Facilities Planning and Plant Layout

Chapter 1
Foundations of Facilities Planning

Post Graduate Program in Production Management
Facilities Planning and Plant Layout   •   Post Graduate

1. Foundations of Facilities Planning

Introduction and Context

Facilities planning is the systematic process of determining how physical resources should be located, arranged, developed, and managed to support organizational objectives. It applies to manufacturing plants, warehouses, distribution centres, offices, hospitals, laboratories, ports, retail establishments, public infrastructure, and service facilities. Although the subject is often associated with plant layout, layout is only one component of a wider managerial problem. Facilities planning also concerns location, capacity, material flow, information flow, people, technology, safety, flexibility, sustainability, and long-term strategic alignment.

A facility is not merely a building containing machines. It is an operating system in which products or customers, materials, information, employees, equipment, utilities, and supporting services interact. A poorly planned facility may have expensive equipment and capable employees yet experience excessive movement, congestion, delays, unsafe conditions, poor space utilization, and unreliable delivery. Conversely, a well-planned facility can reduce non-value-adding activity, improve responsiveness, support quality, and create a safer and more adaptable workplace.

The importance of facilities planning becomes particularly visible when organizations introduce new products, increase volume, adopt automation, consolidate operations, relocate activities, or respond to changes in markets and technology. Decisions made during planning frequently commit large amounts of capital and influence operating costs for many years. Consequently, facilities planning is both an engineering activity and a strategic management activity.

Learning Objectives

After studying this chapter, the learner should be able to:

1. Explain the meaning, scope, and strategic significance of facilities planning.

2. Distinguish among facility, plant, layout, location, capacity, and material-handling concepts.

3. Describe the relationship among product, process, people, equipment, space, and strategy.

4. Differentiate strategic, tactical, and operational planning horizons.

5. Apply relevant performance measures to evaluate a facility system.

6. Identify major planning approaches, trade-offs, risks, and professional responsibilities.

7. Use a systems perspective to analyse facility-planning decisions.

The Facility as an Operating System

A facility may be understood as a transformation system. Inputs such as raw materials, components, labour, capital, energy, data, and customer requirements are converted into outputs such as finished products, services, information, and customer experiences. The transformation is performed through a network of processes supported by buildings, equipment, people, utilities, storage areas, transport routes, control systems, and managerial policies.

This systems view prevents a common error: optimizing one part of the facility while damaging total performance. For example, a department may reduce its local handling cost by producing large batches, but the resulting inventory may increase congestion and delay downstream operations. Similarly, installing a fast machine may improve processing time while creating a bottleneck at inspection or packing. Facilities planning therefore examines interactions rather than isolated resources.

A facility system usually contains the following flows:

  • Material flow: movement, transformation, storage, and protection of physical items.
  • People flow: movement of operators, supervisors, maintenance staff, customers, and visitors.
  • Information flow: orders, schedules, specifications, signals, records, and performance data.
  • Energy and utility flow: electricity, water, compressed air, steam, ventilation, and waste streams.
  • Financial and decision flow: budgets, authorizations, priorities, and performance feedback.

An effective design seeks appropriate flow patterns, not simply the shortest physical distance. A short route that crosses pedestrian traffic, requires frequent manual handling, or creates quality risks may be inferior to a slightly longer but safer and more controllable route.

Core Terminology

A facility is the physical and organizational setting in which production, service, storage, distribution, or support activities occur. A plant generally refers to a manufacturing facility, although the term is sometimes used broadly. Facilities planning includes the location, layout, capacity, expansion, and improvement of facilities. Plant layout is the physical arrangement of departments, workstations, machines, storage areas, service areas, and movement paths within a facility.

Location concerns the geographical position of a facility in relation to markets, suppliers, labour, infrastructure, regulations, and other strategic factors. Capacity is the maximum productive capability of a resource or system under specified conditions. Space planning determines the amount and configuration of area required for operations, circulation, storage, services, safety, and future growth.

Material handling encompasses the movement, protection, storage, and control of materials throughout the facility. It includes manual handling, conveyors, vehicles, cranes, automated storage and retrieval systems, robots, and digital control systems. Work-in-process inventory consists of items that have entered production but are not yet finished. Throughput is the rate at which a system completes acceptable output. Cycle time is the elapsed time required to complete a unit or process, whereas flow time is the total time a unit spends in the system, including waiting and movement.

