Saturday, March 16, 2019

What happened to the Boeing 737 Max 8 ?

Two Boeing 737 Max 8 jets crashed within 6 months.1 Several basic facts have recently emerged, which prompted authorities to ground this new variant of the popular Boeing 737 airliner. While more investigations would be needed to identify the detailed causes of the deadly crashes, the several basic facts collected so far already permit a crude mural to be drawn up for the likely events that might have taken place in the cockpits of the Boeing 737 Max 8 jets right before they went down.

In order to see how a control system typically fails, one needs to understand the way a closed-loop system works and the inevitable hazard of oscillation. In laymen terms, any closed-loop system is prone to instability when the control efforts and the feeding of sensing signals fail to work in harmony. For instance, when you're listening to music while adjusting the volume of the speakers or airpods, you're controlling a closed-loop system. If you feel the sound being too loud, you attempt to turn the volume down. This is a typical feedback action, creating a closed loop. But if you react too slow and too drastic, the volume goes too far down, and after some delay the sound becomes too soft to be heard. Then, you would turn the volume up again, and if you do it a little too drastic, the volume gets too far up after a typical delay. Attempting to turn the volume down again repeats the process, and creates an oscillation. The situation for the Boeing 737 Max 8 crashes could be made more complicated by an apparent but "unintended" two-loop control.

Facts

  1. The satellite track data of the Boeing 737 Max 8 crash last October in Indonesia and the crash earlier this month in Ethiopia consistently show typical oscillatory transients leading to the crashes.
  2. The pilots of both flights had struggled to save the aircrafts for a period of time before the aircrafts crashed.

Likely Events

First, the new automatic MCAS system (Maneuvering Characteristics Augmentation System) on the 737 Max 8 works on a typical feedback principle to prevent the jet from getting into a stall2. Basically, it senses the so-called angle-of-attack (AOA) and commands the aircraft's nose to dip down to prevent a potential stall. However, the operation of this new MCAS may not be clearly known or understood by the pilots who have flown the conventional Boeing 737 jet for many years and would do the nose control in the usual way.

The problem is that the 737 Max 8 allows the pilot to intervene while its MCAS works to fix the same problem, creating a double-loop control situation. The AOA signal causes both the pilot and the MCAS to react, but with different speed and effort (technically called closed-loop bandwidth and gain).

The nose control overshoots and AOA continues to feed signals back, and always with delays of different magnitudes (even different orders of magnitude as human and machine do react quite differently). This might create an oscillatory response, as revealed by the satellite track data, in which the aircraft repeatedly climbed and descended under the two separate (pilot's and MCAS's) control actions.

The Deadly Event

The two-loop continues to work and creates an oscillatory response. In theory, this is fine as long as every parameter remains constant, and the loop gains are controlled precisely to maintain sustained oscillation within a safe range! But multiple factors may cause something to happen in a fatal way.

  1. The human pilot, who is the controller of one of the loops, cannot repeat his action precisely every cycle even though all other parameters are perfectly constant.
  2. External factors like wind speed and direction may introduce disturbances to the system that cannot be reacted precisely by the human pilot, especially since sustained oscillation normally requires irregular control effort (technically called nonlinear gain control).
  3. The human pilot loses control and fails to follow the oscillatory pattern. In order for the aircraft to diverge its altitude, the gain and bandwidth of either loops must have drifted to the unstable region causing the aircraft to lose stability and eventually go down under the force of gravity.

The above description is a very general control scenario, often described in elementary control engineering texts. To know the exact causes, we need to fill in a lot more technical details, likely different sets of details in the two crashes, which can only be unfolded through examining the detailed flight data.


March 16, 2019


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1 Ethiopian Airlines, Lion Air crash linked by new evidence — New York Times (March 15, 2019)2 Stall — An aircraft normally flies horizontally, and may climb up or descend at an angle within a certain limit. When the aircraft goes too steep up, its wings no longer provide the needed upthrust and the aircraft continues to move up almost vertically and surely loses speed under gravity. It soon stops as it reaches a peak altitude, which is called a "stall", and then drops rapidly under gravity. After the stall, the engines are not powerful enough to restore normal flying given the heavy weight of the aircraft, and disaster is inevitable. Modern jets usually have sophisticated control systems to prevent a potential stall.

Monday, March 4, 2019

My Dad

Since my dad passed away in January, I have kept retrieving from the back of my mind how he influenced the way I have lived in the past many years. He seldom talked to me anything formal about study, work or life, presumably not to my brother and sister either. In fact, I can't recall a single instance where he sat us down for a heartfelt conversation about any substantial life topics. But as I thought about what he did and made us do, I can almost conclude without a single doubt that I have all along been copying him. I can easily come up with a long list of things I have learned to do from watching him do, like peeling apples, frying eggs with a Chinese wok, stir-frying choy sum with beef, fixing a carton box, writing cheques with Chinese numeric characters, riding a push bike, calligraphy, .... and many useful skills! However, I probably never realized when I was young that he had imperceptibly bequeathed to me and my two siblings the way he treated people and his faith in God.

After he left, I found myself reflecting on the profound wisdom he had imparted to us. First, he was nice to people and his mantra was "When helping others, do not calculate!" I had witnessed how seriously he involved himself in voluntary works in Cheung Chau Life Saving Club, Auxiliary Medical Service, Chung Shak Hei Elderly Home, The Lady of Fatima Church, and Cheung Chau Rural Committee. However, it was during his funeral service that I learned of countless other acts of selflessness he had performed. While I have certainly not achieved the same magnitude of impact as he did, I have always strived to empathize with others and extend a helping hand whenever possible.

My father had an enormous amount of faith in God. I can never forget the way he reacted when I asked whether he was anxious about a pending open-heart surgery back in 1993, hoping to make him feel easier before the operation. I was speechless when I heard him say in less than a blink of an eye, "No! Nothing to be scared of? God is with me! (驚咩?有乜好驚?天主會同我一齊!)" He was actually very calm, quite unconcerned about any possible complication of the operation, and without a tiny bit of fear, and that moment I learnt the importance of having faith, and how faith helped overcome fear! Leave it all to God, and nothing needs to be worried about!

Now he has gone, but certainly not forgotten, especially his double package of life: be nice to people and have faith in God!


March 4, 2019

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