VOID FRACTION ESTIMATION IN VERTICAL GAS-LIQUID FLOW BY PLURAL LONG SHORT-TERM MEMORY WITH SPARSE MODEL IMPLEMENTED IN MULTIPLE CURRENT-VOLTAGE SYSTEM

• Main Authors: Tanaka, Koji, Prayitno, Yosephus Ardean Kurnianto, Sejati, Prima Asmara, Kawashima, Daisuke, Takei, Masahiro
• 格式: Article PeerReviewed
• 出版: Begell House Inc. 2022
• 主題: Engineering
• 在線閱讀: https://repository.ugm.ac.id/283297/; https://www.dl.begellhouse.com/journals/5af8c23d50e0a883,61671ff85f6610d1,2853602852edf477.html; http://dx.doi.org/10.1615/MultScienTechn.2021039801
• 機構: Universitas Gadjah Mada

Plural long short-term memory (pLSTM) with sparse model (SM) has been implemented in a developed multiple current-voltage (MCV) system (called pLSTM-SM-MCV) for the a estimation in upward vertical gas-liquid flow. The new MCV system injects constant current to measure the voltage vnk at multiple ele...