Facility Layout & Location Planning

Chapter 6
Systematic Layout Planning

Graduate Program in Operation Management (GPOM)
Facility Layout & Location Planning   •   Graduate

Systematic Layout Planning

Introduction

Facility layout is the physical arrangement of departments, workstations, equipment, storage areas, service points, personnel, and material-handling systems within a facility. It converts an operating strategy into spatial form. A good layout reduces travel, waiting, congestion, handling, safety risk, and coordination difficulty while supporting quality, flexibility, throughput, and employee well-being.

Systematic Layout Planning (SLP) is a structured procedure developed by Richard Muther for designing or redesigning layouts. It is particularly valuable when the planner must integrate quantitative evidence—such as product volumes, flows, and space requirements—with qualitative judgments concerning supervision, communication, safety, security, and convenience.

SLP does not produce a single mechanically correct answer. Rather, it creates, evaluates, and refines feasible layout alternatives. Its strength lies in making assumptions explicit, involving relevant stakeholders, and linking the arrangement of activities to the operating system's strategic requirements.

Learning Objectives

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

  1. Explain the purpose, logic, and stages of Systematic Layout Planning.
  2. Analyze product–quantity relationships and construct flow information.
  3. Translate activity relationships into closeness ratings and relationship diagrams.
  4. Estimate space requirements and account for expansion, circulation, and constraints.
  5. Develop and compare block-layout alternatives using quantitative and qualitative criteria.
  6. Extend a block layout into a detailed facility design.
  7. Critically evaluate SLP assumptions, limitations, digital tools, and implementation risks.

1. The Logic of Systematic Layout Planning

SLP treats a facility as a set of activities that must be located relative to one another. An activity may be a manufacturing department, office, warehouse zone, inspection point, utility area, customer-service counter, or support function. The central question is not simply “Where can equipment fit?” but “Which activities should be near one another, how near must they be, and why?”

A conventional SLP study proceeds through the following logic:

  1. Input data: products or services, quantities, routes, process times, space, constraints, and strategic objectives.
  2. Flow analysis: movement of materials, people, information, vehicles, and sometimes energy or waste.
  3. Activity relationships: desired or undesirable proximity among activities.
  4. Space analysis: required, available, and strategically reserved space.
  5. Relationship and space diagrams: graphical synthesis of closeness and area information.
  6. Alternative block layouts: feasible spatial configurations.
  7. Evaluation and selection: comparison against cost, safety, flexibility, service, and implementation criteria.
  8. Detailed design: equipment, aisles, doors, utilities, storage locations, controls, and operating rules.
  9. Implementation and review: phasing, disruption management, commissioning, and performance verification.

The procedure is iterative. A proposed block layout may reveal that a flow assumption is wrong, that a department is too large, or that a fire exit or structural column creates an infeasibility. The planner then returns to earlier stages rather than forcing an attractive but impractical design.

1.1 Layout types and the role of SLP

SLP can support several broad layout strategies:

Layout typeTypical basisMain strengthMain risk
Product or line layoutSequence of operationsHigh flow efficiencyLow flexibility and vulnerability to disruption
Process or functional layoutSimilar resources grouped togetherHigh variety capabilityLong travel and complex scheduling
Cellular layoutFamilies of products and processesReduced flow and setupFamily identification and duplication of resources
Fixed-position layoutProduct remains stationaryAppropriate for large or immobile outputsMovement and coordination complexity
Hybrid layoutCombination of the aboveStrategic fit to mixed requirementsGreater design and control complexity

SLP is especially useful for process, cellular, service, warehouse, and hybrid layouts, but its principles apply to almost any facility arrangement.

2. Product–Quantity and Flow Analysis

2.1 Product–quantity relationships

The first analytical task is to understand what the facility processes and in what quantities. A product–quantity (P–Q) analysis ranks products, service types, or customer segments by volume. It helps determine whether a product layout, cellular arrangement, process layout, or combination is appropriate.

If annual demand for item i is Qi and the item requires processing through departments in route Ri, the planner records both demand and route. High-volume, stable products generally justify dedicated or closely sequenced resources. Low-volume, high-variety items generally require flexible functional resources.

A simple volume concentration measure is the cumulative proportion of volume:

Ck = (∑i=1k Qi) / (∑i=1n Qi)

Here, Qi is the annual quantity of item i, n is the number of items, and Ck is the cumulative volume share of the first k items after ranking from highest to lowest volume. Quantities must use the same unit and time basis. The measure is descriptive, not a universal layout rule.

