Optimization of Natural Gas Distribution in Pipeline Networks

Optimization of Natural Gas Distribution in Pipeline Networks

Author: Antoine Pruvot

Publisher:

Published: 2015

Total Pages:

ISBN-13:

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In natural gas pipeline transportation systems, network operators play a crucial role. Through compression power and pipeline geometry, they master the physics of the systems, allowing them to control the flow of gas between two points. Their decisions impact the entire production chain, from the suppliers to the consumers. Consequently, the management of pipeline systems requires an in-depth analysis of the influence of each decision. Each pressure change in the system may seriously impact the flow of natural gas, deeply modifying the revenue of the entire production and how it is divided between the different actors of the market. It is fundamental to understand how to master the system in order to control the money generated.From an economic point of view, natural gas pipeline production, transportation and sale creates wealth divided between the different actors in the sector: the profit of the producer, the consumer welfare and a combination of both for the network operator. This social wealth, should be maximized in order to generate the most benefit from the network for society. In order to do so, it is necessary to understand how much gas is flowing through each pipeline. If pressure values are fixed on an arbitrary basis, the dispatch of natural gas in the network will not be optimized. The loss of social wealth generated can be considerable given the important volumes transported through pipeline those days. In the market of natural gas transportation, if the pressure at the nodes is wrongly chosen, it could be disastrous for a company. How could any producing/transporting company avoid wasting this significant amount of money? What are the solutions available for the natural gas pipeline engineers to dispatch natural gas in order to maximize the social wealth generated?This issue can be stated in the corresponding two situations: For the construction of a new pipeline network, how should the geometry of the different pipes be chosen in order to transport natural gas in an optimal way? For an existing pipeline network, how should the pressure drops be chosen to maximize the social wealth of the producing/transporting company?The goal of this study is to provide network operators with the parameters to answer those situations. By fixing the pressure values at the nodes of the system, it is possible to maximize the economic value generated by the natural gas transportation and sales. Additionally, running the simulation on different natural gas network configurations = inform the company on how to choose the ideal geometry factors of each branch of pipeline.Midthun et al. (2009) suggested two different methods to address this problem. The first one, the Independent Static Flow (ISF) method is a straightforward way to find a solution. Neglecting the physics of natural gas, this method assumes that every pipe of the system is running at maximum capacity. The method is very easy to use and implement. Nevertheless, the solution provided is unrealistic: as the physics of natural gas is not respected, it is impossible to practically apply the method on a real network. Hence, this method can only be used to give an idea of how to regulate the flows, and an operator could only try to guess the pressure values at the nodes that could help to get closer this ideal situation on his network. The loss of economic value of natural gas from the arbitrary choices of the operator is a concern. Additionally, the solution arbitrary applied by the operator will generate far less social wealth than the ideal solution given through ISF Method due to the application of the physics of natural gas transportation.To address this issue, the second method proposed by Midthun et al. (2009), the Taylor Development Method, relies on an approximation of the underlying physics to solve for the optimal solution. In order to improve the relevance of the results to the constraints of the pipeline network, Midthun et al. decided to modify the nonlinear constraints of the system, .However, the accuracy of this approach has a price: the more accurate the solution, the more computationally difficult the optimization becomes. Figure 1: The fragile optimum for the Taylor Development MethodFigure 1 illustrates this complex choice. Thus, the user remains struggled in a compromise to find the right equilibrium between quality of the result and time (and so money) of computation. The situation is even worse for large network, as the number of constraining equations greatly increases for each additional pipeline on a network.This compromise between size of network/quality of results on one hand and computational feasibility on the other hand cannot be satisfying. Today, natural gas companies have to deal with networks of several hundred of pipes. An accurate solution would be too hard to solve for, and decreasing the accuracy expectations may cause a large waste of social wealth. In order to avoid this loss, this paper is suggesting another method, based on Ayala et. al.'s (2013) Linear-Pressure Analog Method. Instead of adding extra constraining equations to take account for the nonlinearities of natural gas physics, it is possible to simplify the system. Assuming a linear relationship between natural gas flow rate with respect to pressure drop, the system become smaller and easier to solve. In other words, physics of natural gas is assumed to be similar to the one of laminar liquid flows. From here, a correction is applied to the solution found, taking account for the nonlinearities inherent in real natural gas behavior. The process is iterated until convergence is reached. This method is both feasible and accurate with limited computational demands. Consequently, with any standard computer, a production/transportation company can obtain the ideal and realistic dispatch of natural gas in its network, and optimize the economic value generated by its natural gas transportation.


