Optimization problems in natural gas transportation systems. A state-of-the-art review

Ríos-Mercado, Roger Z.; Borraz-Sánchez, Conrado

doi:10.1016/j.apenergy.2015.03.017

Title: Optimization problems in natural gas transportation systems. A state-of-the-art review

Journal Article · Tue Mar 24 00:00:00 EDT 2015 · Applied Energy

DOI:https://doi.org/10.1016/j.apenergy.2015.03.017· OSTI ID:1235737

Ríos-Mercado, Roger Z. ^[1]; Borraz-Sánchez, Conrado ^[2]

Autonomous Univ. of New Leon (Mexico)
Los Alamos National Lab. (LANL), Los Alamos, NM (United States)

Our paper provides a review on the most relevant research works conducted to solve natural gas transportation problems via pipeline systems. The literature reveals three major groups of gas pipeline systems, namely gathering, transmission, and distribution systems. In this work, we aim at presenting a detailed discussion of the efforts made in optimizing natural gas transmission lines.There is certainly a vast amount of research done over the past few years on many decision-making problems in the natural gas industry and, specifically, in pipeline network optimization. In this work, we present a state-of-the-art survey focusing on specific categories that include short-term basis storage (line-packing problems), gas quality satisfaction (pooling problems), and compressor station modeling (fuel cost minimization problems). We also discuss both steady-state and transient optimization models highlighting the modeling aspects and the most relevant solution approaches known to date. Although the literature on natural gas transmission system problems is quite extensive, this is, to the best of our knowledge, the first comprehensive review or survey covering this specific research area on natural gas transmission from an operations research perspective. Furthermore, this paper includes a discussion of the most important and promising research areas in this field. Hence, our paper can serve as a useful tool to gain insight into the evolution of the many real-life applications and most recent advances in solution methodologies arising from this exciting and challenging research area of decision-making problems.

View Accepted Manuscript (DOE)

Cite

Export

Save

Research Organization:: Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)

Sponsoring Organization:: USDOE

Grant/Contract Number:: CB-2011-01-166397; AC52-06NA25396

OSTI ID:: 1235737

Report Number(s):: LA-UR-14-28561; PII: S0306261915003013

Journal Information:: Applied Energy, Vol. 147, Issue C; ISSN 0306-2619

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

Citation Metrics:

Cited by: 241 works

Citation information provided by
Web of Science

References (75)