2.2 From routing data to flow data

A route sheet identifies the sequence of departments visited by each product. A from–to chart aggregates movement between department pairs. If product i moves from department a to department b fab,i times per unit and annual demand is Qi, annual flow from a to b is:

Fab = ∑i=1n Qi fab,i

Fab is the annual number of trips or loads from a to b. The formula assumes that route data are reliable and that each movement is counted consistently. If loads differ significantly, trips should be converted to a common handling unit or weighted by load size.

For a layout with departments a and b, rectilinear travel distance can be approximated by:

dab = |xa - xb| + |ya - yb|

where xa,ya and xb,yb are department-centre coordinates. This approximation is suitable for grid-like aisle systems; it is not exact when obstacles, one-way aisles, restricted zones, or vertical movement dominate.

An initial material-handling distance or cost estimate is:

H = ∑a=1m ∑b=1m Fab dab cab

where m is the number of departments, Fab is flow, dab is travel distance, and cab is cost per flow-distance unit. Units must be consistent—for example, loads/year × metres/load × currency/(load·metre) = currency/year. The model assumes that cost is approximately linear in flow and distance and ignores congestion, acceleration, loading time, and nonlinear vehicle costs.

Worked Example 1: From–to analysis

An illustrative facility processes two products:

ProductAnnual volumeRoute
A1,000 unitsReceiving → Cutting → Assembly → Shipping
B500 unitsReceiving → Cutting → Inspection → Assembly → Shipping

Each unit makes one trip between consecutive departments. The flows are:

  • Receiving → Cutting: 1,500 loads/year
  • Cutting → Assembly: 1,000 loads/year
  • Cutting → Inspection: 500 loads/year
  • Inspection → Assembly: 500 loads/year
  • Assembly → Shipping: 1,500 loads/year

The total is 5,000 interdepartmental movements per year. The analysis indicates that Receiving should be close to Cutting, and Assembly should be close to Shipping. Inspection has a lower direct flow but may need proximity to Assembly because every product B unit passes through it before assembly.

2.3 Beyond material flow

A graduate-level layout analysis must avoid treating material movement as the only relevant flow. Important flows include:

  • employees and supervisors;
  • customers, patients, or visitors;
  • information and documents;
  • maintenance personnel and spare parts;
  • waste, returns, and hazardous materials;
  • emergency response and evacuation;
  • utilities such as power, water, compressed air, and data.

A low-frequency flow may still have high strategic importance. For example, emergency access may be infrequent but must remain unobstructed. Similarly, a quality laboratory may have low material volume but high communication requirements.

3. Activity Relationship Analysis

3.1 Qualitative closeness ratings

Quantitative flow data are incomplete in many facilities, particularly offices, hospitals, laboratories, retail environments, and new operations. SLP therefore uses an activity relationship chart (ARC). The chart records the desired closeness between pairs of activities and documents the reason.

A common rating scale is:

CodeMeaningInterpretation
AAbsolutely necessarySeparation would seriously impair operations or safety
EEspecially importantStrong operational or coordination need
IImportantDesirable for effective operation
OOrdinary closenessNeutral or moderately useful
UUnimportantNo meaningful proximity requirement
XUndesirableSeparation is preferred

The codes are ordinal judgments, not precise distances. An A relationship does not mean that departments must share a wall; it means that the planner should give the relationship very high priority subject to safety, legal, and physical constraints.

Each rating should have a reason code, such as:

  • 1: frequent material movement;
  • 2: shared personnel;
  • 3: communication or supervision;
  • 4: shared equipment or utilities;
  • 5: safety or contamination control;
  • 6: customer convenience;
  • 7: security or confidentiality.

Reasons make the analysis auditable and allow disagreement to be resolved. A relationship marked A because of contamination prevention may ultimately require separation, illustrating why the meaning of the rating must be interpreted rather than applied mechanically.

3.2 The relationship chart

An ARC is usually a triangular matrix because the relationship between activities i and j is generally symmetric at the planning stage. Directed relationships may be required when movement or service is strongly one-way; in that case, the chart should preserve direction rather than hide it.

Illustrative activity relationship diagram Receiving Cutting Assembly Inspection A: frequent flow E: sequence I: quality link
Illustrative activity relationship diagram
Figure: Illustrative activity relationship diagram

Figure: A simplified relationship diagram showing flow-based and qualitative closeness requirements.

