An Optimization Model for 3D Pipe Routing with Flexibility Constraints View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2017

AUTHORS

Gleb Belov , Tobias Czauderna , Amel Dzaferovic , Maria Garcia de la Banda , Michael Wybrow , Mark Wallace

ABSTRACT

Optimizing the layout of the equipment and connecting pipes that form a chemical plant is an important problem, where the aim is to minimize the total cost of the plant while ensuring its safety and correct operation. The complexity of this problem is such that it is still solved manually, taking multiple engineers several years to complete. Most research in this area focuses on the simpler subproblem of placing the equipment, while the approaches that take pipe routing into account are either based on heuristics or do not consider sufficiently realistic scenarios. Our work presents a new model of the pipe routing subproblem that integrates realistic requirements, such as flexibility constraints, and aims for optimality while solving the largest problem instance considered in the literature. The model is being developed in collaboration with Woodside Energy Ltd. for their Liquefied Natural Gas plants, and is implemented in the high-level modeling language MiniZinc. The use of MiniZinc has both reduced the amount of time required to develop the model, and allowed us to easily experiment with different solvers. More... »

PAGES

321-337

References to SciGraph publications

  • 2016. Improved Linearization of Constraint Programming Models in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING
  • 2016. Constraint Programming Approach for Spatial Packaging Problem in INTEGRATION OF AI AND OR TECHNIQUES IN CONSTRAINT PROGRAMMING
  • 2007. MiniZinc: Towards a Standard CP Modelling Language in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING – CP 2007
  • 2010-07. Philosophy of the MiniZinc challenge in CONSTRAINTS
  • 2010. Evolutionary Approaches to the Three-dimensional Multi-pipe Routing Problem: A Comparative Study Using Direct Encodings in EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION
  • 2000-09. Packing small boxes into a big box in MATHEMATICAL METHODS OF OPERATIONS RESEARCH
  • 2008. Search Strategies for Rectangle Packing in PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING
  • 2007-03. Global Constraint Catalogue: Past, Present and Future in CONSTRAINTS
  • Book

    TITLE

    Principles and Practice of Constraint Programming

    ISBN

    978-3-319-66157-5
    978-3-319-66158-2

    Author Affiliations

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-66158-2_21

    DOI

    http://dx.doi.org/10.1007/978-3-319-66158-2_21

    DIMENSIONS

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