Matches in SemOpenAlex for { <https://semopenalex.org/work/W4381705934> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W4381705934 endingPage "120751" @default.
- W4381705934 startingPage "120751" @default.
- W4381705934 abstract "A large part of the refining heat production in the thermomechanical pulp mill can be recovered to supply the paper machine heat demand. This study introduces a novel approach for the heat integration of a thermomechanical pulp mill and paper machine using Energy Hub. An Energy Hub consisting of a steam generator heat pump and the electric boiler is integrated with the thermomechanical pulp mill to provide the heating demand of the paper machine. The advanced cost-efficient design and operation of the Energy Hub are investigated in this research by integrating thermo-economic analysis, reliability & availability assessment, and load profile prediction. The thermo-economic analysis combines economics and thermodynamics, which is necessary for energy system unit commitments. Reliability assessment will lead to more accurate modeling of real-life system operating conditions since system components' availability is considered in the design process. Load profile prediction estimates the Energy Hub load for the next hour, which helps with the optimal operation of the Energy Hub. Different state-of-the-art long-short-term memory (LSTM) neural network models have been developed to achieve the best time series model for refining heat prediction in the thermomechanical pulp mill. Results show that all the time series models are effective for refining heat prediction, while Bidirectional LSTM appears to perform better than others with the correlation coefficient and root mean square error of 0.9 and 0.15, respectively. In addition, the proposed Energy Hub design approach is compared with the conventional design method. The proposed design method offers a robust design that isn't impacted by unsupplied demand penalty rates. Depending on the penalty rates, the total system cost could decrease by 14%-28% utilizing the proposed design method." @default.
- W4381705934 created "2023-06-23" @default.
- W4381705934 creator A5001427138 @default.
- W4381705934 creator A5013583938 @default.
- W4381705934 creator A5038643585 @default.
- W4381705934 creator A5059017557 @default.
- W4381705934 date "2023-07-01" @default.
- W4381705934 modified "2023-10-14" @default.
- W4381705934 title "Advanced design and operation of Energy Hub for forest industry using reliability assessment" @default.
- W4381705934 cites W1689711448 @default.
- W4381705934 cites W1993759398 @default.
- W4381705934 cites W1994223951 @default.
- W4381705934 cites W1997757098 @default.
- W4381705934 cites W1999366616 @default.
- W4381705934 cites W2003042624 @default.
- W4381705934 cites W2030913272 @default.
- W4381705934 cites W2046298081 @default.
- W4381705934 cites W2049532619 @default.
- W4381705934 cites W2064675550 @default.
- W4381705934 cites W2210969396 @default.
- W4381705934 cites W2291942035 @default.
- W4381705934 cites W2606285603 @default.
- W4381705934 cites W2736088652 @default.
- W4381705934 cites W2770977398 @default.
- W4381705934 cites W2792470919 @default.
- W4381705934 cites W2809317444 @default.
- W4381705934 cites W2894793845 @default.
- W4381705934 cites W2946596023 @default.
- W4381705934 cites W2983214968 @default.
- W4381705934 cites W3091496602 @default.
- W4381705934 cites W3133068309 @default.
- W4381705934 cites W3133147635 @default.
- W4381705934 cites W3137834764 @default.
- W4381705934 cites W3191751572 @default.
- W4381705934 cites W3196213792 @default.
- W4381705934 cites W3211015018 @default.
- W4381705934 cites W4212828417 @default.
- W4381705934 cites W4220668406 @default.
- W4381705934 cites W4220902414 @default.
- W4381705934 cites W4283219832 @default.
- W4381705934 cites W4292014099 @default.
- W4381705934 doi "https://doi.org/10.1016/j.applthermaleng.2023.120751" @default.
- W4381705934 hasPublicationYear "2023" @default.
- W4381705934 type Work @default.
- W4381705934 citedByCount "0" @default.
- W4381705934 crossrefType "journal-article" @default.
- W4381705934 hasAuthorship W4381705934A5001427138 @default.
- W4381705934 hasAuthorship W4381705934A5013583938 @default.
- W4381705934 hasAuthorship W4381705934A5038643585 @default.
- W4381705934 hasAuthorship W4381705934A5059017557 @default.
- W4381705934 hasBestOaLocation W43817059341 @default.
- W4381705934 hasConcept C121332964 @default.
- W4381705934 hasConcept C127413603 @default.
- W4381705934 hasConcept C16057445 @default.
- W4381705934 hasConcept C163258240 @default.
- W4381705934 hasConcept C200601418 @default.
- W4381705934 hasConcept C21880701 @default.
- W4381705934 hasConcept C2780013297 @default.
- W4381705934 hasConcept C43214815 @default.
- W4381705934 hasConcept C548081761 @default.
- W4381705934 hasConcept C62520636 @default.
- W4381705934 hasConcept C78519656 @default.
- W4381705934 hasConceptScore W4381705934C121332964 @default.
- W4381705934 hasConceptScore W4381705934C127413603 @default.
- W4381705934 hasConceptScore W4381705934C16057445 @default.
- W4381705934 hasConceptScore W4381705934C163258240 @default.
- W4381705934 hasConceptScore W4381705934C200601418 @default.
- W4381705934 hasConceptScore W4381705934C21880701 @default.
- W4381705934 hasConceptScore W4381705934C2780013297 @default.
- W4381705934 hasConceptScore W4381705934C43214815 @default.
- W4381705934 hasConceptScore W4381705934C548081761 @default.
- W4381705934 hasConceptScore W4381705934C62520636 @default.
- W4381705934 hasConceptScore W4381705934C78519656 @default.
- W4381705934 hasFunder F4320321108 @default.
- W4381705934 hasLocation W43817059341 @default.
- W4381705934 hasOpenAccess W4381705934 @default.
- W4381705934 hasPrimaryLocation W43817059341 @default.
- W4381705934 hasRelatedWork W2014776528 @default.
- W4381705934 hasRelatedWork W2053361908 @default.
- W4381705934 hasRelatedWork W2347732194 @default.
- W4381705934 hasRelatedWork W2351837102 @default.
- W4381705934 hasRelatedWork W2354191944 @default.
- W4381705934 hasRelatedWork W2364441104 @default.
- W4381705934 hasRelatedWork W2364659519 @default.
- W4381705934 hasRelatedWork W2373081051 @default.
- W4381705934 hasRelatedWork W2465406227 @default.
- W4381705934 hasRelatedWork W654682640 @default.
- W4381705934 hasVolume "230" @default.
- W4381705934 isParatext "false" @default.
- W4381705934 isRetracted "false" @default.
- W4381705934 workType "article" @default.