First off, the sensors are really looking at CO and fudging the A/F. E10 may show as "14.0" when mixed properly at cruise even though it may be 13.5 in actual fact. Putting in actual straight gas would then make it go rich. Not available here anyway. As for the variables, these are variables if I don't look too. The carb today doesn't know all of these things exactly but still works. Just because this is a razor when I could use a butter knife doesn't make it a bad tool. I can quite easily fudge my jets for the average day (temp, humidity, altitude) I actually see and happily accept lean on cold days and rich on hot days etc. At least I'll know where I stand. Without looking, today I could be at 15.5 at cruise and 14 at WOT. Fairly simply I could get into the known acceptable ranges and be better off. It's a carburetor, I'll never be optimized for everything but I'd rather be optimized, or at least good for some condition of my own choosing.
I guess it depends what type of sensor is providing the data and the methodology used to present the signal.
FYI....which you may recognise or not..... which type of sensor are you using to produce your data?
(From Google re oxygen sensors)....interesting information....
TYPES OF OXYGEN SENSORS
1. Zirconia sensor
The zirconium dioxide, or zirconia, lambda sensor is based on a solid-state electrochemical fuel cell called the Nernst cell. Its two electrodes provide an output voltage corresponding to the quantity of oxygen in the exhaust relative to that in the atmosphere.
An output voltage of 0.2 V (200 mV) DC represents a “lean mixture” of fuel and oxygen, where the amount of oxygen entering the cylinder is sufficient to fully oxidize the carbon monoxide (CO), produced in burning the air and fuel, into carbon dioxide (CO2). An output voltage of 0.8 V (800 mV) DC represents a “rich mixture”, which is high in unburned fuel and low in remaining oxygen. The ideal setpoint is approximately 0.45 V (450 mV) DC. This is where the quantities of air and fuel are in the optimal ratio, which is ~0.5% lean of the stoichiometric point, such that the exhaust output contains minimal carbon monoxide.
The voltage produced by the sensor is nonlinear with respect to oxygen concentration. The sensor is most sensitive near the stoichiometric point (where λ = 1) and less sensitive when either very lean or very rich.
The ECU is a control system that uses feedback from the sensor to adjust the fuel/air mixture. As in all control systems, the time constant of the sensor is important; the ability of the ECU to control the fuel–air ratio depends upon the response time of the sensor. Aging or fouled sensor tends to have a slower response time, which can degrade system performance. The shorter the time period, the higher the so-called “cross count” and the more responsive the system.
The sensor has a rugged stainless-steel construction internally and externally. Due to this the sensor has a high resistance to corrosion, allowing it to be used effectively in aggressive environments with high temperature/pressure.
The zirconia sensor is of the “narrow-band” type, referring to the narrow range of fuel/air ratios to which it responds.
2. Wideband zirconia sensor
A variation on the zirconia sensor, called the “wideband” sensor, was introduced by NTK in 1992 and has been widely used for car engine management systems in order to meet the ever-increasing demands for better fuel economy, lower emissions and better engine performance at the same time. It is based on a planar zirconia element, but also incorporates an electrochemical gas pump. An electronic circuit containing a feedback loop controls the gas-pump current to keep the output of the electrochemical cell constant so that the pump current directly indicates the oxygen content of the exhaust gas. This sensor eliminates the lean–rich cycling inherent in narrow-band sensors, allowing the control unit to adjust the fuel delivery and ignition timing of the engine much more rapidly. In the automotive industry, this sensor is also called a UEGO (universal exhaust-gas oxygen) sensor. UEGO sensors are also commonly used in aftermarket dyno tuning and high-performance driver air-fuel display equipment. The wideband zirconia sensor is used in stratified fuel injection systems and can now also be used in diesel engines to satisfy the upcoming EURO and ULEV emission limits.
Wideband sensors have three elements:
1. ion oxygen pump,
2. narrowband zirconia sensor,
3. heating element.
The wiring diagram for the wideband sensor typically has six wires:
1. resistive heating element,
2. resistive heating element,
3. sensor,
4. pump,
5. calibration resistor,
6. common.
3. Titania sensor
A less common type of narrow-band lambda sensor has a ceramic element made of Titania (titanium dioxide). This type does not generate its own voltage but changes its electrical resistance in response to the oxygen concentration. The resistance of the Titania is a function of the oxygen partial pressure and the temperature. Therefore, some sensors are used with a gas-temperature sensor to compensate for the resistance change due to temperature. The resistance value at any temperature is about 1/1000 the change in oxygen concentration. Luckily, at λ = 1, there is a large change of oxygen, so the resistance change is typically 1000 times between rich and lean, depending on the temperature.
As Titania is an N-type semiconductor with a structure TiO2−x, the x defects in the crystal lattice conduct the charge. So, for fuel-rich exhaust (lower oxygen concentration) the resistance is low, and for fuel-lean exhaust (higher oxygen concentration) the resistance is high. The control unit feeds the sensor with a small electric current and measures the resulting voltage drop across the sensor, which varies from nearly 0 volts to about 5 volts. Like the zirconia sensor, this type is nonlinear, such that it is sometimes simplistically described as a binary indicator, reading either “rich” or “lean”. Titania sensors are more expensive than zirconia sensors, but they also respond faster.
Anyway.....I'll continue to read my plugs to determine mixture ratios on the old GTX and for my 2020 Denali, I'll let the 4 O2 sensors and the engine management computer determine whats needed for the 6.2 liter 420 Hp engine to operate at peak efficiency and just enjoy the ride as we go down the road.
BOB RENTON