Modeling and forecasting industrial end-use natural gas consumption Sánchez-Úbeda, Eugenio Fco.; Berzosa, Ana Energy Economics, Vol. 29, Issue 4 https://doi.org/10.1016/j.eneco.2007.01.015	journal	July 2007
On Compressor Station Layout Kurz, Rainer; Ohanian, Sebouh; Lubomirsky, Matt ASME Turbo Expo 2003, collocated with the 2003 International Joint Power Generation Conference, Volume 4: Turbo Expo 2003 https://doi.org/10.1115/GT2003-38019	conference	February 2009
A Mixed-Integer Programming Model for Gas Purchase and Transportation Contesse, Luis; Ferrer, Juan Carlos; Maturana, Sergio Annals of Operations Research, Vol. 139, Issue 1 https://doi.org/10.1007/s10479-005-3443-0	journal	October 2005
Meeting Seasonal Peak Demands for Natural Gas Welch, T. H.; Smith, J. G.; Rix, J. P. Journal of the Operational Research Society, Vol. 22, Issue sup1 https://doi.org/10.1057/jors.1971.11	journal	July 1971
Packing and Drafting in Natural Gas Pipelines de Nevers, Noel; Day, Anthony Journal of Petroleum Technology, Vol. 35, Issue 03 https://doi.org/10.2118/10856-PA	journal	March 1983
Stochastic optimal control model for natural gas networks Zavala, Victor M. Computers & Chemical Engineering, Vol. 64 https://doi.org/10.1016/j.compchemeng.2014.02.002	journal	May 2014
Calculation of Z Factors For Natural Gases Using Equations of State Dranchuk, P. M.; Abou-Kassem, H. Journal of Canadian Petroleum Technology, Vol. 14, Issue 03 https://doi.org/10.2118/75-03-03	journal	July 1975
Computer Calculation Of Natural Gas Compressibility Factors Using The Standing And Katz Correlation Dranchuk, P. M.; Purvis, R. A.; Robinson, D. B. Annual Technical Meeting https://doi.org/10.2118/73-112	conference	April 2013
Optimization methods for pipeline transportation of natural gas with variable specific gravity and compressibility Borraz-Sánchez, Conrado; Haugland, Dag TOP, Vol. 21, Issue 3 https://doi.org/10.1007/s11750-011-0210-z	journal	July 2011
An Empirical Equation for Thermodynamic Properties of Light Hydrocarbons and Their Mixtures I. Methane, Ethane, Propane and n ‐Butane Benedict, Manson; Webb, George B.; Rubin, Louis C. The Journal of Chemical Physics, Vol. 8, Issue 4 https://doi.org/10.1063/1.1750658	journal	April 1940
A Lagrangian Approach to the Pooling Problem Adhya, Nilanjan; Tawarmalani, Mohit; Sahinidis, Nikolaos V. Industrial & Engineering Chemistry Research, Vol. 38, Issue 5 https://doi.org/10.1021/ie980666q	journal	May 1999
A bilinear approach to the pooling problem† Foulds, L. R.; Haugland, D.; JÖrnsten, K. Optimization, Vol. 24, Issue 1-2 https://doi.org/10.1080/02331939208843786	journal	January 1992
Strong formulations for the pooling problem Alfaki, Mohammed; Haugland, Dag Journal of Global Optimization, Vol. 56, Issue 3 https://doi.org/10.1007/s10898-012-9875-6	journal	February 2012
Studies of the behavior of recursion for the pooling problem Haverly, C. A. ACM SIGMAP Bulletin, Issue 25 https://doi.org/10.1145/1111237.1111238	journal	December 1978
A Decomposition Strategy for Global Optimum Search in the Pooling Problem Floudas, Christodoulos A.; Aggarwal, Avanish ORSA Journal on Computing, Vol. 2, Issue 3 https://doi.org/10.1287/ijoc.2.3.225	journal	August 1990
A global optimization algorithm (GOP) for certain classes of nonconvex NLPs—I. Theory Floudas, C. A.; Visweswaran, V. Computers & Chemical Engineering, Vol. 14, Issue 12 https://doi.org/10.1016/0098-1354(90)80020-C	journal	December 1990