A bottleneck is a resource whose constrained capacity limits the output of the system. Takt time expresses the rate of production required to match customer demand and is commonly calculated as available production time divided by required output. Utilization is the proportion of available capacity being used. High utilization is not automatically desirable: when variability is present, operating continuously near full capacity can produce long queues and poor responsiveness.

Flexibility is the ability of a facility to accommodate changes in product, volume, mix, technology, routing, or expansion. Modularity is the use of separable units or standardized interfaces that make modification easier. Maintainability refers to the ease and speed with which equipment and facilities can be inspected, serviced, repaired, or restored. Resilience is the ability to withstand disruption, recover performance, and adapt to changed conditions.

The Strategic Logic of Facilities Planning

Facilities decisions should derive from business and operations strategy. A firm competing primarily on low cost may emphasize efficient flow, high asset utilization, standardization, and economical location. A firm competing on rapid delivery may prioritize proximity to customers, short flow paths, postponement capability, and flexible capacity. A firm competing on customization may require cellular or functional arrangements, versatile equipment, skilled employees, and information visibility. A company competing through superior quality may design facilities to prevent errors, control environmental conditions, simplify inspection, and support traceability.

The relationship can be expressed as a chain:

Competitive strategy → operations strategy → product and process choices → facility requirements → layout and resource decisions → performance outcomes.

The chain is not one-directional. Existing facilities constrain strategic possibilities, and a new facility may enable a new strategy. For example, a highly automated plant may support consistent quality and low unit cost at high volume but may be unsuitable for frequent product changes. Strategic fit therefore requires examining both present needs and future scenarios.

A useful planning question is not “What is the best layout?” but “What facility configuration best supports the organization’s intended pattern of value creation under relevant uncertainty?” The answer depends on demand, product characteristics, process technology, labour capability, regulatory obligations, financial limits, and the expected life of the facility.

Product, Process, People, Equipment, Space, and Strategy

The six operational elements—product, process, people, equipment, space, and strategy—are interdependent.

Product

Product characteristics influence the sequence, scale, precision, and environmental requirements of operations. Large or heavy products may require fixed-position arrangements, cranes, and extensive staging areas. Small standardized products may be suitable for product-flow lines. Fragile, hazardous, temperature-sensitive, or contamination-sensitive products require specialized zoning, controlled access, and appropriate utilities. Product variety often increases routing complexity, changeover requirements, and the need for flexible workstations.

Process

Process choice describes how work is organized and how transformation occurs. Project processes handle unique, large-scale outputs. Job shops use general-purpose resources for varied low-volume work. Batch processes produce groups of similar items. Repetitive or assembly-line processes support relatively stable, high-volume flows. Continuous processes operate with highly standardized, uninterrupted flow, often involving liquids, gases, or bulk materials.

The process type strongly influences layout. A product layout arranges resources according to the sequence of operations and is appropriate when volume and routing stability are high. A process or functional layout groups similar machines or skills together and is appropriate when variety and routing differences are significant. A cellular layout groups dissimilar resources to serve a family of products with similar processing requirements. A fixed-position layout keeps the product stationary while people, tools, and materials move to it.

These categories are not absolute. Many facilities use hybrid arrangements, such as functional departments feeding product-focused cells, or fixed-position construction supported by centralized fabrication areas.

People

People operate, supervise, maintain, improve, and govern the facility. Their physical movement, cognitive workload, communication needs, skill levels, and safety must be incorporated into planning. A layout that minimizes machine-to-machine distance but forces awkward postures, excessive walking, or unsafe interaction is poorly designed.

Employee involvement is also a source of knowledge. Operators often understand minor stoppages, quality risks, informal routes, and maintenance constraints that are absent from formal records. Participatory planning improves practicality and acceptance, although decision rights and technical evaluation must remain clear. Human factors include ergonomics, visibility, lighting, noise, thermal conditions, emergency access, training, and psychological ownership of the workplace.

Equipment

Equipment selection and placement influence capacity, quality, maintenance, energy consumption, flexibility, and risk. Planners must consider not only the machine footprint but also loading zones, operator access, maintenance clearance, utilities, tooling, inspection, waste removal, noise, vibration, and future replacement. A technically advanced machine may be inappropriate if it requires scarce skills, creates a bottleneck, or cannot be integrated with existing information systems.

