386098 hasConcept C138885662 @default.
• W4306386098 hasConcept C153180895 @default.
• W4306386098 hasConcept C154945302 @default.
• W4306386098 hasConcept C17744445 @default.
• W4306386098 hasConcept C199539241 @default.
• W4306386098 hasConcept C2776359362 @default.
• W4306386098 hasConcept C2776401178 @default.
• W4306386098 hasConcept C2781067378 @default.
• W4306386098 hasConcept C33923547 @default.
• W4306386098 hasConcept C41008148 @default.
• W4306386098 hasConcept C41895202 @default.
• W4306386098 hasConcept C53811970 @default.
• W4306386098 hasConcept C80444323 @default.
• W4306386098 hasConcept C94625758 @default.
• W4306386098 hasConceptScore W4306386098C114614502 @default.
• W4306386098 hasConceptScore W4306386098C119857082 @default.
• W4306386098 hasConceptScore W4306386098C124101348 @default.
• W4306386098 hasConceptScore W4306386098C132525143 @default.
• W4306386098 hasConceptScore W4306386098C138885662 @default.

• next