A new Lagrangean approach to the pooling problem Almutairi, Hossa; Elhedhli, Samir Journal of Global Optimization, Vol. 45, Issue 2 https://doi.org/10.1007/s10898-008-9371-1	journal	November 2008
Pooling Problem: Alternate Formulations and Solution Methods Audet, Charles; Brimberg, Jack; Hansen, Pierre Management Science, Vol. 50, Issue 6 https://doi.org/10.1287/mnsc.1030.0207	journal	June 2004
Global minimization by reducing the duality gap Ben-Tal, Aharon; Eiger, Gideon; Gershovitz, Vladimir Mathematical Programming, Vol. 63, Issue 1-3 https://doi.org/10.1007/BF01582066	journal	January 1994
A polyhedral branch-and-cut approach to global optimization Tawarmalani, Mohit; Sahinidis, Nikolaos V. Mathematical Programming, Vol. 103, Issue 2 https://doi.org/10.1007/s10107-005-0581-8	journal	May 2005
Stochastic pooling problem for natural gas production network design and operation under uncertainty Li, Xiang; Armagan, Emre; Tomasgard, Asgeir AIChE Journal, Vol. 57, Issue 8 https://doi.org/10.1002/aic.12419	journal	October 2010
Decomposition strategy for the stochastic pooling problem Li, Xiang; Tomasgard, Asgeir; Barton, Paul I. Journal of Global Optimization, Vol. 54, Issue 4 https://doi.org/10.1007/s10898-011-9792-0	journal	September 2011
Global optimization of mixed-integer nonlinear programs: A theoretical and computational study Tawarmalani, Mohit; Sahinidis, Nikolaos V. Mathematical Programming, Vol. 99, Issue 3 https://doi.org/10.1007/s10107-003-0467-6	journal	April 2004
Optimization of natural-gas pipeline systems via dynamic programming Wong, P.; Larson, R. IEEE Transactions on Automatic Control, Vol. 13, Issue 5 https://doi.org/10.1109/TAC.1968.1098990	journal	October 1968
A Reduction Technique for Natural Gas Transmission Network Optimization Problems Ríos-Mercado, Roger Z.; Wu, Suming; Scott, L. Ridgway Annals of Operations Research, Vol. 117, Issue 1/4, p. 217-234 https://doi.org/10.1023/A:1021529709006	journal	January 2002
The Gas Transmission Problem Solved by an Extension of the Simplex Algorithm De Wolf, Daniel; Smeers, Yves Management Science, Vol. 46, Issue 11 https://doi.org/10.1287/mnsc.46.11.1454.12087	journal	November 2000
Improving the operation of pipeline systems on cyclic structures by tabu search Borraz-Sánchez, Conrado; Ríos-Mercado, Roger Z. Computers & Chemical Engineering, Vol. 33, Issue 1 https://doi.org/10.1016/j.compchemeng.2008.07.009	journal	January 2009
A Mathematical Programming Model for Allocation of Natural Gas O'Neill, Richard P.; Williard, Mark; Wilkins, Bert Operations Research, Vol. 27, Issue 5 https://doi.org/10.1287/opre.27.5.857	journal	October 1979
A simplex algorithm for piecewise-linear programming I: Derivation and proof Fourer, Robert Mathematical Programming, Vol. 33, Issue 2 https://doi.org/10.1007/BF01582246	journal	November 1985
Nonisothermal Transient Flow in Natural Gas Pipeline Abbaspour, M.; Chapman, K. S. Journal of Applied Mechanics, Vol. 75, Issue 3 https://doi.org/10.1115/1.2840046	journal	May 2008
Transient flow in natural gas pipeline – The effect of pipeline thermal model Chaczykowski, Maciej Applied Mathematical Modelling, Vol. 34, Issue 4 https://doi.org/10.1016/j.apm.2009.07.017	journal	April 2010
State of the art and development prospects in metrological support to natural gas metering Belyaev, B. M.; Gushchin, A. A.; Shenbrot, I. M. Measurement Techniques, Vol. 42, Issue 10 https://doi.org/10.1007/BF02504240	journal	October 1999