Space

Space includes production areas, aisles, storage, offices, laboratories, utilities, welfare facilities, receiving, dispatch, maintenance, quality control, waste handling, emergency routes, and expansion reserves. Space is a scarce resource, but maximum occupancy is not the objective. Adequate clearances and logical adjacencies are necessary for safety, access, flow, and flexibility. Space requirements should be based on operating policies and scenarios rather than on equipment footprints alone.

Strategy

Strategy determines which trade-offs are acceptable. A facility intended to support rapid new-product introduction may deliberately retain unused capacity and modular space. A facility operating in a mature, price-sensitive market may prioritize density and standardization. Strategy also determines the value placed on redundancy, local sourcing, sustainability, employee experience, and resilience.

Planning Horizons and Levels of Decision

Facilities planning operates across three connected horizons.

Strategic planning usually covers several years or the expected life of major assets. It addresses network configuration, facility location, ownership or leasing, broad capacity, technology direction, expansion, sustainability, and resilience. Strategic decisions are difficult to reverse and often involve large capital commitments.

Tactical planning translates strategic intent into facility concepts. It addresses departmental relationships, process selection, equipment groups, storage policies, staffing assumptions, utilities, material-handling systems, and preliminary layouts. Tactical decisions may be revised more easily than location decisions but still affect major investment.

Operational planning concerns day-to-day and short-term use of the facility. It includes workstation assignment, dispatching, aisle control, temporary storage, replenishment, maintenance access, safety procedures, and responses to disruptions. Operational improvements can often be implemented without structural change, but they cannot fully compensate for a fundamentally unsuitable facility.

The horizons interact. A temporary storage decision may become permanent; a tactical layout may restrict future expansion; and an operational workaround may conceal a strategic capacity problem. Effective governance therefore establishes review points and maintains a facilities master plan.

Approaches to Facilities Planning

Facilities planning commonly follows an iterative sequence rather than a purely linear procedure. The planner first clarifies objectives, scope, constraints, stakeholders, and decision criteria. Next, relevant data are collected: product quantities, routings, demand scenarios, processing times, equipment dimensions, staffing, inventory policies, utilities, regulatory requirements, and expected growth.

The planning team then analyses relationships among activities. Quantitative techniques may include from-to charts, load-distance analysis, travel-frequency calculations, capacity models, queueing approximations, simulation, and cost analysis. Qualitative tools may include relationship charts, adjacency ratings, interviews, risk workshops, and value-stream analysis.

Alternative concepts are developed and screened against cost, flow, safety, quality, flexibility, maintainability, sustainability, and strategic fit. Promising alternatives are tested under demand and disruption scenarios. A selected concept is then detailed, implemented, commissioned, and monitored. Post-implementation review is essential because assumptions may have changed and benefits may not arise automatically.

Two complementary principles guide the work. The systematic layout planning tradition emphasizes relationships, space requirements, development of layout alternatives, evaluation, and implementation. Lean facilities planning emphasizes elimination of unnecessary movement, inventory, waiting, overprocessing, defects, and unsafe work. Neither approach should be treated as a universal formula. Lean flow without adequate resilience can be fragile, while elaborate optimization based on inaccurate data can produce false precision.

Measuring Facility Performance

Performance measures should reflect the purpose of the facility and the trade-offs among competing objectives. Common measures include:

  • throughput and output rate;
  • lead time, flow time, and order-to-delivery time;
  • distance travelled and material-handling cost;
  • work-in-process inventory and queue length;
  • space utilization and storage density;
  • equipment utilization, availability, and overall equipment effectiveness;
  • schedule adherence and on-time delivery;
  • first-pass yield, defects, damage, and rework;
  • labour productivity and ergonomic indicators;
  • energy use, waste, emissions, and resource intensity;
  • accident frequency, near misses, and emergency-route compliance;
  • flexibility, changeover time, and recovery time after disruption.

No single measure is sufficient. A layout can achieve high space utilization while increasing travel and congestion. It can minimize travel while reducing access for maintenance. It can improve utilization while increasing lead time. A balanced scorecard therefore combines cost, time, quality, safety, people, sustainability, and adaptability.

The distinction between local and system measures is especially important. A department’s utilization should not be maximized if doing so creates excessive work-in-process or starves another department. Similarly, the economic evaluation should include life-cycle cost: acquisition, installation, operation, maintenance, energy, training, modification, and eventual disposal.

