copyright © 2003 randal bennett and crystal sloan randal d. bennett university of maryland...

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Copyright © 2003 Randal Bennett and Crystal Sloan Randal D. Bennett University of Maryland University College 805 Montview Dr Escondido CA 92025 [email protected] t Crystal D. Sloan EagleRidge Technologies, Inc. 114 Ledgerwood Lane Rockwood, TN 37854 [email protected] Repeating Design Errors or “Where’s the History?”

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Copyright © 2003 Randal Bennett and Crystal Sloan

Randal D. BennettUniversity of MarylandUniversity College805 Montview DrEscondido CA [email protected]

Crystal D. SloanEagleRidge Technologies, Inc.

114 Ledgerwood LaneRockwood, TN 37854

[email protected]

Repeating Design Errorsor

“Where’s the History?”

Copyright © 2003 Randal Bennett and Crystal Sloan

The Original Error:Oliver Hazard Perry-Class Frigates1977

Fault-proneEngineering Control System

History in the Making:

Copyright © 2003 Randal Bennett and Crystal Sloan

Engineering Control System (ECS)

• Shielded wire-braid cable with shielding that naturally degrades over time

• Ungrounded, interconnected busses• Low-voltage digital alarm/control

systems

Copyright © 2003 Randal Bennett and Crystal Sloan

Boundary Condition – Setup

ExteriorInsulation

Wire BraidSheathing

Shielding

IndividualInsulated

Conductors

ExteriorInsulation

Wire BraidSheathing

Shielding

IndividualInsulatedConductors

Copyright © 2003 Randal Bennett and Crystal Sloan

Boundary Condition – SetupBoundary Condition – ResultBoundary Condition –

Result

Copyright © 2003 Randal Bennett and Crystal Sloan

Focus on Nominal Behavior:Collocation of Redundant Elements

Propulsion ControlConsole

Electric PlantControl Console

Bus Wiring

Harness

GroundedShield

Bus Wiring

Harness

Au

xili

ary

Co

ntr

ol

Co

nso

le

Alarm onACC

Copyright © 2003 Randal Bennett and Crystal Sloan

Focus on Nominal Behavior:Requirements vs. Usage

• Requirement: sea water (heat sink) temperature - Design: 85F, Actual: 95F

• Support system impacted: air conditioning plant

• Impact: reduced heat rejection• System impact: elevated cabinet

temperatures• Result: degraded circuit cards,

processors and power supplies

Copyright © 2003 Randal Bennett and Crystal Sloan

Focus on Nominal Behavior:Failure to Anticipate System

Deterioration Over Time

• Causes of cable deterioration– Vibration– Retention of a low-cost vessel– Insufficient allocation of

maintenance funds

Copyright © 2003 Randal Bennett and Crystal Sloan

Repeated design error:Fault-prone Machinery Control System

History Repeats:

Arleigh Burke-Class Destroyers1991

Copyright © 2003 Randal Bennett and Crystal Sloan

Machinery Control System

• Shielded wire-braid cable

• Ungrounded, interconnected busses

• Low-voltage digital alarms/controls

• Reliance on air conditioned spaces

Copyright © 2003 Randal Bennett and Crystal Sloan

Machinery Control System

• Prerequisites for failure duplicated

• Failures evident now

• Design activity – strong performance

• Why the repetition?

Copyright © 2003 Randal Bennett and Crystal Sloan

“Those who cannot remember the past are condemned to repeat it.”

Jorge Santayana (1905)

• Lack of accessible history

Studying History

Copyright © 2003 Randal Bennett and Crystal Sloan

Current Maintenance DataCollection System

• Resistant to data mining– Information buried in text blocks– Lack of refined hierarchical structure– Inconsistent naming practices

• Violates Degregorio’s critical elements– “… information architecture with internal

structures …”

• Self-perpetuating

Copyright © 2003 Randal Bennett and Crystal Sloan

Other Tools

• Casualty Reporting (CASREP) System

• Quality Deficiency Report (QDR)

• Parts Usage

• Troubled Systems Process (TSP)

• Management processes– Top Management Attention– Top Management Interest

Copyright © 2003 Randal Bennett and Crystal Sloan

Solutions

• For legacy and future data: index and make available using search engine technology– Very low cost solution

• For future data: System designchange

Copyright © 2003 Randal Bennett and Crystal Sloan

Search Engine Technology

• Establish view to data• Dynamic web page

– Search string text box– Embedded link to first record– Link to next record

• Search appliance – “Crawls” database– Maintains data security

Copyright © 2003 Randal Bennett and Crystal Sloan

System Design Change

• Data architecture discipline

• Scripted Standardized Assessment Procedures

Copyright © 2003 Randal Bennett and Crystal Sloan

Data Architecture Discipline

• Realignment of Hierarchical Structure Code (HSC)– Identical code for same equipment in

same application– Standardized across classes and ships– Expanded to cover all components

• Standardized nomenclature

Copyright © 2003 Randal Bennett and Crystal Sloan

Benefits of Discipline

• Ensures visibility of common issues

• Reduces configuration labor at ship design time

• Foundation for data warehousing

• Supports Standardized Scripted Assessment Procedures

Copyright © 2003 Randal Bennett and Crystal Sloan

Benefits of SSAP

• Ensures correct equipment reported

• Reduces maintenance-induced failures

• Provides management functions– Tool inventory– Materials requirements

Copyright © 2003 Randal Bennett and Crystal Sloan

Data Warehousing

• Stores results of SSAP

• Organized structure promotes mining

• Renders history available

Copyright © 2003 Randal Bennett and Crystal Sloan

End Result

• Fleet-wide view of ship material condition• Universal material condition assessment

process• Improved accuracy and drill-down detail• Iterative improvement in existing data

collection• Continuum of assessment process

improvement