3.3 Relationship weights and their limits

Some organizations convert closeness codes into numerical weights—for example, A = 10, E = 5, I = 3, O = 1, U = 0, and X = −10. A weighted objective may then be written as:

S = ∑i<j wij zij

where wij is the assigned relationship weight and zij is a binary or scaled indicator of whether activities i and j achieve the desired proximity. This approach can support comparison, but the weights are managerial conventions, not scientific constants. Sensitivity analysis should test whether the preferred layout changes when weights vary.

4. Space Requirements and Constraints

4.1 Estimating required space

Space planning begins with the direct footprint of equipment, furniture, storage, and work areas. The total requirement must also include operator space, maintenance access, material presentation, aisles, safety clearances, offices, services, and future growth.

For activity i, a transparent estimate is:

Aireq = Aicore + Aiaccess + Aistorage + Aisupport + Aigrowth

where each term is an area in square metres. The terms should not overlap. “Access” includes operating and maintenance clearances; “storage” includes required point-of-use inventory; “support” includes local offices, inspection, utilities, or waste space; and “growth” is strategically reserved rather than an arbitrary percentage.

If a department contains equipment units k with footprint ak and quantity nk, then core equipment area may be estimated as:

Aicore = ∑k=1r nk ak

This is only a footprint calculation. It must not be treated as the final department size because equipment footprints alone do not provide safe operation or maintainability.

4.2 Space relationship diagram

The planner places activity areas, often initially as rectangles, while attempting to satisfy high-priority relationships. The diagram should distinguish fixed elements—columns, walls, docks, elevators, stairs, utility shafts, fire compartments—from movable activities.

Important constraints include:

  • building dimensions and structural grid;
  • column locations and floor loading;
  • entrances, docks, doors, and vertical circulation;
  • fire protection, egress, accessibility, and occupancy requirements;
  • hazardous-material segregation and environmental controls;
  • ceiling height, ventilation, temperature, and cleanroom requirements;
  • security zones and data-protection requirements;
  • noise, vibration, dust, odour, and contamination;
  • landlord, planning, environmental, and occupational regulations;
  • expansion land and future technology changes.

Regulatory requirements must be verified against the jurisdiction and facility type. SLP supports compliance analysis but does not replace qualified fire, structural, environmental, occupational-health, or building-code review.

4.3 Adjacency versus distance

A relationship can be satisfied by adjacency, short travel distance, visual access, dedicated communication, or controlled transfer. Therefore, “close” should be defined operationally. A laboratory may need controlled adjacency to production but must not share an uncontrolled air path. A customer-service office may be visually prominent but physically separated from a secure cash-processing area.

5. Developing Block Layout Alternatives

A block layout represents activities as approximate areas without showing every machine, rack, desk, or aisle. Its purpose is to test spatial logic before detailed drafting.

A disciplined development process is:

  1. Place fixed constraints and major access points.
  2. Locate high-flow or safety-critical activities.
  3. Satisfy A and E relationships where feasible.
  4. Locate X relationships apart and provide barriers or controls where needed.
  5. Reserve major aisles, emergency routes, and service corridors.
  6. Fit area requirements without double counting circulation.
  7. Develop at least two genuinely different alternatives.
  8. Test each alternative using flow, safety, flexibility, and implementation criteria.

5.1 Quantitative evaluation

The material-handling objective introduced earlier can compare layouts. For layout l:

Hl = ∑a=1m ∑b=1m Fab dab,l cab

Lower Hl is preferable only when the cost model captures the important consequences. A layout with slightly greater distance may be superior if it reduces congestion, improves safety, permits expansion, or separates incompatible processes.

A multi-criteria score can be used cautiously:

Vl = ∑q=1p αq rlq

where rlq is the normalized performance of layout l on criterion q, αq is the criterion weight, and ∑αq = 1. Scores must use a documented scale, and the result should be accompanied by sensitivity analysis. A weighted score should not allow a legal or safety violation to be compensated for by low handling cost; mandatory constraints must be screened before scoring.