Rapidly Estimating Natural Gas Compressibility Factor Bahadori, Alireza; Mokhatab, Saeid; Towler, Brian F. Journal of Natural Gas Chemistry, Vol. 16, Issue 4 https://doi.org/10.1016/S1003-9953(08)60003-1	journal	December 2007
Design and Operations of Gas Transmission Networks Babonneau, Frédéric; Nesterov, Yurii; Vial, Jean-Philippe Operations Research, Vol. 60, Issue 1 https://doi.org/10.1287/opre.1110.1001	journal	February 2012
Optimization of pressure relief header networks: a linear programming formulation Costa, André L. H.; de Medeiros, José L.; Pessoa, Fernando L. P. Computers & Chemical Engineering, Vol. 24, Issue 1 https://doi.org/10.1016/S0098-1354(00)00300-8	journal	April 2000
The Optimal Design of Natural Gas Transmission Pipelines El-Shiekh, T. M. Energy Sources, Part B: Economics, Planning, and Policy, Vol. 8, Issue 1 https://doi.org/10.1080/15567240802534193	journal	January 2013
Integrated framework for the design of pipeline systems using stochastic optimisation and GIS tools Marcoulaki, Eftychia C.; Papazoglou, Ioannis A.; Pixopoulou, Nathalie Chemical Engineering Research and Design, Vol. 90, Issue 12 https://doi.org/10.1016/j.cherd.2012.05.012	journal	December 2012
Optimal design of a natural gas transmission network layout Sanaye, Sepehr; Mahmoudimehr, Javad Chemical Engineering Research and Design, Vol. 91, Issue 12 https://doi.org/10.1016/j.cherd.2013.04.005	journal	December 2013
A superstructure-based mixed-integer programming approach to optimal design of pipeline network for large-scale CO ₂ transport Zhou, Chengchuan; Liu, Pei; Li, Zheng AIChE Journal, Vol. 60, Issue 7 https://doi.org/10.1002/aic.14436	journal	March 2014
Optimization for design and operation of natural gas transmission networks Üster, Halit; Dilaveroğlu, Şebnem Applied Energy, Vol. 133 https://doi.org/10.1016/j.apenergy.2014.06.042	journal	November 2014
Model relaxations for the fuel cost minimization of steady-state gas pipeline networks Wu, Suming; Ríos-Mercado, R. Z.; Boyd, E. A. Mathematical and Computer Modelling, Vol. 31, Issue 2-3 https://doi.org/10.1016/S0895-7177(99)00232-0	journal	January 2000
Dynamic modeling and linear model predictive control of gas pipeline networks Zhu, Guang-Yan; Henson, Michael A.; Megan, Lawrence Journal of Process Control, Vol. 11, Issue 2 https://doi.org/10.1016/S0959-1524(00)00044-5	journal	April 2001
Modeling and simulation of a gas distribution pipeline network Herrán-González, A.; De La Cruz, J. M.; De Andrés-Toro, B. Applied Mathematical Modelling, Vol. 33, Issue 3 https://doi.org/10.1016/j.apm.2008.02.012	journal	March 2009
Simulation model for natural gas transmission pipeline network system Woldeyohannes, Abraham Debebe; Majid, Mohd Amin Abd Simulation Modelling Practice and Theory, Vol. 19, Issue 1 https://doi.org/10.1016/j.simpat.2010.06.006	journal	January 2011
Minimization of Fuel Consumption of Natural Gas Compressor Stations with Similar and Dissimilar Turbo-Compressor Units Mahmoudimehr, Javad; Sanaye, Sepehr Journal of Energy Engineering, Vol. 140, Issue 1 https://doi.org/10.1061/(ASCE)EY.1943-7897.0000129	journal	March 2014
Nonlinear programming applied to the optimum control of a gas compressor station Osiadacz, A. International Journal for Numerical Methods in Engineering, Vol. 15, Issue 9 https://doi.org/10.1002/nme.1620150902	journal	September 1980
