Report Cards and Trend Reports
Actionable intelligence from your engine monitor data

Engine monitor data can be difficult to understand. On every flight, your engine monitor captures tens of thousands of data points from dozens of sensors. This data can tell you a great deal about the health, performance and efficiency of your airplane and its powerplant. But how can you tell what’s normal or abnormal? And if abnormal, how can you know what to do about it? (Don’t expect your A&P to help you, most of them have litle or no knowledge or training in this area.)

Savvy’s innovative Report Cards and Trend Reports transform your engine monitor data into easy-to-understand infographics that enable you to determine quickly what’s normal or abnormal and how to address any abnormalities. The Report Card compares numerous critical parameters recorded by your engine monitor with a “cohort” of hundreds or thousands of other airplanes of the same make and model that we follow so you can see where your airplane falls “on the curve.” Here’s a list of the aircraft makes and models for which we presently have cohorts (and we’re adding more weekly.)

The Trend Report adds the time dimension to alert you to any statistically significant trends in your data (e.g., decreasing oil pressure, increasing CHT). These valuable reports are available to SavvyMx, SavvyQA and SavvyAnalysis Pro clients.

The real-life story below illustrates how these reports offer you easy-to-understand actionable intelligence about your aircraft and its powerplant.

A Troubling Report Card

Jack owns a 2016 Cirrus SR22 with a Garmin Perspective glass cockpit. (The Perspective is basically a G1000 on steroids.) His MFD records tons of data on an SD card—CHTs, EGTs, oil pressure and temperature, MAP, RPM, fuel flow, altitude, TAS, electrical bus voltages and current, even GPS coordinates—and Jack regularly uploads this data to the SavvyAnalysis platform.

Once uploaded, it’s scanned by sophisticated SavvyAI machine-learning algorithms that look for abnormal conditions like failing exhaust valves. Because Jack subscribes to SavvyAnalysis Pro, selected flights are also scrutinized by Savvy’s team of professional data analysts whenever Jack requests this, and he receives a comprehensive report on the health of his engine and the appropriateness of his powerplant management procedures.

Examining the Report Card

In addition, Jack receives regular “report cards” that graphically shows how his SR22 stacks up when compared to the “cohort” of more than 1,500 other normally aspirated Cirrus SR22s that SavvyAnalysis follows. The report card displays numerous parameters related to performance, efficiency, longevity and health of the aircraft and its engine, and “grades them on the curve” with reference to the cohort.

Jack was reviewing his latest report card. The section focused on the cruise phase of his flights (see image at right).

Jack thought it looked darn good. It showed that he had been operating at relatively modest cruise power (50%-64%), primarily because he habitually cruised at relatively high altitudes (median 11,500’ MSL, occasionally as high as FL180). These high altitudes allowed him to achieve better than average cruise speeds (158-176 KTAS, median 165 KTAS) and achieve better than average fuel efficiency (9.5 to 13.4 nm/gallon, median 12 nm/gallon). Not too shabby!

Too Hot in the Climb

But, as Jack read further down his airplane’s report card, however, he spotted something that got his attention (see image at right).

The maximum CHT during the climb phase was uncomfortably hot: median 376°F and maximum of 410°F—waaay too hot! (The SR22 has an exceptionally efficient engine cooling system, and it’s unusual to see CHTs above about 360°F in these airplanes.)

This section of the report card said “Your maximum CHTs have been higher than 75% of the cohort, higher than we like to see. We suggest you confirm that your full power fuel flow is adequate, ignition timing advance is correct, baffling is in good shape, and climb airspeed is high enough.”

Was this a problem with engine cooling baffles that are missing or mispositioned? While that’s often the cause of high CHTs, the section of the report card that shows maximum CHT spread in cruise (see image at right) makes it clear that Jack’s cooling system is in tip-top shape. The CHT spread measures the difference between the hottest and coolest CHT, and Jack’s spread was exceptionally good, better than 69% of the cohort. So the problem must be something else.

Inadequate Fuel Flow?

Indeed Jack’s report card clearly showed that his maximum fuel flow at takeoff power was less than it ought to be (see image at right). Jack’s median takeoff fuel flow was only 26.6 GPH, compared to the cohort average of 27.9 GPH. In other words,  Jack’s fuel flow was at least 1.3 GPH too low—and that would make a big difference in engine cooling during climb. (Actually, we’d prefer to see it adjusted to at least 28 GPH.)

When Did It Happen?

Jack hadn’t really noticed these high CHTs in climb, and he wondered how long this had been going on. To find out, he turned to his airplane’s Trend Report, yet another very useful report available to SavvyAnalysis Pro, SavvyQA and SavvyMx subscribers (see image at right).

The Trend Report showed that the high climb CHTs had been a problem for quite some time. The highest recorded CHT of (gasp) 410°F took place in mid-June, and all the flights from mid-July to late August had CHTs that were uncomfortably hot. Starting in September, the CHTs came down quite sharply—most likely correlated with the onset of cooler weather.

While looking at the trend report, another thing caught Jack’s eye (see image at right).

This shows that takeoff RPM for Jack’s airplane had been creeping lower over time in a statistically significant way. Maximum rated takeoff power on Jack’s Continental IO-550-N engine requires 2,700 RPM. Most mechanics adjust the prop governor slightly lower than this to avoid spurious overspeed alerts from the Garmin MFD during takeoff. Ideally, the governor should be adjusted to 2,675-2,680 RPM. However, Jack’s takeoff RPM was around 2,660 in mid-June and drifted down to nearly 2,650 by mid-September.

Jack made a note to have his shop adjust the prop governor at the next oil change.

Subscribers to SavvyAnalysis Pro, SavvyQA and SavvyMx who fly any of the aircraft makes and models for which we have a cohort (and we’re adding more weekly) automatically receive Report Cards and Trend Reports on a regular basis, and can also retrieve them on-demand at any time. These reports can be incredibly useful in identifying mechanical and operational issues and spotting significant trends.

A SavvyAnalysis Pro subscription includes unlimited analyses by Savvy’s team of professional analysts, automatic detection of potential failing exhaust valves and other anomalies by SavvyAI machine learning algorithms, and both automatic and on-demand Report Cards and Trend Reports. At a cost of just $129/year for a piston single like Jack’s Cirrus ($199/year for twins), it’s pretty much a no-brainer. If you’re a SavvyQA and SavvyMx subscriber, you get SavvyAnalysis Pro at no additional cost.