5.2 Typical evaluation criteria

CriterionPossible measure
Flow efficiencyLoad-distance, travel time, backtracking
CapacityThroughput, bottleneck utilization, queue space
SafetyConflict points, egress integrity, separation of hazards
FlexibilityReconfiguration time, modularity, expansion options
ServiceCustomer walking distance, visibility, response time
Human factorsErgonomics, noise exposure, supervision, accessibility
CostConstruction, handling equipment, utilities, relocation
ResilienceAlternate routes, redundancy, recovery capability
SustainabilityEnergy distribution, waste movement, emissions, adaptable reuse

6. Detailed Facility Design

After a block layout is selected, detailed design translates conceptual adjacency into an operable facility. The detail level depends on the decision horizon. A strategic master plan may show departments and expansion zones; an implementation drawing may need equipment coordinates, aisle widths, rack elevations, electrical drops, ventilation, drains, lighting, network points, and emergency equipment.

6.1 Material-handling and aisle design

Aisle design must consider the handling method, vehicle dimensions, load size, turning radius, pedestrian segregation, one-way rules, visibility, and emergency access. A nominally short route is not efficient if vehicles queue at a bottleneck or cross pedestrians repeatedly.

Travel models should distinguish:

  • loaded and empty trips;
  • normal and exceptional movements;
  • horizontal and vertical travel;
  • walking, forklift, conveyor, automated vehicle, and crane movement;
  • route distance and actual travel time;
  • average demand and peak demand.

6.2 Human factors and safety

A layout is a socio-technical design. It shapes posture, reach, noise exposure, communication, privacy, fatigue, and error probability. Designers should involve operators, maintenance staff, safety professionals, accessibility specialists, and affected communities. Consultation is not merely a change-management exercise; frontline personnel often identify hidden flows and unsafe interactions.

The design should support clear sightlines where supervision is necessary, privacy where confidentiality is necessary, safe separation of pedestrians and vehicles, accessible routes, emergency response, and adequate maintenance access. “Efficient” layouts that increase injury risk or cognitive overload are failures, even if they reduce distance.

6.3 Digital tools and AI

Computer-aided layout, CAD, building-information modelling, discrete-event simulation, geographic information systems, and optimization software can accelerate SLP. Digital twins can test demand scenarios, equipment relocation, congestion, and expansion.

AI can assist with demand clustering, route extraction from enterprise data, image-based space measurement, alternative generation, and anomaly detection. However, AI outputs depend on data quality and objective design. A model trained on historical movement may reproduce unsafe practices, ignore unrecorded human work, or optimize distance while worsening congestion. Human review, explainability, access control, cybersecurity, and versioned assumptions are essential. Sensitive employee, customer, health, or security data require appropriate governance and privacy protection.

7. Illustrative Case: Redesigning a Small Medical-Device Assembly Facility

Background

The following is an illustrative case. A medical-device manufacturer operates receiving, component storage, machining, clean assembly, inspection, packaging, and shipping in a 2,400 m² building. Demand has increased, and operators report long walks, congestion near inspection, and occasional mixing of unfinished and released products.

Problem

The existing functional layout places machining beside receiving, but clean assembly is at the opposite end of the building. Inspection is near the shipping dock rather than between assembly and packaging. The company wants higher throughput without immediately expanding the building.

Analysis

The study team collects twelve months of production records, route sheets, walking observations, safety reports, and operator interviews. Product–quantity analysis shows that three product families generate 78% of annual volume. A from–to chart identifies high flows from component storage to machining, machining to cleaning, cleaning to clean assembly, assembly to inspection, and inspection to packaging. Qualitative analysis assigns A closeness to assembly–inspection and inspection–packaging because of product-status control, and X separation to incoming components and released product staging.

Space analysis finds that the existing departments occupy 2,050 m², leaving 350 m² for circulation and growth. However, some areas include undersized maintenance clearances. The team therefore distinguishes current footprint from compliant required space rather than simply preserving existing boundaries.

Alternatives

Alternative 1: Flow-oriented sequence. Receiving and component storage are placed at the dock, followed by machining, cleaning, clean assembly, inspection, packaging, and shipping. This provides a near-linear product path but requires expensive ventilation changes and relocates a major utility connection.

Alternative 2: Hybrid cellular arrangement. High-volume product-family cells are created around shared machining and clean assembly. Inspection and packaging are adjacent, while a controlled material-transfer point separates incoming and released goods. This reduces travel and protects status control but requires duplicate small tools and more complex staffing.

Alternative 3: Minimal-disruption rearrangement. Existing utilities and walls are retained. Inspection moves beside assembly, packaging moves closer to inspection, and storage is re-slotted. The alternative has higher residual travel than Alternative 1 but lower implementation risk.