A comparison of automation techniques for optimization of compressor scheduling Nguyen, H. H.; Uraikul, V.; Chan, C. W. Advances in Engineering Software, Vol. 39, Issue 3 https://doi.org/10.1016/j.advengsoft.2007.02.003	journal	March 2008
Optimization of tree-structured natural-gas transmission networks Wong, Peter J.; Larson, Robert E. Journal of Mathematical Analysis and Applications, Vol. 24, Issue 3 https://doi.org/10.1016/0022-247X(68)90014-0	journal	December 1968
Efficient operation of natural gas transmission systems: A network-based heuristic for cyclic structures Ríos-Mercado, Roger Z.; Kim, Seongbae; Boyd, E. Andrew Computers & Operations Research, Vol. 33, Issue 8 https://doi.org/10.1016/j.cor.2005.02.003	journal	August 2006
Minimizing fuel cost in gas transmission networks by dynamic programming and adaptive discretization Borraz-Sánchez, Conrado; Haugland, Dag Computers & Industrial Engineering, Vol. 61, Issue 2 https://doi.org/10.1016/j.cie.2010.07.012	journal	September 2011
Optimization of Large Gas Pipeline Network--A Case Study in China Jin, Lu; Wojtanowicz, Andrew K. Journal of Canadian Petroleum Technology, Vol. 49, Issue 04 https://doi.org/10.2118/136345-PA	journal	April 2010
Optimisation of the operation of gas transmission systems Pratt, K. F.; Wilson, J. G. Transactions of the Institute of Measurement and Control, Vol. 6, Issue 4 https://doi.org/10.1177/014233128400600411	journal	September 1984
Mixed Integer Models for the Stationary Case of Gas Network Optimization Martin, Alexander; Möller, Markus; Moritz, Susanne Mathematical Programming, Vol. 105, Issue 2-3 https://doi.org/10.1007/s10107-005-0665-5	journal	November 2005
Optimization of natural gas pipeline transportation using ant colony optimization Chebouba, A.; Yalaoui, F.; Smati, A. Computers & Operations Research, Vol. 36, Issue 6 https://doi.org/10.1016/j.cor.2008.06.005	journal	June 2009
Optimal operation of trunk natural gas pipelines via an inertia-adaptive particle swarm optimization algorithm Wu, Xia; Li, Changjun; Jia, Wenlong Journal of Natural Gas Science and Engineering, Vol. 21 https://doi.org/10.1016/j.jngse.2014.07.028	journal	November 2014
An Implicit Filtering Algorithm for Optimization of Functions with Many Local Minima Gilmore, P.; Kelley, C. T. SIAM Journal on Optimization, Vol. 5, Issue 2 https://doi.org/10.1137/0805015	journal	May 1995
Deterministic global optimization approach to steady-state distribution gas pipeline networks Wu, Yue; Lai, Kin Keung; Liu, Yongjin Optimization and Engineering, Vol. 8, Issue 3 https://doi.org/10.1007/s11081-007-9018-y	journal	July 2007
Assessing and optimization of pipeline system performance using intelligent systems MohamadiBaghmolaei, Mohamad; Mahmoudy, Mohamad; Jafari, Dariush Journal of Natural Gas Science and Engineering, Vol. 18 https://doi.org/10.1016/j.jngse.2014.01.017	journal	May 2014
Economic Nonlinear Model Predictive Control for periodic optimal operation of gas pipeline networks Gopalakrishnan, Ajit; Biegler, Lorenz T. Computers & Chemical Engineering, Vol. 52 https://doi.org/10.1016/j.compchemeng.2012.11.011	journal	May 2013
Techno-economical and environmental optimization of natural gas network operation Alinia Kashani, Amir Hesam; Molaei, Reza Chemical Engineering Research and Design, Vol. 92, Issue 11 https://doi.org/10.1016/j.cherd.2014.02.006	journal	November 2014
