Zobrazeno 1 - 10
of 30
pro vyhledávání: '"Mehmet Mercangöz"'
Publikováno v:
IFAC-PapersOnLine. 53:11614-11619
We demonstrate the application of automated machine learning to the problem of identifying dynamic process models using recurrent neural networks (RNNs). The general concept relies on continuous monitoring of input-output data from a plant and the pr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2aff484d372a5fed91ee8818c463210e
https://doi.org/10.1016/j.ifacol.2020.12.642
https://doi.org/10.1016/j.ifacol.2020.12.642
Publikováno v:
Computers & Chemical Engineering. 170:108104
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6afe26ba19be2eb7cd54bd740d699040
https://doi.org/10.1016/j.compchemeng.2022.108104
https://doi.org/10.1016/j.compchemeng.2022.108104
Autor:
Yilin Zhuang, Yixuan Liu, Akhil Ahmed, Zhengang Zhong, Ehecatl A. del Rio Chanona, Colin P. Hale, Mehmet Mercangöz
Publikováno v:
Computers in Industry. 143:103747
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0f73ae109905c3efebec0d62f329a18f
https://doi.org/10.1016/j.compind.2022.103747
https://doi.org/10.1016/j.compind.2022.103747
Autor:
Tor Olav Stava, Andrea Cortinovis, Sture Van de moortel, Mehmet Mercangöz, Arne-Marius Ditlefsen, Erling Lunde, Thomas Besselmann
Publikováno v:
Journal of Process Control. 74:76-87
This article is concerned with the impact of voltage or power dips on large electric driven gas compressors (EDC) in typical oil and gas applications. EDCs are sensitive to voltage dips affecting the operation of the gas compression process through t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::796c25247a3bcd0657377417235d5eee
https://doi.org/10.1016/j.jprocont.2017.12.007
https://doi.org/10.1016/j.jprocont.2017.12.007
Autor:
Andrea Cortinovis, Arne-Marius Ditlefsen, Sture Van de moortel, Thomas Besselmann, Erling Lunde, Terje Knutsen, Pieder Jorg, Mehmet Mercangöz, Harald Fretheim, Tor Olav Stava
Publikováno v:
IEEE Transactions on Industry Applications. 54:1460-1468
Grid voltage disturbances pose serious problems to gas compression stations powered by drives such as load commutated inverters (LCI). Until recently, drive control systems used in industrial practice were not capable of handling reduced grid voltage
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c1d1ae72a889d4a034a673c0dd38e2e9
https://doi.org/10.1109/tia.2017.2781638
https://doi.org/10.1109/tia.2017.2781638
Autor:
Andrea Cortinovis, Nicolas Lanzetti, Luis Dominguez, Colin N. Jones, Mehmet Mercangöz, Yingzhao Lian
Publikováno v:
ECC
Autonomous operation of industrial plants requires a cheap and efficient way of creating dynamic process models, which can then be used to either be part of the autonomous systems or to serve as simulators for reinforcement learning. The trends of di
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f3a253a0d5eca45486d20b3d1da17493
https://doi.org/10.23919/ecc.2019.8795809
https://doi.org/10.23919/ecc.2019.8795809
Autor:
Andrea Cortinovis, Antonio De Marco, Mehmet Mercangöz, Matteo Zovadelli, Diego Pareschi, Sergio Bittanti
Publikováno v:
Computers & Chemical Engineering. 88:145-156
Compressor stations on natural gas pipelines are typically composed of multiple parallel compressors for operational flexibility. The aim of load sharing optimization is to operate the compressor units of a gas compression station in an energy effici
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c3e9dd49dfd4aa969b45cb7786351ac2
https://doi.org/10.1016/j.compchemeng.2016.01.012
https://doi.org/10.1016/j.compchemeng.2016.01.012
Publikováno v:
IFAC-PapersOnLine. 49:949-954
This paper investigates the influence of voltage dips on large electric driven gas compressors (EDC) considering a typical application in the oil and gas industry. Voltage or power dips are electric disturbances encountered in EDC which are mainly ca
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::697be2fd8f9aa5bf486cc52d887bf732
https://doi.org/10.1016/j.ifacol.2016.07.322
https://doi.org/10.1016/j.ifacol.2016.07.322
Autor:
Alejandro Marchetti, Andrea Cortinovis, Dominique Bonvin, Predrag Milosavljevic, Mehmet Mercangöz, Timm Faulwasser
Publikováno v:
Applied Energy. 272:114883
This paper investigates the problem of load-sharing optimization of gas compressors in the presence of uncertainty. The objective is to operate a set of compressor units in an energy-efficient way, while at the same time meeting a varying load demand
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::bb3d60bc558c6871c64e58535680d9a2
https://doi.org/10.1016/j.apenergy.2020.114883
https://doi.org/10.1016/j.apenergy.2020.114883
Autor:
Andrea Cortinovis, Mehmet Mercangöz, Timm Faulwasser, Dominique Bonvin, René Schneider, Predrag Milosavljevic
Publikováno v:
ECC
This paper investigates the optimal load-sharing problem of serial gas compressors in the presence of plant- model mismatch. The problem is formulated as a static real- time optimization task that is solved via modifier adaptation for interconnected
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::801ec22a0b1e464da3c3f4627d0c2ea1
https://doi.org/10.23919/ecc.2018.8550102
https://doi.org/10.23919/ecc.2018.8550102