Evaluation

The team calculates load-distance using annual flows and measured rectilinear distances, then checks vehicle conflicts, clean-zone boundaries, maintenance access, expansion potential, and relocation cost. Alternative 1 has the lowest calculated distance, but its construction shutdown and ventilation risk are high. Alternative 2 performs best on product-family flow and future flexibility but requires stronger production control. Alternative 3 provides the fastest implementation and a substantial improvement over the current state.

Management selects Alternative 2 for the long-term design and implements Alternative 3 as a staged interim arrangement. The implementation plan protects production by relocating one zone at a time, using temporary barriers and status-controlled staging.

Outcome and learning points

After commissioning, the company observes shorter average travel, fewer crossings between incoming and released materials, and improved inspection handoff. The result is not attributed solely to adjacency: standardized work, visual controls, revised staging rules, and operator training are also introduced.

The case demonstrates five principles:

  1. High-volume flow provides an important starting point, not the entire decision.
  2. Quality and status-control relationships can outweigh distance savings.
  3. Required space must include access and compliance, not only equipment footprints.
  4. A staged implementation can be superior to an ideal but disruptive redesign.
  5. Layout performance should be measured after implementation and revised as demand changes.

8. Limitations, Critical Issues, and Best Practices

8.1 Limitations of SLP

SLP can become subjective when relationship ratings are unsupported. It can also overemphasize average flows, underrepresent peaks, assume stable routes, and treat departments as rectangular blocks. Static diagrams may not reveal queues, labor variability, equipment downtime, or emergency conditions. Numerical scores can create false precision when weights are arbitrary.

The method is also vulnerable to organizational politics. Departments may request adjacency for prestige, convenience, or territorial control rather than operating need. Conversely, a department may be isolated because its concerns are not represented in the data. The planner should therefore document assumptions, identify stakeholders, and distinguish operational requirements from preferences.

8.2 Best practices

  • Establish the planning horizon and demand scenarios before drawing alternatives.
  • Use verified route, volume, and peak-period data.
  • Combine quantitative flow with qualitative relationship analysis.
  • Record the reason for every high-priority or undesirable relationship.
  • Separate mandatory constraints from negotiable preferences.
  • Include safety, accessibility, maintenance, sustainability, and resilience from the beginning.
  • Develop alternatives that differ in logic, not merely in cosmetic block positions.
  • Apply sensitivity analysis to demand, relationship weights, and cost assumptions.
  • Involve operators, maintenance, safety, quality, IT, facilities, and finance.
  • Simulate congestion and peak conditions when flow variability matters.
  • Plan implementation, temporary operations, training, and post-occupancy review.
  • Maintain a controlled record of drawings, assumptions, approvals, and changes.

Chapter Summary

Systematic Layout Planning is an iterative framework for converting product, service, flow, relationship, space, and constraint information into feasible facility arrangements. Product–quantity analysis identifies volume concentration and layout implications. Route sheets and from–to charts quantify movement, while activity relationship charts capture communication, supervision, safety, contamination, service, and other qualitative requirements. Space analysis must include operating access, storage, support, circulation, maintenance, growth, and regulatory constraints.

Block layouts allow alternatives to be tested before detailed design. Load-distance and multi-criteria models support comparison, but their assumptions and weights require scrutiny. Detailed design must address aisles, handling systems, utilities, human factors, accessibility, safety, information flows, and implementation. Digital tools and AI can improve analysis but cannot replace professional judgment, stakeholder participation, or governance. The best layout is not necessarily the one with the shortest distance; it is the one that best supports safe, reliable, flexible, compliant, and economically sound operations over its planning horizon.

Key Terms

Systematic Layout Planning: A structured method for developing and evaluating facility layouts.

Product–quantity analysis: Analysis of the products or services processed and their relative volumes.

Route sheet: A record of the sequence of operations or departments visited by a product.

From–to chart: A matrix showing movement quantities between pairs of departments.

Flow: Movement of materials, people, information, vehicles, waste, or utilities.

Activity relationship chart: A chart expressing desired closeness among activities.

Closeness rating: A coded judgment of the required proximity between two activities.

Relationship reason: The operational, safety, communication, or other basis for a closeness rating.

Block layout: A preliminary layout showing activities as approximate blocks rather than detailed equipment.

Space requirement: The area needed for an activity, including equipment, access, support, and growth.

Load-distance model: A comparison method multiplying movement quantity by travel distance and, when relevant, unit cost.

