Monday, November 17, 2014

Swiss Cheese and its Impact on Aviation

This is not referring to the food that you have to pay handsomely for on a flight from San Diego to New York, but instead to what has become known as the Swiss Cheese Model. This model is fashioned after James Reasons Model of Organizational Accident Causation (Reason, 1995). His model is shown below.

The general concept is that each level, Organization, Workplace, Person, or Defenses, has the potential to contain one or more latent failures that could lead to the outcome. The outcome in this model is an incident or an accident. Typically there is not a single point of failure that causes the outcome and the theory goes that by removing a latent failure, you potentially inhibit an outcome that is not desired. Examples of failures include improper training, lack of proper supervision, and work place culture and climates (Reason, 1995).
            Reasons Model was not aviation specific and was later made into what has become the Swiss Cheese Model. One should quickly see the similarities between the two models. The basic concept is still the same, each hole in the cheese is a latent failure, and when all the slices have holes that line up, an incident or accident is likely to occur.

            So why did I spend some time discussing cheese when the intent of this blog is to discuss aviation inspection and documentation requirements as set forth by the FAA? It wasn’t to make you hungry for a ham and Swiss sandwich, but to try to put the requirements of the FAA into perspective and help people understand that the requirements we have in aviation were ‘written in blood’. Something happened in the past that forced the need for required inspections and proper documentation. Likely something failed and equipment was lost, people were hurt, or someone was killed. Sometimes what is set in place was not enough to prevent an accident and other times the correct procedures were not done. Here I will bring up an accident that did not have enough inspections and incorrect procedures were used on the existing inspections. My hope if that by discussing this accident people will come to appreciate the requirements that are currently out there from the FAA and also understand that inspection requirements evolve and no one can now every failure that could happen.
United Airlines Flight 232 – Failed Inspections
            This particular accident, although not a recent one, is still useful to show why the FAA sets forth the requirements in the various Parts discussed in previous blog entries. The FAA not only sets requirements for the airlines and air carrier, but they also have requirements for the OEMs that supply parts for the aircraft. The NTSB found that inspections were lacking for both the OEM and the airlines in this particular accident, which is why this accident was chosen for this discussion.
Accident Synopsis

            United Airlines was operating a DC-10 under the designation flight 232 on July 18, 1989. The DC-10 has three engines made by General Electric: one under each wing and one on the rear stabilizer. During the flight, the aircraft experienced a failure in the number two engine which is the engine locating on the rear stabilizer. Portions of the first stage fan disk were ejected from the engine casing into the rea of the aircraft. The damage caused by the ejected fan disk caused a complete loss of hydraulic power, to include the backup system. The pilots managed to fly the aircraft to an airport, but without hydraulics, the aircraft touched down with the right wing which caused a summersault like effect. The aircraft broke apart, caught fire, and was subsequently destroyed. Amazingly enough, 185 passengers survived the aircraft accident but 111 never made it home to their families (NTSB, 1989).
            The NTSB would later find two areas of failure that lead up to this accident. The first was the determination that a hard alpha inclusion found just below the surface of the blade formed a crack during the final peening of the disk. This crack ran parallel to the blade which increased the difficulty of finding the defect. Had General Electric performed an ultrasonic or macroetech inspection after the final peening, the defect may have been found and the disk discarded for scrap. The second inspection issue that was found was within United Airlines inspection processes. Multiple sights conducted the inspection of the disks differently from each other with varying results. The third issue was that a documented defect found prior to the final inspection of the suspect disk was already noted but was missed on the last inspection prior to the accident. Between the differences in how the same inspection was done and the fact that a known defect was missed led to recommendations and changes within United Airlines (NTSB, 1989).
Manufacturer Inspections
            Prior to this accident there was already a set standard of inspections that had to be complied with during the manufacturing of titanium billets. One thing that was already noted and was in the process of being changed is how titanium billets were produced. When making titanium they used a double vacuum process of melting down the metals to create the end product. What was found is that the double vacuum process was insufficient in reducing the number of what is called alpha inclusions (NTSB, 1989). The alpha inclusions are created when melting down the metals and are mixed with the gases uses in the melting process. These defects and the number of defects determine whether or not the titanium can be used for specific parts of the engine. For rotating parts, such as the disk that separated in flight 232, the titanium billet must be near flawless. General Electric had already changed their requirements to a triple vacuum process. The disk in flight 232 was the last disk made with the double vacuum process.
            Once the billet is form and inspected the billet will be shipped to the manufacturer which in this case was General Electric. General Electric will also do some inspections to ensure the quality of the product for use in rotating parts of an engine. Once deemed useful for rotating parts, the billet is formed into the part desired. The part is inspected throughout the process to ensure defects weren’t added during the machining process. Just prior to the final peening of the disks, a macroetech and ultrasonic inspection is done. Once the final machining is done there are no more NDIs done on the finalized part. Conducting the macroetech and ultrasonic inspections after the final machining may have located the crack and resulting in the removal of the disk from service.
United Airlines Inspections

            During the investigation in the inspection processes of United Airlines, the NTSB found that the suspect disk was inspected multiple times with several defects within limits on the suspect disk. The last time the disk was removed and inspected, previously noted defects were not found by the inspection team (NTSB, 1989). This lead the NTSB to look deeper into how the disks were inspected. During visits to multiple facilities used to inspect the disks, they noted that no two did the inspection the same. Inspections should be standardized within the airlines to prevent confusion or the chance that inspection requirements may be missed. What was eventually determined is that the last inspection was not done in compliance with OEM data. Although the defect that led to the accident may still not have been found, the process was still flawed and lead to the possibility of missed defects conducted at later times. What was the current inspection methods were found to be lacking and eventually lead better inspection methods for finding cracks.
Conclusion
            The problem here started with inspections from the manufacture of the engine. Had the process been looked at closely prior to this accident perhaps someone would have suggested more inspections of the parts after the final machining and peening of the blades. Better inspections within the airlines may have also been able to detect the crack and remove it from service prior to catastrophic failure and death of people on an aircraft. Fortunately, with the documentation requirements at the time of the accident, they were able to identify issues with the lot of billets and disk made from the same titanium. Inspections were issued because of the accident which lead to the removal of the other five disks made from the same lot. Improvements were made within United Airlines to also try to mitigate future incidents or accidents.
            So going full circle with the starting discussion of latent failures and Swiss cheese, many slices existed and at any time could have prevented this accident. The double vacuum had already been deemed insufficient in removing defects, but this last lot was still used. General Electric could have been better with inspections prior to releasing parts for use in an aircraft. Finally United Airlines could have trained better for inspections of engine rotating parts and standardized their process better to ensure compliance and consistency in the inspections conducted. More slices could likely be identified if you dig deep enough but from an inspection stand point these failures should have been found long before 111 people died.   



References
National Transportation Safety Board. (1989). United airlines flight 232. Aircraft Accident Report (NTSB/AAR-90/06 PB90-910406).

Reason, J. (1995). A systems approach to organizational error. Retrieved from http://www.tandfonline.com/doi/abs/10.1080/00140139508925221#.VGjwNPnF_cw

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