Optimal reliability allocation of heterogeneous components in pharmaceutical production plant

被引：2

作者：

Aqel, Ibrahim ^{[1
]}

Mellal, Mohamed Arezki ^{[1
]}

机构：

[1] M Hamed Bougara Univ, Fac Technol, LMSS, Boumerdes, Algeria

来源：

INTERNATIONAL JOURNAL OF INTERACTIVE DESIGN AND MANUFACTURING - IJIDEM | 2023年 / 17卷 / 04期

关键词：

COVID-19; Pharmaceutical plant; Reliability allocation; Heterogeneous components; Grey wolf optimizer-shuffled frog-leaping algorithm-adaptive particle swarm optimization; REDUNDANCY OPTIMIZATION; ALGORITHM; SEARCH;

D O I：

10.1007/s12008-023-01256-1

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

The COVID-19 pandemic and competitiveness pressure the pharmaceutical companies to acquire systems designed to be as reliable as possible. The present paper aims to optimize the design of a pharmaceutical plant through the reliability allocation of heterogeneous components under the design constraints. The problem is solved by resorting to three nature-inspired algorithms of artificial intelligence (AI): grey wolf optimizer (GWO), shuffled frog-leaping algorithm (SFLA), and adaptive particle swarm optimization (ADAP-PSO). A penalty function is implemented to handle the constraints and the results obtained are compared.

引用

页码：1711 / 1720

页数：10

共 50 条

[31] On the optimal allocation of components within coherent systems
Bhattacharya, Debasis
Samaniego, Francisco J.
STATISTICS & PROBABILITY LETTERS, 2008, 78 (07) : 938 - 943
[32] OPTIMAL ALLOCATION OF REDUNDANT COMPONENTS FOR LARGE SYSTEMS
BULFIN, RL
LIU, CY
IEEE TRANSACTIONS ON RELIABILITY, 1985, 34 (03) : 241 - 247
[33] More on optimal allocation of components in coherent systems
Meng, FC
JOURNAL OF APPLIED PROBABILITY, 1996, 33 (02) : 548 - 556
[34] Pharmaceutical production by plant shoot cultures
Anon
Agricell Report, 2001, 37 (04):
[35] Novel plant reactors for pharmaceutical production
Liu, Chunzhao
Weathers, Pamela J.
IN VITRO CELLULAR & DEVELOPMENTAL BIOLOGY-ANIMAL, 2008, 44 : S5 - S5
[36] OPTIMAL IN RELIABILITY OF ALLOCATION OF STANDBY SYSTEMS CONSISTING OF ELEMENTS OF DIFFERENT RELIABILITY
REVYAKOV, MI
SOVIET JOURNAL OF COMPUTER AND SYSTEMS SCIENCES, 1989, 27 (02): : 74 - 77
[37] Resource Allocation for Reliability of a Complex System with Aging Components
Anderson-Cook, Christine M.
Graves, Todd L.
Hamada, Michael S.
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2009, 25 (04) : 481 - 494
[38] Reliability Optimization in Plant Production
V. A. Pepelyaev
A. N. Golodnikov
N. A. Golodnikova
Cybernetics and Systems Analysis, 2022, 58 : 191 - 196
[39] Reliability Optimization in Plant Production
Pepelyaev, V. A.
Golodnikov, A. N.
Golodnikova, N. A.
CYBERNETICS AND SYSTEMS ANALYSIS, 2022, 58 (02) : 191 - 196
[40] Optimal buffer allocation in production lines
Shi, LY
Men, S
IIE TRANSACTIONS, 2003, 35 (01) : 1 - 10

← 1 2 3 4 5 →