Materials data management
Encyclopedia
Materials data is a critical resource for manufacturing organizations seeking to enhance products, processes and, ultimately, profitability. This data describes the properties and processing of the materials that these organization uses - metals, alloys, plastics, composite materials, ceramics
Ceramic
A ceramic is an inorganic, nonmetallic solid prepared by the action of heat and subsequent cooling. Ceramic materials may have a crystalline or partly crystalline structure, or may be amorphous...

, etc. This data may come from a wide range of sources - e.g., materials testing
Materials testing
The following are organizations and other resources involved in testing of materials.* ASTM International* Bundesanstalt für Materialforschung und -prüfung* European Reference Materials* Nadcap* Zwick Roell Group...

, quality assurance
Quality Assurance
Quality assurance, or QA for short, is the systematic monitoring and evaluation of the various aspects of a project, service or facility to maximize the probability that minimum standards of quality are being attained by the production process...

, or measurement of product performance. The process by which manufacturers manage and use such information is one essential 'cog' in the larger machine that is the product lifecycle.

One project that has looked at this issue in-depth is the Material Data Management Consortium (MDMC), a collaboration of leading aerospace, defense, and energy enterprises - organizations such as NASA
NASA
The National Aeronautics and Space Administration is the agency of the United States government that is responsible for the nation's civilian space program and for aeronautics and aerospace research...

, Boeing
Boeing
The Boeing Company is an American multinational aerospace and defense corporation, founded in 1916 by William E. Boeing in Seattle, Washington. Boeing has expanded over the years, merging with McDonnell Douglas in 1997. Boeing Corporate headquarters has been in Chicago, Illinois since 2001...

, Rolls-Royce plc
Rolls-Royce plc
Rolls-Royce Group plc is a global power systems company headquartered in the City of Westminster, London, United Kingdom. It is the world’s second-largest maker of aircraft engines , and also has major businesses in the marine propulsion and energy sectors. Through its defence-related activities...

, Honeywell
Honeywell
Honeywell International, Inc. is a major conglomerate company that produces a variety of consumer products, engineering services, and aerospace systems for a wide variety of customers, from private consumers to major corporations and governments....

, and GE Aviation. The MDMC has identified the problems caused by failures in the materials data management process and investigated how an optimized process can lead to better innovation and quality.

Materials data management problems

Problems typically relate to productivity and data integrity. They begin with difficulties in consolidating specialized data stored in disparate sources and varied formats. Problems continue with the challenge of controlling and using approved information effectively throughout an organization, often within complex processes. These include:
  • Engineers spending hours finding property data to support analysis or simulation
  • Materials scientists duplicating existing test results or generating data that goes unused
  • Design iterations failing due to outdated or inconsistent data
  • Weeks taken tracing the source of design data for certification, or customers, or to support the design process


This final issue ('traceability') is particularly important in quality and safety-conscious industries (such as aerospace or medical devices) where engineers need to be able to trace the full pedigree for a manufactured component - ideally, not just back to the design, but to all of the raw (materials and other) data used to create the design. This need for traceability has been a key driver for many commercial materials data management projects.

Materials data management opportunities

Materials data management is not just about the avoidance of problems and risk. The MDMC reports that best practice materials data management can have very positive effects on innovation and quality. For example, Rolls-Royce Aerospace have described how the ongoing assessment and analysis of all of the materials property information generated across the testing and design process can allow an organization to continually refine the 'allowable' values used in design, leading to improved product performance.

Practical issues

Materials data management practictioners usually emphasize the need for a holistic approach. It is of limited use having a superb means to capture test data if that data disappears into a ‘black hole’ database that no-one accesses. Materials property analysis is a wasted investment if the results generated are not deployed effectively to the engineers who need to use them.

One way to itemize such issues is to examine each stage in the full materials data lifecycle. The MDMC sees this process as having four stages: capture, analyze, deploy, and maintain. Key issues at each stage are:
CAPTURE
  • Information systems must handle the peculiarities of materials data
  • Organizations need a single, consistent source for all of their materials information - both in-house data and external references
  • It must be quick and easy to import and export data from and to common sources such as laboratory testing equipment and databases
  • The pedigree of data must be preserved during capture so that it is possible to trace the source of data and to explore its full context
ANALYZE
  • Materials scientists require a range of specialist statistical analysis tools
  • Access to these tools should be simple and integrated with tools to access and manage the data on which they operate
  • Capturing and storing the detail of analyses alongside the information that they generate is important in helping to preserve corporate knowledge
  • DEPLOY
  • Different user types must be provided with easy access to the information that they need within their standard workflows
  • Materials authorities must be able to control the quality of the data used
  • Security is essential - data must be available only to those authorized to use it
  • Any system must be scalable and robust across the enterprise (whether for tens or thousands of users)
  • MAINTAIN
  • It must be easy to maintain information, including through automatic updates as data changes
  • The system must be adaptable to changing user needs and information technology standards
  • Resources and skills must be available to support on-going development


  • These issues need to be addressed through a combination of good practice, robust processes, and appropriate information systems. MDMC members use a particular commercial-off-the-shelf (COTS) software solution. Whether an engineering enterprise applies such a solution or builds an in-house system, it needs to account for the issues above and to integrate into its wider product lifecycle management
    Product lifecycle management
    In industry, product lifecycle management is the process of managing the entire lifecycle of a product from its conception, through design and manufacture, to service and disposal...

    (PLM) systems.
    The source of this article is wikipedia, the free encyclopedia.  The text of this article is licensed under the GFDL.
     
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