Rectilinear distance: Distance measured as horizontal plus vertical travel on a grid.

Fixed constraint: A physical, regulatory, or strategic condition that limits layout choices.

Adjacency: Physical closeness or shared boundary between activities.

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

Cellular layout: Arrangement of resources into cells serving product or service families.

Facility flexibility: The ability of a layout to accommodate changes in volume, variety, technology, or process.

Digital twin: A digital representation used to examine and simulate a physical facility or operating system.

Post-occupancy review: Evaluation of actual facility performance after implementation.

Review Questions

Short Answer Questions

  1. What is the purpose of Systematic Layout Planning?
  2. What information is contained in a from–to chart?
  3. Explain the difference between an A and an X relationship in an activity relationship chart.
  4. Why should equipment footprint not be treated as total space requirement?
  5. State two limitations of using load-distance as the sole layout criterion.

Long Answer Questions

  1. Explain the major stages of SLP and show how information flows from one stage to the next.
  2. Discuss how product–quantity analysis can influence the choice among product, process, cellular, and hybrid layouts.
  3. Explain how quantitative flow data and qualitative activity relationships should be integrated.
  4. Discuss the physical, regulatory, human, and strategic constraints that must be considered before finalizing a block layout.
  5. Critically evaluate the use of digital simulation, optimization, and AI in facility layout planning.

Analytical / Application Questions

  1. A facility processes four products with different volumes and routes. Design a data-collection plan, construct the required from–to information, and recommend which relationships should receive the highest priority.
  2. Two alternative layouts have similar load-distance scores, but one has greater expansion space and the other has lower relocation cost. Develop a multi-criteria decision approach and identify what sensitivity tests should be performed.
  3. An existing warehouse has frequent pedestrian–forklift conflicts despite short travel distances. Diagnose the likely layout and governance causes, and propose a revised block layout and implementation plan.

Multiple Choice Questions with Answers

Question 1

Which SLP output primarily records the desired closeness between pairs of activities?

A. Product–quantity chart

B. Activity relationship chart

C. Depreciation schedule

D. Equipment bill of materials

Correct Answer: B. Activity relationship chart

Question 2

If 1,000 units each make one trip from Department A to Department B, what is the annual flow from A to B?

A. 100 loads

B. 500 loads

C. 1,000 loads

D. 2,000 loads

Correct Answer: C. 1,000 loads

Question 3

Which relationship code conventionally indicates that proximity is undesirable?

A. A

B. E

C. U

D. X

Correct Answer: D. X

Question 4

The rectilinear distance between coordinates (2, 3) and (8, 10) is:

A. 7 units

B. 13 units

C. 15 units

D. 21 units

Correct Answer: B. 13 units

Question 5

Which item should normally be treated as a mandatory screening constraint rather than merely a weighted preference?

A. Aesthetic preference

B. Departmental prestige

C. Emergency egress requirement

D. Preferred office view

Correct Answer: C. Emergency egress requirement

Question 6

What is the principal purpose of a block layout?

A. To specify every electrical outlet

B. To test spatial relationships before detailed design

C. To replace all regulatory reviews

D. To calculate employee wages

Correct Answer: B. To test spatial relationships before detailed design

Question 7

In a load-distance model, which combination generally increases the estimated handling burden?

A. Lower flow and shorter distance

B. Higher flow and longer distance

C. Lower flow and unchanged distance

D. Zero flow and fixed distance

Correct Answer: B. Higher flow and longer distance

Question 8

Why should reasons be recorded for A, E, I, and X relationship ratings?

A. To make the chart auditable and interpretable

B. To eliminate the need for site measurements

C. To guarantee the mathematically optimal layout

D. To determine employee compensation

Correct Answer: A. To make the chart auditable and interpretable

Question 9

Which is a significant limitation of relying only on average material flow?

A. It always overestimates building area

B. It may hide peak congestion and variability

C. It automatically violates fire codes

D. It cannot represent any department

Correct Answer: B. It may hide peak congestion and variability

Question 10

What is an appropriate governance principle when AI is used to generate layout alternatives?

A. Accept the highest-scoring output without review

B. Ignore data quality if the visualization is attractive

C. Use human review, documented assumptions, and sensitivity testing

D. Remove operators from the design process

Correct Answer: C. Use human review, documented assumptions, and sensitivity testing

Facility Layout & Location Planning
Chapter 6 of 15