Article: Introduction to Measuring Electric Power During Transients

Visualize Real Time Data in a Variety of Ways

There are some interesting things that this system, specifically the software, enable while acquiring data. The data can be visualized in a variety of ways. A random sampling of things showing some raw traces can be seen in the screenshot above. The traces are high-speed BWM raw signals. This is what the signals look like at the high sample rate.

Some RMS averages are displayed, which gives the opportunity to look at a steady-state value or an average value of the signals, to see the changes happening live. It is hard to see the change between one current peak and another, but the RMS is a lot more obvious and so watching the RMS in-vehicle can be a really powerful tool.

Digital readouts of that RMS current and RMS voltage power give drivers feedback on what points they have achieved. A driver or passenger can then throw a trigger on any value, after hitting a certain voltage or current that they want.

As shown above, in the real time display that one might have in a vehicle or during a drive cycle, ID and IQ are calculated live. These are shown in a time trace and as an X, Y plot. There are a lot of ways to visualize the data and any one of these points can be triggered.

These triggers can be thrown to plot out a live efficiency heat map, as shown in this next image, and reverse engineer something to understand what the full efficiency is and then view all the signals to have a good understanding of what our vehicle is doing.

Dynamic Testing with Cycle Detect

Drive cycles and in-vehicle testing require dynamic power measurements. Dynamic power has a lot of importance.

This first graph – acceleration - shows the scooter accelerating from zero to a certain speed. Current is shown in red, voltage in blue, and then power, reactive power and apparent power in black, pink, and yellow respectively. The kickback needed to start the scooter can be seen. The scooter's inverter then activates and the PWM kicks on. There is a little in-rush and then as that frequency increases and the scooter speeds, the bands can be seen getting tighter. There is a little bit of overshoot and then a more steady state.

Throughout recording, the cycle detect in black can be seen tracking that current all the way. The cycle detect allows measurement of signals as frequency changes. As the current value gets close to zero, the frequency is increasing. Then there are power values that are steadily increasing with vehicle power. There is a little in-rush of current where the scooter was kicked, as power was actually being put into the system. As that power is increasing, there is windage from the hills that are causing real-world oscillation in power as it is increasing. After this, there is an overshoot from the extra power. In these dynamic scenarios, more power is being used up than would normally be used.

This is a valuable tool for understanding how far a vehicle is going to go with an actual driver, an actual powertrain and actual road conditions. Dynamic testing lets users characterize real-world scenarios. It gives an accurate estimate for the range of the vehicle and allows optimization of the powertrain to perform better on EPA driven or governing body driven tests.

Jump and Land

This analysis shows what happened when a jump was carried out with the scooter. It is operating in a steady state and then with the jump the frequency speeds up rapidly because there is now no load. It is trying to hold a torque, but it is just open, with wheels spinning. Then the scooter lands, and there is a big inrush of current, which is a fairly traumatic state for the system. Speed increases and there is a decrease in power, and then the inertia of the actual wheel enters regeneration. After that, there is a big jump in power again.

These are not necessarily things that we would account for in a drive cycle test. However it is an important thing to examine when looking at vehicle operation – how do systems handle unexpected disturbances such as the wheel becoming airborne, or the vehicle hitting ice and slipping?
Understanding these kinds of cases can add to vehicle experience and operation, helping to prevent many issues downstream and in the life of the vehicle. This is very valuable information for catching all the weird things that could happen, and for identifying how to keep currents from going over a certain threshold in order to maintain the life of the system, prevent overheating and demagnetization, and avoid breaking the gearbox with really quick torque responses.

Energy Use During a Drive Cycle

Drive cycles can be performed on a dyno, a chassis dyno and vehicle runs. This set of graphs shows a lap around a circuit that emulates a drive cycle where there are accelerations and decelerations. Voltage (blue) and current (red) spike, fall and come down to zero. Vehicle speed or vehicle frequency (black) shows that the scooter is accelerating, decelerating, at zero, kicking, and so on. The vehicle path can be followed, giving an understanding of which things, like the jump, are happening where.

By dynamic power tracking and using a cycle detect to follow the fundamental, it can be seen when the system enters regeneration, when there are hard accelerations, and when power is being wasted. This can all be translated in real time to energy. This allows users to follow energy used over time, which is important because energy usage translates to range. The lesser the amount of energy that needs to be used for the same distance, the more range, and the more efficient the vehicle is.

By understanding how a certain power spike is influencing the energy used, the system overdrive cycle can be optimized by doing things like handling regeneration more effectively.

Dynamic Efficiency Testing on a Test Stand

Drive Cycle Testing

These drive cycles depicting real-world scenarios can be taken and replayed on a dynamometer. You can take the equipment from the vehicle, bring it to a test stand, and then replicate the torque-speed combination.The images above show a torque pattern (red) and a speed pattern (blue) for the World Harmonized Light Vehicles Test (WLTC). It is clear that to get given speeds for this drive cycle, a certain torque needs to be applied. In this 30-minute test, as well as torque and speed motor loss was also measured, which showed that the losses from the machine came from different elements. Winding temperatures. Were also measured and lastly, some real time estimations were carried out to get magnet temperature.These are all things that could be done in-vehicle on a chassis dyno, in-vehicle on the road, or on a dyno for R&D purposes. The tests help you to understand where your losses are highest so you can start to minimize them.

Dynamic Controls Work

3-Phase Scooter – Jump and Land

A lot of the time, especially when we are looking at transient states, it is important to understand how a controller handles the situation. Does the controller behave acceptably during transients? Getting an understanding of what the machine controller may be doing is useful for calibration and for reverse engineering or benchmarking. Understanding calibration is important for customer experience.

The jump scenario was plotted in the space vector plane (shown above)  to form an idea of how the controller was handling this given transient situation.

The first graph shows that there is a high fundamental frequency of low torque and that then a lot of current and torque is applied when the vehicle lands. Flux in the magnetization can then be seen.