Energy Usage in Natural Gas Pipeline Applications Garcia-Hernandez, Augusto; Brun, Klaus Journal of Engineering for Gas Turbines and Power, Vol. 134, Issue 2 https://doi.org/10.1115/1.4004372	journal	December 2011
A simplified algorithm for optimization of large-scale gas networks Osiadacz, A. J.; Bell, D. J. Optimal Control Applications and Methods, Vol. 7, Issue 1 https://doi.org/10.1002/oca.4660070107	journal	January 1986
Optimal control of gas transportation systems Proceedings of IEEE International Conference on Control and Applications CCA-94 https://doi.org/10.1109/CCA.1994.381219	conference	August 1994
Hierarchical control of transient flow in natural gas pipeline systems Osiadacz Andrzej, J. International Transactions in Operational Research, Vol. 5, Issue 4 https://doi.org/10.1016/S0969-6016(97)00035-X	journal	July 1998
A sequential quadratic programming-based algorithm for optimization of gas networks Furey, B. P. Automatica, Vol. 29, Issue 6 https://doi.org/10.1016/0005-1098(93)90008-H	journal	November 1993
Transient analysis of gas pipeline network Tao, W. Q.; Ti, H. C. Chemical Engineering Journal, Vol. 69, Issue 1 https://doi.org/10.1016/S1385-8947(97)00109-5	journal	February 1998
Transient analysis of isothermal gas flow in pipeline network Ke, S. Chemical Engineering Journal, Vol. 76, Issue 2 https://doi.org/10.1016/S1385-8947(99)00122-9	journal	February 2000
Comparison of isothermal and non-isothermal pipeline gas flow models Osiadacz, Andrzej J.; Chaczykowski, Maciej Chemical Engineering Journal, Vol. 81, Issue 1-3 https://doi.org/10.1016/S1385-8947(00)00194-7	journal	January 2001
A simulated annealing algorithm for transient optimization in gas networks Mahlke, Debora; Martin, Alexander; Moritz, Susanne Mathematical Methods of Operations Research, Vol. 66, Issue 1 https://doi.org/10.1007/s00186-006-0142-9	journal	January 2007
Combination of Nonlinear and Linear Optimization of Transient Gas Networks Domschke, Pia; Geißler, Bjorn; Kolb, Oliver INFORMS Journal on Computing, Vol. 23, Issue 4 https://doi.org/10.1287/ijoc.1100.0429	journal	November 2011
Modeling disjunctive constraints with a logarithmic number of binary variables and constraints Vielma, Juan Pablo; Nemhauser, George L. Mathematical Programming, Vol. 128, Issue 1-2 https://doi.org/10.1007/s10107-009-0295-4	journal	July 2009
Optimal power flow: a bibliographic survey I: Formulations and deterministic methods Frank, Stephen; Steponavice, Ingrida; Rebennack, Steffen Energy Systems, Vol. 3, Issue 3 https://doi.org/10.1007/s12667-012-0056-y	journal	April 2012
Improving gas transmission networks operation using simulation algorithms: Case study of the National Iranian Gas Network Fasihizadeh, Maryam; Sefti, Mohsen V.; Torbati, Hassan M. Journal of Natural Gas Science and Engineering, Vol. 20 https://doi.org/10.1016/j.jngse.2014.07.018	journal	September 2014
Mathematical optimization for challenging network planning problems in unbundled liberalized gas markets Fügenschuh, Armin; Geißler, Björn; Gollmer, Ralf Energy Systems, Vol. 5, Issue 3 https://doi.org/10.1007/s12667-013-0099-8	journal	November 2013
Validation of nominations in gas network optimization: models, methods, and solutions Pfetsch, Marc E.; Fügenschuh, Armin; Geißler, Björn Optimization Methods and Software, Vol. 30, Issue 1 https://doi.org/10.1080/10556788.2014.888426	journal	March 2014

