A two-stage solution approach for unequal area facility layout problem with bi-directional relaxed flexible bay structure

IF 2.2 Q3 MANAGEMENT Journal of Facilities Management Pub Date : 2022-04-04 DOI:10.1108/jfm-09-2021-0097
Irappa Basappa Hunagund, Madhusudanan Pillai, Kempaiah U.N.
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Abstract

Purpose The purpose of this article is to develop a bi-directional relaxed flexible bay structure (BRFBS) in the layout for the unequal area facility layout problems (UA-FLPs) and test the suitability of the proposed approach using literature data. Design/methodology/approach This research adopts a two-stage solution approach for UA-FLPs to form BRFBS in the layout. The solution to UA-FLPs is carried out in discrete space. The proposed heuristic method optimises the layout plan for minimising the material handling cost (MHC), and also, it indirectly optimises the space utilisation by reducing the empty space in the layout. The first stage of layout design assumes that all facilities are equal in size and uses quadratic assignment problem (QAP) model. QAP is solved with a simulated annealing heuristic method. In the second stage, a heuristic method is proposed to find the optimum width for each bay and the dimension for facilities. The proposed heuristic method is tested with numerical data available in the literature. Results are compared with the results obtained by layout planning software, and with the simulated annealing algorithm for flexible bay structure (SA-FBS) heuristic procedure for continuous space UA-FLPs. Findings The proposed two-stage solution approach gives the BRFBS for the UA-FLPs. BRFBS helps to create proper aisle structure in the layout plan. The layout configuration and solution of the proposed method is better than the layout planning software solution and SA-FBS solution. The application of the proposed heuristic method to case data gave lesser MHC, better space utilisation and better aisle formation than the existing layout. Research limitations/implications The proposed approach has the limitation that it can be applied only to UA-FLPs solved in discrete space. When the UA-FLPs are solved in continuous space, then it is not possible to make application of this approach to form bi-directional relaxed flexible bays in the layout plan. Practical implications Most of the modern industries are automated, and they use material handling equipment (MHE) like automated guided vehicles (AGVs). Design of layout plans that help to create proper aisle structure for AGV’s in the layout plan is a challenging to the researchers. The BRFBS configuration is more suitable in the flexible manufacturing system where AGVs are used for material transportation. Originality/value This paper proposes a novel two-stage heuristic method for solving the UA-FLPs in discrete space. The proposed approach generates a BRFBS in the layout plan. The BRFBS helps to create a proper aisle structure suitable for better material handling operations. Hence, this type of layout helps in easy interaction of the MHE (e.g. AGVs) with the boundaries of the facilities touching the aisle.
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非等面积设施布置问题的两阶段求解方法
目的针对不均匀面积设施布局问题(UA-FLPs),提出一种双向松弛柔性湾结构(BRFBS),并利用文献数据验证该方法的适用性。设计/方法/方法本研究采用两阶段解决UA-FLPs在布局中形成BRFBS的方法。在离散空间中求解UA-FLPs。提出的启发式方法优化布局方案,以最小化物料搬运成本(MHC),并通过减少布局中的空白空间间接优化空间利用率。布置设计的第一阶段假设所有设施的大小相等,采用二次分配问题(QAP)模型。采用模拟退火启发式方法求解QAP。在第二阶段,提出了一种启发式方法来确定每个海湾的最佳宽度和设施的尺寸。用文献中的数值数据对所提出的启发式方法进行了验证。结果与布局规划软件的结果进行了比较,并与柔性凸台结构模拟退火算法(SA-FBS)的连续空间UA-FLPs启发式程序进行了比较。所提出的两阶段解决方法给出了UA-FLPs的BRFBS。BRFBS有助于在布局图中创建合适的通道结构。该方法的布局配置和解决方案优于布局规划软件方案和SA-FBS方案。与现有布局相比,将启发式方法应用于案例数据可以获得更小的MHC,更好的空间利用率和更好的通道形成。研究局限/启示所提出的方法的局限性是它只能应用于在离散空间中求解的UA-FLPs。当在连续空间中求解UA-FLPs时,不可能应用该方法在布置图中形成双向松弛柔性槽。大多数现代工业都是自动化的,他们使用自动导引车(agv)等物料搬运设备(MHE)。如何在布局图中为AGV设计合适的通道结构是研究人员面临的一个挑战。BRFBS配置更适合于柔性制造系统中使用agv进行物料输送的情况。提出了一种求解离散空间中UA-FLPs问题的两阶段启发式方法。建议的方法在布局图中生成BRFBS。BRFBS有助于创建适合于更好的物料搬运操作的适当通道结构。因此,这种类型的布局有助于MHE(例如agv)与接触通道的设施边界的轻松交互。
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来源期刊
CiteScore
4.30
自引率
15.80%
发文量
56
期刊介绍: Journal of Facilities Management is a strategic level journal for Heads of Facilities and Corporate Real Estate. Guided by its international and expert Editorial Board, Journal of Facilities Management publishes high-quality, authoritative, and detailed analysis, briefings and case studies on how facilities can and do play a vital part in helping deliver corporate strategy. This quarterly publication features contributions from leading practitioners and thinkers in the field of Facilities Management, from some of the leading companies, government institutions, and universities in the world. The journal features a combination of theoretical and practical articles, complemented by a wide range of case studies and regular features, identifying key implications for senior practitioners in Facilities Management.
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