Optimal Design of Multi-product Batch Plants Using a Parallel

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  • Planning and scheduling of multistage multiproduct batch

    Sep 08, 2011 · Optimal synthesis of multiproduct batch plants with cyclic scheduling and inventory considerations. Industrial & Engineering Chemistry Research, 32, 1962–1980. Article Google Scholar Wellons, M. C., & Reklaitis, G. V. (1991a). Scheduling of multipurpose batch chemical plants. 1. Formation of single-product campaigns.

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  • A GPU parallelization of branch-and-bound for multiproduct

    We address a practice-relevant optimization problem: optimizing multi-product batch plants, with a real-world use case study – optimal design of chemical-engineering systems. Our contribution is a novel approach to parallelizing this optimization problem on GPU (Graphics Processing Units) by combining two metaheuristics – Simulated Annealing (SA) and Ant Colony Optimization (ACO).

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  • Multi-objective process design in multi-purpose batch

    Apr 15, 2004 · 1. Introduction1.1.. Batch process designSpeciality chemicals and pharmaceutical products are typically produced in batch processes. Corresponding plants are often classified as multiproduct batch plants, in which every product follows the same sequence through all the process steps, or as multi-purpose batch plants, in which each product follows its own distinct processing sequence by using

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  • Efficient GPU-parallelization of batch plants design using

    Up to12%cash back · Jul 25, 2015 · The contributions of this paper are as follows: (1) we develop two basic implementations (iterative and recursive) of B&B on systems with GPUs for a practical application scenario - optimal design of multi-product batch plants; (2) we propose and implement several optimizations of our CUDA code using both algorithmic techniques of reducing

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  • Comparison of particle swarm optimization and genetic

    Borisenko A, Kegel P, Gorlatch S. Optimal design of multi-product batch plants using a parallel branch-and-bound method. In: Malyshkin V, editor. Berlin: Springer; 2011:417–430. Hasebe S. Optimal scheduling and minimum storage tank capacities in a process system with parallel batch units. Computers & Chemical Engineering. 1998;3(4):185–195.

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  • Optimal design of multi-purpose batch chemical plants

    Up to12%cash back · Jun 14, 2016 · In this paper, we parallelize B&B and illustrate it with a practical application—the optimal selection of equipment for multi-product batch plants . We develop and evaluate an implementation of B&B on a CPU-GPU system using the CUDA programming environment [ 13 ] in two versions—an iterative and a recursive one—and we describe their optimizations, as well as compare …

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  • Environmental impact considerations in the optimal design

    Jul 24, 1997 · This work extends the MEI methodology to the design and scheduling of batch processes. The paper is structured as follows. First, particular issues pertaining to the design and operation of multipurpose/multi- product batch plants and their relation to waste genera- tion and environmental impact assessment are identified.

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  • Planning and scheduling of multistage multiproduct batch

    Sep 08, 2011 · Optimal synthesis of multiproduct batch plants with cyclic scheduling and inventory considerations. Industrial & Engineering Chemistry Research, 32, 1962–1980. Article Google Scholar Wellons, M. C., & Reklaitis, G. V. (1991a). Scheduling of multipurpose batch chemical plants. 1. Formation of single-product campaigns.

    GET A QUOTE
  • Parallelizing Metaheuristics for Optimal Design of

    optimal selection of chemical equipment for multi-product batch plants. This kind of plants manufactures a number of related products using the same equipment in (almost) the same operation sequence. There is a great deal of interest in the manufacture of fine chemicals, pharmaceutical products, polymers, and food and beverages using batch

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  • Optimal Solutions of Multiproduct Batch Chemical Process

    Optimal design problem are widely known by their multiple performance measures that are often competing with each other. In this paper, an optimal multiproduct batch chemical plant design is presented. The design is firstly formulated as a multiobjective optimization problem, to be solved using the well suited non dominating sorting genetic algorithm (NSGA-II).

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  • Design of single-product campaign batch plants under

    fications involving multiple processing steps in the same pro- cessing plant (Rippin, 1993). In this article, we consider the optimal design of multiproduct batch plants operating in sin- gle-product campaign (SPC) mode under product demand uncertainty. The defining feature of the SPC production mode

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  • (PDF) OPTIMAL MULTIPERIOD DESIGN AND OPERATION OF

    The problem of retrofit design of multiproduct batch plants is considered in which the optimal addition of equipment to an existing plant must be determined in view of changes in the product demands.

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  • Optimal Design of Batch-Storage Network by Using Periodic

    The optimal design of batch-storage network by using periodic square wave model provides analytical lot sizing equations for a complex supply chain network characterized as multi-supplier, multi

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  • Simultaneous Design and Scheduling of Multipurpose Plants

    Dec 16, 2004 · A rule-based genetic algorithm for the scheduling of single-stage multi-product batch plants with parallel units. Computers & Chemical Engineering 2008, 32 (12), 3067-3083. DOI: 10.1016/j.compchemeng.2008.04.008. Ana Paula Barbosa-Póvoa. A critical review on the design and retrofit of batch plants.

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  • Efficient GPU-parallelization of batch plants design using

    We address a practice-relevant optimization problem: optimizing multi-product batch plants, with a real-world use case study – optimal design of chemical-engineering systems. Our contribution is a novel approach to parallelizing this optimization problem on GPU (Graphics Processing Units) by combining two metaheuristics – Simulated

    GET A QUOTE
  • Optimal Solutions of Multiproduct Batch Chemical Process

    Optimal design problem are widely known by their multiple performance measures that are often competing with each other. In this paper, an optimal multiproduct batch chemical plant design is presented. The design is firstly formulated as a multiobjective optimization problem, to be solved using the well suited non dominating sorting genetic algorithm (NSGA-II).

    GET A QUOTE
  • Environmental impact considerations in the optimal design

    Jul 24, 1997 · This work extends the MEI methodology to the design and scheduling of batch processes. The paper is structured as follows. First, particular issues pertaining to the design and operation of multipurpose/multi- product batch plants and their relation to waste genera- tion and environmental impact assessment are identified.

    GET A QUOTE
  • Efficient GPU-parallelization of batch plants design using

    Batch plants are economically very attractive for pro- ducing multiple products using the same set of equipment. These plants have generally been divided (Rippin, 1983) into two categories; multiproduct and multipurpose. In a multiproduct plant, only one product is produced at a time, and all products follow essentially the same path (the

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  • Multiproduct Batch Process Scheduling – PDF Download

    The proposed model allows not only finding the optimal plant structure (unit sizes and its duplication in parallel in each stage), but also the production planning in every time period as well as number and optimal sequence of batches in each campaign. 29, 2242 (1990). Faqir N.M and Karimi I.A., "Optimal Design of Batch Plants with

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  • 1989, 28, 1191 Optimal Design of Batch Plants with Single

    Batch plants are economically very attractive for pro- ducing multiple products using the same set of equipment. These plants have generally been divided (Rippin, 1983) into two categories; multiproduct and multipurpose. In a multiproduct plant, only one product is produced at a time, and all products follow essentially the same path (the

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