Practical and Industry Applications

In manufacturing, facilities planning determines the relationship among receiving, stores, fabrication, assembly, testing, packaging, and dispatch. In warehousing, it governs dock placement, storage policy, picking routes, replenishment, automation, and order consolidation. In hospitals, it influences patient, staff, medicine, waste, and visitor flows, with infection control and privacy as critical constraints. In offices and knowledge-intensive organizations, it addresses collaboration, concentration, digital connectivity, meeting space, and employee well-being.

Service facilities often require special attention to customer perception. A bank, restaurant, clinic, or repair centre must plan both visible and backstage activities. The shortest employee route may conflict with privacy or customer comfort. Similarly, an airport or transport terminal must balance passenger flow, security, baggage movement, retail activity, and emergency evacuation.

Digital technologies increasingly support planning. Computer-aided layout tools allow rapid visualization and revision. Simulation can test queues, travel, staffing, and variability before construction. Digital twins connect a representation of the facility with operational data and can support scenario analysis. Sensors, warehouse-management systems, manufacturing-execution systems, and location technologies improve visibility of movement and utilization. Artificial intelligence may assist demand scenarios, anomaly detection, space classification, and layout search, but its recommendations remain dependent on data quality, modelling assumptions, explainability, and human review.

Illustrative Case: Reconfiguring a Growing Component Plant

Background

The following fictional case illustrates the reasoning involved in facilities planning. Meridian Components manufactures three families of industrial control modules. Demand has increased, product variety has expanded, and the original functional layout has gradually accumulated temporary storage areas.

Situation and Problem

The plant contains receiving, machining, surface treatment, assembly, testing, and dispatch departments. Materials travel long distances between departments, and routes frequently cross. Average flow time has increased even though processing time has remained relatively stable. Operators report congestion near inspection and finished-goods staging. Management is considering either adding another assembly line or redesigning the facility.

Analysis

The planning team begins by separating demand into product families and mapping actual routings rather than relying on documented procedures. It discovers that two product families share most machining and assembly steps, while the third requires specialized treatment and testing. From-to analysis shows that a significant proportion of movement occurs between machining, assembly, and inspection. However, the greatest delay occurs in queues before testing, not in transport alone.

The team also identifies three hidden constraints. First, inspection staff are shared across all product families. Second, finished-goods staging occupies space intended for internal movement. Third, maintenance access to two machines is inadequate, creating extended downtime during repairs. A simple “shortest-distance” layout would not address these issues.

Approach and Solution

Three alternatives are developed. The first expands the existing functional layout. The second creates a cellular arrangement for the two similar product families while retaining a specialized area for the third. The third introduces additional automation but leaves the overall arrangement unchanged.

The alternatives are evaluated using throughput, flow time, travel distance, safety, capital cost, maintainability, and growth flexibility. The selected concept creates a shared machining area feeding two product-focused cells, relocates inspection between assembly and dispatch, establishes controlled supermarkets for selected components, and reserves expansion space beside the cells. Testing capacity is increased in stages rather than through immediate purchase of a large system. Pedestrian routes are separated from material-vehicle routes, and maintenance clearances are marked as non-storage zones.

Outcome

In the illustrative scenario, the redesign reduces unnecessary travel and stabilizes flow, but its principal benefit comes from reducing queues before testing and controlling staging. The plant also gains clearer responsibility for each product family and better visibility of work-in-process. The case does not assume that layout alone solves every problem: scheduling discipline, inspection staffing, preventive maintenance, and inventory policies remain necessary.

Learning Points

The case demonstrates that facilities planning must begin with system diagnosis rather than a drawing exercise. Product families, bottlenecks, people, storage policies, safety, and future growth must be considered together. It also shows why a hybrid layout may be more suitable than a pure textbook type and why performance should be assessed after implementation.

Challenges, Risks, and Professional Responsibilities

Facilities planning is affected by uncertain demand, incomplete data, changing technology, construction constraints, labour availability, supply disruption, and organizational politics. Common mistakes include copying another facility without examining strategic differences, relying on nominal equipment dimensions, ignoring maintenance and utilities, underestimating aisles and staging, treating temporary storage as harmless, and evaluating alternatives only by initial capital cost.