Cited By (28)

Complementarity-based nonlinear programming techniques for optimal mixing in gas networks Hante, Falk M.; Schmidt, Martin EURO Journal on Computational Optimization, Vol. 7, Issue 3 https://doi.org/10.1007/s13675-019-00112-w	journal	May 2019
Domain reduction techniques for global NLP and MINLP optimization Puranik, Yash; Sahinidis, Nikolaos V. Constraints, Vol. 22, Issue 3 https://doi.org/10.1007/s10601-016-9267-5	journal	January 2017
A Model of Optimal Gas Supply to a Set of Distributed Consumers Mikolajková-Alifov, Markéta; Pettersson, Frank; Björklund-Sänkiaho, Margareta Energies, Vol. 12, Issue 3 https://doi.org/10.3390/en12030351	journal	January 2019
The Cascade Control of Natural Gas Pipeline Systems Wen, Kai; Gong, Jing; Wu, Yan Applied Sciences, Vol. 9, Issue 3 https://doi.org/10.3390/app9030481	journal	January 2019
Operation Optimization of Natural Gas Transmission Pipelines Based on Stochastic Optimization Algorithms: A Review Wu, Xia; Li, Changjun; He, Yufa Mathematical Problems in Engineering, Vol. 2018 https://doi.org/10.1155/2018/1267045	journal	January 2018
Dynamic optimization for gas blending in pipeline networks with gas interchangeability control Liu, Kai; Kazi, Saif R.; Biegler, Lorenz T. AIChE Journal, Vol. 66, Issue 5 https://doi.org/10.1002/aic.16908	journal	January 2020
Natural Gas Engine Technologies: Challenges and Energy Sustainability Issue Chala, Girma; Abd Aziz, Abd; Hagos, Ftwi Energies, Vol. 11, Issue 11 https://doi.org/10.3390/en11112934	journal	October 2018
Steady-state optimization operation of the west–east gas pipeline Liu, Enbin; Lv, Liuxin; Ma, Qian Advances in Mechanical Engineering, Vol. 11, Issue 1 https://doi.org/10.1177/1687814018821746	journal	January 2019
Modelling and optimization of a natural gas supply system at a transient stage: a case study of China Li, Tianxiao; Liu, Pei; Li, Zheng BMC Energy, Vol. 1, Issue 1 https://doi.org/10.1186/s42500-019-0005-6	journal	June 2019
State regulation of the introduction of digital technologies in the oil and gas complex of Russia Mingaleva, Zhanna; Sevidova, Elizaveta Journal of Digital Science, Issue 1 https://doi.org/10.33847/2686-8296.1.1_3	journal	December 2019
A multilevel model of the European entry-exit gas market Grimm, Veronika; Schewe, Lars; Schmidt, Martin Mathematical Methods of Operations Research, Vol. 89, Issue 2 https://doi.org/10.1007/s00186-018-0647-z	journal	August 2018
Energy Markets: Optimization of Transmission Networks Vasin, Alexander; Grigoryeva, Olesya; Tsyganov, Nikita International Journal of Public Administration, Vol. 42, Issue 15-16 https://doi.org/10.1080/01900692.2019.1645694	journal	August 2019
On the quantification of nomination feasibility in stationary gas networks with random load Gotzes, Claudia; Heitsch, Holger; Henrion, René Mathematical Methods of Operations Research, Vol. 84, Issue 2 https://doi.org/10.1007/s00186-016-0564-y	journal	October 2016
Intelligent nonlinear model predictive control of gas pipeline networks Moetamedzadeh, Hamid Reza; Khanmirza, Esmaeel; Pourfard, Ali Transactions of the Institute of Measurement and Control, Vol. 41, Issue 16 https://doi.org/10.1177/0142331219864190	journal	August 2019
Evolution of Liquified Gas Transit Through the Panama Canal—An Opportunity for Exploiting the Expanded Canal Carral Couce, Luis Manuel; Castro-Santos, Laura; Saavedra, Javier Tarrío Proceedings of the 25th Pan-American Conference of Naval Engineering—COPINAVAL https://doi.org/10.1007/978-3-319-89812-4_23	book	July 2018
Mathematical Modeling of Unsteady Gas Transmission System Operating Conditions under Insufficient Loading Zapukhliak, Vasyl; Poberezhny, Lyubomyr; Maruschak, Pavlo Energies, Vol. 12, Issue 7 https://doi.org/10.3390/en12071325	journal	April 2019
Linearized model for optimization of coupled electricity and natural gas systems Sirvent, Mathias; Kanelakis, Nikolaos; GeißLer, Björn Journal of Modern Power Systems and Clean Energy, Vol. 5, Issue 3 https://doi.org/10.1007/s40565-017-0275-2	journal	April 2017
Mapping global development potential for renewable energy, fossil fuels, mining and agriculture sectors Oakleaf, James R.; Kennedy, Christina M.; Baruch-Mordo, Sharon Scientific Data, Vol. 6, Issue 1 https://doi.org/10.1038/s41597-019-0084-8	journal	June 2019
Decomposable robust two-stage optimization: An application to gas network operations under uncertainty Aßmann, Denis; Liers, Frauke; Stingl, Michael Networks, Vol. 74, Issue 1 https://doi.org/10.1002/net.21871	journal	January 2019
Structural properties of feasible bookings in the European entry–exit gas market system Schewe, Lars; Schmidt, Martin; Thürauf, Johannes 4OR, Vol. 18, Issue 2 https://doi.org/10.1007/s10288-019-00411-3	journal	July 2019
Maximizing the storage capacity of gas networks: a global MINLP approach Burlacu, Robert; Egger, Herbert; Groß, Martin Optimization and Engineering, Vol. 20, Issue 2 https://doi.org/10.1007/s11081-018-9414-5	journal	December 2018
Line‐pack storage in biogas infrastructures at regional scale, a model approach Hengeveld, Evert J.; Bekkering, Jan; Gemert, Wim J. T. International Journal of Energy Research https://doi.org/10.1002/er.4790	journal	September 2019
Optimizing natural gas pipeline transmission with nonuniform elevation: A new initialization approach Xue, Mengying; Deng, Tianhu; Max Shen, Zuo‐Jun Naval Research Logistics (NRL), Vol. 66, Issue 7 https://doi.org/10.1002/nav.21866	journal	September 2019
GasLib—A Library of Gas Network Instances Schmidt, Martin; Aßmann, Denis; Burlacu, Robert Data, Vol. 2, Issue 4 https://doi.org/10.3390/data2040040	journal	December 2017
Coupling of Compressible Euler Equations Herty, Michael; Müller, Siegfried; Sikstel, Aleksey Vietnam Journal of Mathematics, Vol. 47, Issue 4 https://doi.org/10.1007/s10013-019-00353-7	journal	June 2019
Robust optimal discrete arc sizing for tree-shaped potential networks Robinius, Martin; Schewe, Lars; Schmidt, Martin Computational Optimization and Applications, Vol. 73, Issue 3 https://doi.org/10.1007/s10589-019-00085-x	journal	March 2019
A Multilevel Model of the European Entry-Exit Gas Market Grimm, Veronika; Schewe, Lars; ZZttl, Gregor SSRN Electronic Journal https://doi.org/10.2139/ssrn.2978135	journal	January 2017
Deciding Robust Feasibility and Infeasibility Using a Set Containment Approach: An Application to Stationary Passive Gas Network Operations Aßmann, Denis; Liers, Frauke; Stingl, Michael arXiv https://doi.org/10.48550/arxiv.1808.10241	preprint	January 2018

