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Carl Laird
Carl Laird
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Pyomo-optimization modeling in python
WE Hart, CD Laird, JP Watson, DL Woodruff, GA Hackebeil, BL Nicholson, ...
Springer 67, 277, 2017
14372017
An algorithmic framework for convex mixed integer nonlinear programs
P Bonami, LT Biegler, AR Conn, G CornuÚjols, IE Grossmann, CD Laird, ...
Discrete optimization 5 (2), 186-204, 2008
11282008
Pyomo-optimization modeling in python
ML Bynum, GA Hackebeil, WE Hart, CD Laird, BL Nicholson, JD Siirola, ...
Springer, 2021
4342021
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
235*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
1792008
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
1482008
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
1252006
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
1172016
Optimal design of cryogenic air separation columns under uncertainty
Y Zhu, S Legg, CD Laird
Computers & Chemical Engineering 34 (9), 1377-1384, 2010
972010
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
952012
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
842009
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‐Affiliatedá…, 2008
842008
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
642021
Nonlinear Model Predictive Control of a CO2 Post‐Combustion Absorption Unit
J ┼kesson, CD Laird, G Lavedan, K Pr÷l▀, H Tummescheit, S Velut, Y Zhu
Chemical Engineering & Technology 35 (3), 445-454, 2012
622012
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
612022
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
592018
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
582014
Optimal gas detector placement under uncertainty considering Conditional-Value-at-Risk
SW Legg, C Wang, AJ Benavides-Serrano, CD Laird
Journal of Loss Prevention in the Process Industries 26 (3), 410-417, 2013
582013
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
572011
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
542013
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Articles 1–20