Carl Laird
Carl Laird
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Pyomo-optimization modeling in python
WE Hart, CD Laird, JP Watson, DL Woodruff, GA Hackebeil, BL Nicholson, ...
Springer 67, 277, 2017
An algorithmic framework for convex mixed integer nonlinear programs
P Bonami, LT Biegler, AR Conn, G Cornuéjols, IE Grossmann, CD Laird, ...
Discrete optimization 5 (2), 186-204, 2008
Pyomo-optimization modeling in python
ML Bynum, GA Hackebeil, WE Hart, CD Laird, BL Nicholson, JD Siirola, ...
Springer 67 (s 32), 2021
Contamination source determination for water networks
CD Laird, LT Biegler, BG van Bloemen Waanders, RA Bartlett
Journal of Water Resources Planning and Management 131 (2), 125-134, 2005
A fast moving horizon estimation algorithm based on nonlinear programming sensitivity
VM Zavala, CD Laird, LT Biegler
Journal of Process Control 18 (9), 876-884, 2008
Interior-point decomposition approaches for parallel solution of large-scale nonlinear parameter estimation problems
VM Zavala, CD Laird, LT Biegler
Chemical Engineering Science 63 (19), 4834-4845, 2008
Mixed-integer approach for obtaining unique solutions in source inversion of water networks
CD Laird, LT Biegler, BG van Bloemen Waanders
Journal of Water Resources Planning and Management 132 (4), 242-251, 2006
The unit commitment problem with AC optimal power flow constraints
A Castillo, C Laird, CA Silva-Monroy, JP Watson, RP O’Neill
IEEE Transactions on Power Systems 31 (6), 4853-4866, 2016
Optimal design of cryogenic air separation columns under uncertainty
Y Zhu, S Legg, CD Laird
Computers & Chemical Engineering 34 (9), 1377-1384, 2010
A stochastic programming approach for gas detector placement using CFD-based dispersion simulations
SW Legg, AJ Benavides-Serrano, JD Siirola, JP Watson, SG Davis, ...
Computers & Chemical Engineering 47, 194-201, 2012
Convex hull discretization approach to the global optimization of pooling problems
V Pham, C Laird, M El-Halwagi
Industrial & Engineering Chemistry Research 48 (4), 1973-1979, 2009
Fast implementations and rigorous models: Can both be accommodated in NMPC?
VM Zavala, CD Laird, LT Biegler
International Journal of Robust and Nonlinear Control: IFAC‐Affiliated …, 2008
The IDAES process modeling framework and model library—Flexibility for process simulation and optimization
A Lee, JH Ghouse, JC Eslick, CD Laird, JD Siirola, MA Zamarripa, ...
Journal of advanced manufacturing and processing 3 (3), e10095, 2021
OMLT: Optimization & machine learning toolkit
F Ceccon, J Jalving, J Haddad, A Thebelt, C Tsay, CD Laird, R Misener
Journal of Machine Learning Research 23 (349), 1-8, 2022
Nonlinear Model Predictive Control of a CO2 Post‐Combustion Absorption Unit
J Åkesson, CD Laird, G Lavedan, K Prölß, H Tummescheit, S Velut, Y Zhu
Chemical Engineering & Technology 35 (3), 445-454, 2012
Global solution strategies for the network-constrained unit commitment problem with AC transmission constraints
J Liu, CD Laird, JK Scott, JP Watson, A Castillo
IEEE Transactions on Power Systems 34 (2), 1139-1150, 2018
An interior-point method for efficient solution of block-structured NLP problems using an implicit Schur-complement decomposition
J Kang, Y Cao, DP Word, CD Laird
Computers & Chemical Engineering 71, 563-573, 2014
Optimal operation of cryogenic air separation systems with demand uncertainty and contractual obligations
Y Zhu, S Legg, CD Laird
Chemical Engineering Science 66 (5), 953-963, 2011
Perspectives on the integration between first-principles and data-driven modeling
W Bradley, J Kim, Z Kilwein, L Blakely, M Eydenberg, J Jalvin, C Laird, ...
Computers & Chemical Engineering 166, 107898, 2022
Sensor location for nonlinear dynamic systems via observability analysis and MAX-DET optimization
M Serpas, G Hackebeil, C Laird, J Hahn
Computers & Chemical Engineering 48, 105-112, 2013
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