Gas Pipeline Hydraulics

Gas Pipeline Hydraulics

Author: Shashi Menon

Publisher: Trafford Publishing

Published: 2013

Total Pages: 537

ISBN-13: 1466976705

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This book is concerned with the steady state hydraulics of natural gas and other compressible fluids being transported through pipelines. Our main approach is to determine the flow rate possible and compressor station horsepower required within the limitations of pipe strength, based on the pipe materials and grade. It addresses the scenarios where one or more compressors may be required depending on the gas flow rate and if discharge cooling is needed to limit the gas temperatures. The book is the result of over 38 years of the authors' experience on pipelines in North and South America while working for major energy companies such as ARCO, El Paso Energy, etc.


Modeling, Simulation and Optimization of Complex Processes

Modeling, Simulation and Optimization of Complex Processes

Author: Hans Georg Bock

Publisher: Springer Science & Business Media

Published: 2005-02-14

Total Pages: 612

ISBN-13: 9783540230274

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This proceedings volume contains a selection of papers presented at the symposium "International Conference on High Performance Scientific Computing'' held at the Hanoi Institute of Mathematics of the Vietnam National Center for Natural Science and Technology (NCST), March 10-14, 2003. The conference has been organized by the Hanoi Institute of Mathematics, SFB 359 ''Reactive Flows, Transport and Diffusion'', Heidelberg, Ho Chi Minh City University of Technology and Interdisciplinary Center for Scientific Computing (IWR), Heidelberg. The contributions cover the broad interdisciplinary spectrum of scientific computing and present recent advances in theory, development of methods, and applications in practice. Subjects covered are mathematical modelling, numerical simulation, methods for optimization and optimal control, parallel computing, symbolic computing, software development, applications of scientific computing in physics, chemistry, biology and mechanics, environmental and hydrology problems, transport, logistics and site location, communication networks, production scheduling, industrial and commercial problems.


Evaluating Gas Network Capacities

Evaluating Gas Network Capacities

Author: Thorsten Koch

Publisher: SIAM

Published: 2015-03-17

Total Pages: 368

ISBN-13: 1611973686

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"This book deals with a simple sounding question whether a certain amount of gas can be transported by a given pipeline network. While well studied for a single pipeline, this question gets extremely difficult if we consider a meshed nation wide gas transportation network, taking into account all the technical details and discrete decisions, as well as regulations, contracts, and varying demand. This book describes several mathematical models to answer these questions, discusses their merits and disadvantages, explains the necessary technical and regulatory background, and shows how to solve this question using sophisticated mathematical optimization algorithms."--


Optimization Problems in Natural Gas Transportation Systems. A State-of-the-art Review

Optimization Problems in Natural Gas Transportation Systems. A State-of-the-art Review

Author:

Publisher:

Published: 2015

Total Pages: 20

ISBN-13:

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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.


Natural Gas Transmission and Distribution Business

Natural Gas Transmission and Distribution Business

Author: Pramod Paliwal

Publisher: CRC Press

Published: 2019-02-04

Total Pages: 188

ISBN-13: 0429942931

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The natural gas business consists of two major aspects, sourcing and transportation, and distribution has been a growing area of interest to industry, government and academia. With the emphasis on promoting natural gas sector, there is an increasing need to have a well documented book that deals with the business issues, particularly the transportation and distribution of this sector, specifically aimed at petroleum engineers and professionals. This book fills this gap to provide structured material that deals with managerial and regulatory aspects with an applied technical perspective wherever needed.


Evaluating Gas Network Capacities

Evaluating Gas Network Capacities

Author: Thorsten Koch

Publisher: SIAM

Published: 2015-03-17

Total Pages: 368

ISBN-13: 1611973694

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This book addresses a seemingly simple question: Can a certain amount of gas be transported through a pipeline network? The question is difficult, however, when asked in relation to a meshed nationwide gas transportation network and when taking into account the technical details and discrete decisions, as well as regulations, contracts, and varying demands, involved. This book provides an introduction to the field of gas transportation planning and discusses in detail the advantages and disadvantages of several mathematical models that address gas transport within the context of its technical and regulatory framework, shows how to solve the models using sophisticated mathematical optimization algorithms, and includes examples of large-scale applications of mathematical optimization to this real-world industrial problem. Readers will also find a glossary of gas transport terms, tables listing the physical and technical quantities and constants used throughout the book, and a reference list of regulation and gas business literature.