Similar Records

Multimodal Nondestructive Dry Cask Basket Structure and Spent Fuel Evaluation

Technical Report · Tue Dec 18 00:00:00 EST 2018 · OSTI ID:1235737

Gladden, Joseph R.; Tulenko, James; Yu, Lingyu; +1 more

Assessment of CO₂ Storage Resources in Depleted Oil and Gas Fields in the Ship Shoal Area, Gulf of Mexico

Technical Report · Wed Mar 14 00:00:00 EDT 2018 · OSTI ID:1235737

Bruno, Michaek S.; Young, Jean; Oliver, Nicky; +5 more

Measurement Practices for Reliability and Power Quality

Technical Report · Fri May 06 00:00:00 EDT 2005 · OSTI ID:1235737

Kueck, JD

Related Subjects

97 MATHEMATICS AND COMPUTING
03 NATURAL GAS
Natural gas
Pipeline Optimization
Transmission systems
Nonlinear programming
Mixed-integer linear programming
Mixed-integer nonlinear programming
Steady-state models
Transient models
Line-pack
Natural gas transportation
Operations research
Line-packing problem
Pooling problem
Fuel cost minimization problem

Title: Optimization problems in natural gas transportation systems. A state-of-the-art review

Citation Formats

References (75)

Cited By (28)

Similar Records

Related Subjects