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Multiobjective control structure design: A branch and bound approach

หน่วยงาน Nanyang Technological University, Singapore

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ชื่อเรื่อง : Multiobjective control structure design: A branch and bound approach
นักวิจัย : Kariwala, Vinay , Cao, Yi
คำค้น : DRNTU::Engineering::Chemical engineering
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2555
อ้างอิง : Kariwala, V., & Cao, Y. (2012). Multiobjective control structure design: A branch and bound approach. Industrial & engineering chemistry research, 51(17), 6064-6070. , 0888-5885 , http://hdl.handle.net/10220/16754 , http://dx.doi.org/10.1021/ie201510c
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Industrial & engineering chemistry research
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

Control structure design traditionally involves two steps of selections, namely the selection of controlled and manipulated variables and the selection of pairings interconnecting these variables. The available criteria for both selections require enumeration of every alternative. Hence, an exhaustive search can be computationally forbidding for large-scale processes. On the other hand, owing to the computational complexity, variables and pairings are often selected sequentially, which may result in suboptimal control structures. In this paper, an efficient branch and bound (BAB) method is proposed to select the variables and pairings together in a multiobjective optimization framework. As an illustration of the proposed multiobjective BAB framework, the minimum singular value rule and the μ-interaction measure are used as the criteria for selection of controlled variables and pairings, respectively. Numerical tests using randomly generated matrices and the large-scale case study of hydrodealkylation of toluene (HDA) process show that the BAB method is able to reduce the solution time by several orders of magnitude in comparison with exhaustive search.

บรรณานุกรม :
Kariwala, Vinay , Cao, Yi . (2555). Multiobjective control structure design: A branch and bound approach.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Kariwala, Vinay , Cao, Yi . 2555. "Multiobjective control structure design: A branch and bound approach".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Kariwala, Vinay , Cao, Yi . "Multiobjective control structure design: A branch and bound approach."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print.
Kariwala, Vinay , Cao, Yi . Multiobjective control structure design: A branch and bound approach. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.