FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367609860> ?p ?o ?g. }

• W4367609860 abstract "This paper addresses the problem of capturing the multiphase nature of a rotational molding process using subspace identification (SSID) to enable improved control. Existing SSID techniques are not designed to utilize any known, multiphase nature of a process in the model identification stage. This work adapts existing SSID methods to account for multiple phases by splitting the data into phases during the identification step and building a distinct SSID model for each phase while carefully connecting the individual models through the means of subspace states. This is achieved via a partial least-squares (PLS) model that relates the final states of the preceding phase to the initial states of the proceeding phase. This multiphase subspace identification (MPSSID) approach exploits the ability of SSID techniques for dynamic modeling of batch processes, which allows for model construction using batches of nonuniform length. In this work, the proposed approach is applied to the rotational molding process. For rotational molding, the final product quality is dependent on the temperature trajectory of the polymer inside the mold, and the process goes through visibly distinct phases that can be recognized when a specific temperature (not time) is reached. Data from past experiments are used to build the model and validate it, comparing the predictive ability of multiphase models to conventional one-phase models. Results demonstrate the ability of the multiphase models to better predict both the temperature trajectories and final product quality of validation batches." @default.
• W4367609860 created "2023-05-02" @default.
• W4367609860 creator A5016353717 @default.
• W4367609860 creator A5050785285 @default.
• W4367609860 date "2023-05-01" @default.
• W4367609860 modified "2023-10-01" @default.
• W4367609860 title "Data-Driven Modeling for Multiphase Processes: Application to a Rotomolding Process" @default.
• W4367609860 cites W1585828347 @default.
• W4367609860 cites W1650257177 @default.
• W4367609860 cites W1974222754 @default.
• W4367609860 cites W1978994389 @default.
• W4367609860 cites W1980608743 @default.
• W4367609860 cites W2000858991 @default.
• W4367609860 cites W2002113910 @default.
• W4367609860 cites W2005339673 @default.
• W4367609860 cites W2006905088 @default.
• W4367609860 cites W2009680607 @default.
• W4367609860 cites W2022735044 @default.
• W4367609860 cites W2023047224 @default.
• W4367609860 cites W2028039937 @default.
• W4367609860 cites W2030570659 @default.
• W4367609860 cites W2031904826 @default.
• W4367609860 cites W2033395300 @default.
• W4367609860 cites W2033453524 @default.
• W4367609860 cites W2034487019 @default.
• W4367609860 cites W2036282945 @default.
• W4367609860 cites W2044197877 @default.
• W4367609860 cites W2046278916 @default.
• W4367609860 cites W2049881253 @default.
• W4367609860 cites W2060383043 @default.
• W4367609860 cites W2061369309 @default.
• W4367609860 cites W2063352588 @default.
• W4367609860 cites W2068739623 @default.
• W4367609860 cites W2069705511 @default.
• W4367609860 cites W2073503722 @default.
• W4367609860 cites W2074970237 @default.
• W4367609860 cites W2077732800 @default.
• W4367609860 cites W2086306688 @default.
• W4367609860 cites W2099701253 @default.
• W4367609860 cites W2113615858 @default.
• W4367609860 cites W2117186349 @default.
• W4367609860 cites W2130212796 @default.
• W4367609860 cites W2130543390 @default.
• W4367609860 cites W2140993382 @default.
• W4367609860 cites W2164150378 @default.
• W4367609860 cites W2168715542 @default.
• W4367609860 cites W2237689036 @default.
• W4367609860 cites W2319294927 @default.
• W4367609860 cites W2615836285 @default.
• W4367609860 cites W2619115837 @default.
• W4367609860 cites W2741433089 @default.
• W4367609860 cites W2900988840 @default.
• W4367609860 cites W2944888665 @default.
• W4367609860 cites W2972974626 @default.
• W4367609860 doi "https://doi.org/10.1021/acs.iecr.3c00053" @default.
• W4367609860 hasPublicationYear "2023" @default.
• W4367609860 type Work @default.
• W4367609860 citedByCount "0" @default.
• W4367609860 crossrefType "journal-article" @default.
• W4367609860 hasAuthorship W4367609860A5016353717 @default.
• W4367609860 hasAuthorship W4367609860A5050785285 @default.
• W4367609860 hasConcept C111472728 @default.
• W4367609860 hasConcept C111919701 @default.
• W4367609860 hasConcept C116834253 @default.
• W4367609860 hasConcept C121332964 @default.
• W4367609860 hasConcept C124101348 @default.
• W4367609860 hasConcept C127413603 @default.
• W4367609860 hasConcept C1276947 @default.
• W4367609860 hasConcept C13662910 @default.
• W4367609860 hasConcept C138885662 @default.
• W4367609860 hasConcept C154945302 @default.
• W4367609860 hasConcept C178790620 @default.
• W4367609860 hasConcept C185592680 @default.
• W4367609860 hasConcept C18762648 @default.
• W4367609860 hasConcept C2779530757 @default.
• W4367609860 hasConcept C32834561 @default.
• W4367609860 hasConcept C41008148 @default.
• W4367609860 hasConcept C44280652 @default.
• W4367609860 hasConcept C59822182 @default.
• W4367609860 hasConcept C78519656 @default.
• W4367609860 hasConcept C86803240 @default.
• W4367609860 hasConcept C98045186 @default.
• W4367609860 hasConceptScore W4367609860C111472728 @default.
• W4367609860 hasConceptScore W4367609860C111919701 @default.
• W4367609860 hasConceptScore W4367609860C116834253 @default.
• W4367609860 hasConceptScore W4367609860C121332964 @default.
• W4367609860 hasConceptScore W4367609860C124101348 @default.
• W4367609860 hasConceptScore W4367609860C127413603 @default.
• W4367609860 hasConceptScore W4367609860C1276947 @default.
• W4367609860 hasConceptScore W4367609860C13662910 @default.
• W4367609860 hasConceptScore W4367609860C138885662 @default.
• W4367609860 hasConceptScore W4367609860C154945302 @default.
• W4367609860 hasConceptScore W4367609860C178790620 @default.
• W4367609860 hasConceptScore W4367609860C185592680 @default.
• W4367609860 hasConceptScore W4367609860C18762648 @default.
• W4367609860 hasConceptScore W4367609860C2779530757 @default.
• W4367609860 hasConceptScore W4367609860C32834561 @default.
• W4367609860 hasConceptScore W4367609860C41008148 @default.
• W4367609860 hasConceptScore W4367609860C44280652 @default.
• W4367609860 hasConceptScore W4367609860C59822182 @default.

• next