Another risk is excessive precision. A model may produce a highly specific recommendation even though demand, routing, or processing-time data are uncertain. Sensitivity analysis and scenario testing are therefore more credible than a single forecast. Stakeholders should understand which assumptions drive the recommendation.

Ethical and regulatory responsibilities are central. The facility must comply with applicable building, fire, occupational health and safety, environmental, accessibility, hazardous-material, electrical, and industry-specific requirements. Designers must not sacrifice safe access, emergency egress, ergonomic conditions, or worker dignity to obtain a small space or cost saving. Data collected through sensors or employee-monitoring systems should be governed transparently, used proportionately, and protected against unauthorized access.

Sustainability requires more than installing efficient equipment. Location affects transport emissions; layout affects travel and handling; building design affects energy demand; process choice affects waste and resource consumption; and future adaptability affects the probability of premature demolition or replacement. A life-cycle perspective is necessary.

Emerging Directions and Best Practices

Current facilities planning increasingly addresses resilience, decarbonization, distributed production, e-commerce fulfilment, robotics, modular construction, and human–technology collaboration. Facilities may need to accommodate rapid product changes, regional supply networks, shared production, and recovery from disruptions. Automation is becoming more flexible through mobile robots, machine vision, collaborative robots, and software-defined control, but automation should be justified by process need rather than novelty.

Best practice is to:

1. Begin with strategic objectives and customer requirements.

2. Define the system boundary and include support activities, utilities, information, and waste.

3. Use reliable data and make assumptions explicit.

4. Involve operators, maintenance, quality, safety, finance, information technology, and supply-chain specialists.

5. Design for flow while protecting safety, access, quality, and resilience.

6. Evaluate alternatives using life-cycle cost and multiple performance measures.

7. Test demand, product-mix, staffing, and disruption scenarios.

8. Preserve adaptability through modularity, standard interfaces, and expansion options.

9. Commission the facility systematically and verify actual benefits.

10. Treat facilities planning as a continuing management process rather than a one-time project.

Chapter Summary

Facilities planning determines how location, capacity, buildings, equipment, people, space, flows, and technologies are configured to support organizational strategy. A facility is a transformation system involving material, people, information, energy, and decision flows. Product characteristics and process choice influence layout, while people, equipment, space, and strategic priorities determine whether a design is safe, efficient, flexible, and sustainable.

Strategic, tactical, and operational planning horizons must be coordinated. Product, process, people, equipment, space, and strategy form an interdependent design framework. Product, process, functional, cellular, fixed-position, and hybrid layouts provide alternative ways of organizing work, but no layout type is universally superior. Performance should be assessed through balanced measures covering flow, cost, quality, safety, people, sustainability, and resilience. Effective planning uses reliable data, stakeholder participation, scenario analysis, digital tools where appropriate, life-cycle evaluation, and continuous post-implementation learning.

Key Terms

Facility: Physical and organizational setting in which production, service, storage, or support activities occur.

Facilities planning: Systematic planning of facility location, capacity, layout, resources, development, and improvement.

Plant layout: Arrangement of departments, equipment, workstations, storage, services, and movement paths within a facility.

Location: Geographical position of a facility relative to markets, suppliers, labour, infrastructure, and regulation.

Capacity: Productive capability of a resource or system under specified conditions.

Material handling: Movement, storage, protection, and control of materials.

Throughput: Rate at which a system completes acceptable output.

Flow time: Total time a unit spends in a system, including processing, waiting, and movement.

Cycle time: Elapsed time required to complete a unit or process.

Bottleneck: Resource whose constrained capacity limits system output.

Takt time: Available production time divided by required customer output.

Utilization: Proportion of available capacity being used.

Flexibility: Ability to accommodate changes in product, volume, mix, routing, technology, or expansion.

Maintainability: Ease and speed of inspection, servicing, repair, and restoration.

Resilience: Ability to withstand disruption, recover, and adapt.

Product layout: Arrangement of resources according to the sequence of product operations.

Functional layout: Arrangement that groups similar machines, skills, or activities together.

Cellular layout: Arrangement that groups resources to serve a family of products with similar processing requirements.

Fixed-position layout: Arrangement in which the product remains stationary while resources move to it.

Digital twin: Data-connected representation of a physical facility used for monitoring, analysis, or scenario testing.

