4.5 Article

Optimized production planning model for a multi-plant cultivation system under uncertainty

Journal

ENGINEERING OPTIMIZATION
Volume 47, Issue 2, Pages 204-220

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/0305215X.2014.881809

Keywords

multi-plant; production plan; uncertainty; collaborative cultivation

Funding

  1. National High Technology Research and Development Programme (863) of China [2012AA101903, 2013AA103006]
  2. transformation project of the national agricultural science and technology achievements [2012GB2C000142]
  3. Science and Technology Commission of Shanghai Municipality Programme [11dz1960203]
  4. Shanghai Graduate Education and Innovation Programme (Horticulture)

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An inexact multi-constraint programming model under uncertainty was developed by incorporating a production plan algorithm into the crop production optimization framework under the multi-plant collaborative cultivation system. In the production plan, orders from the customers are assigned to a suitable plant under the constraints of plant capabilities and uncertainty parameters to maximize profit and achieve customer satisfaction. The developed model and solution method were applied to a case study of a multi-plant collaborative cultivation system to verify its applicability. As determined in the case analysis involving different orders from customers, the period of plant production planning and the interval between orders can significantly affect system benefits. Through the analysis of uncertain parameters, reliable and practical decisions can be generated using the suggested model of a multi-plant collaborative cultivation system.

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