Zobrazeno 1 - 10
of 184
pro vyhledávání: '"Hector Budman"'
Publikováno v:
Bioprocess and Biosystems Engineering. 46:789-802
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d077ae61381e41ca38d38c962507d925
https://doi.org/10.1007/s00449-023-02857-6
https://doi.org/10.1007/s00449-023-02857-6
Autor:
Dylan Hematillake, Daniele Freethy, Jacob McGivern, Chris McCready, Piyush Agarwal, Hector Budman
Publikováno v:
Industrial & Engineering Chemistry Research. 61:4625-4637
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f4dc766bdcc1dffecf35ae42563124b0
https://doi.org/10.1021/acs.iecr.1c04534
https://doi.org/10.1021/acs.iecr.1c04534
Publikováno v:
Biotechnology Progress.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a3c237a1d1dd67de57652eb25fb14aad
https://doi.org/10.1002/btpr.3335
https://doi.org/10.1002/btpr.3335
Publikováno v:
Processes; Volume 10; Issue 12; Pages: 2557
A hierarchical structure based on a Deep LSTM Supervised Autoencoder Neural Network (Deep LSTM-SAE NN) is presented for the detection and classification of faults in industrial plants. The proposed methodology has the ability to classify incipient fa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0654137181659b29cfd4295a831f1a0c
Autor:
Kaveh, Ohadi, Hengameh, Aghamohseni, Johannes, Gädke, Murray, Moo-Young, Raymond, Legge L., Jeno, Scharer, Hector, Budman M.
Publikováno v:
In IFAC Proceedings Volumes 2013 46(31):30-35
Publikováno v:
Bioprocess and Biosystems Engineering. 44:453-472
The paper discusses modelling and optimization of multi-component cell culture medium. The specific productivity (Qp) was considered a function of the medium components and possible interactions described by linear factors, two-way interactions and s
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::972d162fffea438869412f569f66e850
https://doi.org/10.1007/s00449-020-02456-9
https://doi.org/10.1007/s00449-020-02456-9
Autor:
Hector Budman, Xin Shen
Publikováno v:
Processes
Volume 9
Issue 10
Processes, Vol 9, Iss 1762, p 1762 (2021)
Volume 9
Issue 10
Processes, Vol 9, Iss 1762, p 1762 (2021)
Dynamic flux balance models (DFBM) are used in this study to infer metabolite concentrations that are difficult to measure online. The concentrations are estimated based on few available measurements. To account for uncertainty in initial conditions
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0f62e941c5a81fae4b168db2991eae2
Publikováno v:
Industrial & Engineering Chemistry Research. 59:2378-2395
A classification approach is proposed for finding ranges of process inputs that result in corresponding ranges of a process profit function using deep learning. Two deep learning tools are used to ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::076b6016efcd8163ddf303760dad5f8f
https://doi.org/10.1021/acs.iecr.9b04737
https://doi.org/10.1021/acs.iecr.9b04737
Autor:
Hector Budman, Rubin Hille
Publikováno v:
Industrial & Engineering Chemistry Research. 58:13599-13610
Model errors in model-based optimization procedures can result in suboptimal policies. In that regard, structural mismatch is of particular concern since it results in inaccurate model predictions even when a large amount of data is available for mod
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9296bf50cef1cfba0b7dc00d9bf82cdb
https://doi.org/10.1021/acs.iecr.9b00105
https://doi.org/10.1021/acs.iecr.9b00105