Review Questions

Short Answer Questions

1. Define facilities planning and distinguish it from plant layout.

2. What is the difference between cycle time and flow time?

3. Explain why high equipment utilization may increase lead time.

4. Identify the three planning horizons used in facilities planning.

5. What is a bottleneck, and why is it important in layout analysis?

Long Answer Questions

1. Explain the facility as a transformation system and discuss its major flows.

2. Compare product, functional, cellular, and fixed-position layouts, including the conditions under which each is appropriate.

3. Discuss the relationship among product, process, people, equipment, space, and strategy.

4. Describe a systematic approach to developing and evaluating facility alternatives.

5. Explain why facilities performance should be measured using a balanced set of operational, financial, human, environmental, and resilience indicators.

Analytical / Application Questions

1. A plant has reduced travel distance after rearranging machines, but work-in-process and waiting time have increased. Analyse possible causes and recommend additional measures.

2. A manufacturer expects high product variety, uncertain demand, and frequent engineering changes. Propose a facility concept and justify your choice of layout, equipment, space, and flexibility provisions.

3. Design an evaluation framework for choosing between expanding an existing facility and constructing a new one. State the criteria, data, scenarios, and governance issues you would include.

22. Multiple Choice Questions with Answers

Question 1

Which statement best describes facilities planning?

A. The selection of machines for a single production department

B. The systematic planning of location, capacity, layout, resources, and facility improvement

C. The preparation of daily employee schedules

D. The calculation of product selling prices

Correct Answer: B. The systematic planning of location, capacity, layout, resources, and facility improvement

Question 2

A facility planner discovers that processing time is stable but total flow time is increasing. Which explanation is most consistent with the chapter?

A. The product has become more standardized

B. Queues, movement, or staging delays may have increased

C. Equipment utilization has necessarily fallen to zero

D. The facility no longer requires material handling

Correct Answer: B. Queues, movement, or staging delays may have increased

Question 3

Which layout is generally most suitable when product variety is high and routing differs substantially among jobs?

A. Functional layout

B. Product layout

C. Fixed-position layout in every case

D. Continuous-flow layout

Correct Answer: A. Functional layout

Question 4

Why should maintenance clearance be included in space planning?

A. It increases nominal equipment utilization

B. It eliminates the need for preventive maintenance

C. It provides access for inspection, repair, and safe operation

D. It guarantees that demand will be stable

Correct Answer: C. It provides access for inspection, repair, and safe operation

Question 5

A company competes through rapid customization and frequent product changes. Which facility characteristic is most strategically appropriate?

A. Rigid dedicated equipment with no expansion space

B. Flexible resources, modular space, and adaptable routing

C. Maximum storage density regardless of access

D. A layout designed only for one product

Correct Answer: B. Flexible resources, modular space, and adaptable routing

Question 6

What is the principal purpose of identifying a bottleneck?

A. To determine which resource constrains system output

B. To maximize the number of departments

C. To eliminate all employee movement

D. To calculate building depreciation only

Correct Answer: A. To determine which resource constrains system output

Question 7

Which measure would best reveal whether a layout change has created excessive internal congestion?

A. Product colour variety

B. Work-in-process inventory and queue length

C. Number of office windows

D. Nominal machine purchase price alone

Correct Answer: B. Work-in-process inventory and queue length

Question 8

In the illustrative component-plant case, why was a hybrid solution selected?

A. Because every facility must use multiple layout types

B. Because different product families and specialized operations had different flow requirements

C. Because functional layouts never require inspection

D. Because automation was prohibited

Correct Answer: B. Because different product families and specialized operations had different flow requirements

Question 9

Which is a professional and ethical responsibility in facilities planning?

A. Prioritizing space savings over emergency access

B. Ignoring worker input to accelerate approval

C. Protecting safety, accessibility, environmental compliance, and worker dignity

D. Using employee-monitoring data without governance

Correct Answer: C. Protecting safety, accessibility, environmental compliance, and worker dignity

Question 10

What is a major limitation of relying on a single highly precise layout model?

A. Models can never represent material flow

B. The model may hide uncertainty in demand, routing, or processing-time assumptions

C. Models always eliminate the need for implementation review

D. A model automatically violates safety regulations

Correct Answer: B. The model may hide uncertainty in demand, routing, or processing-time assumptions

Facilities Planning and Plant Layout
Chapter 1 of 14