FLEXIBLE WIDE BANDGAP DOUBLE PULSE TESTING METHODOLOGY
20230133743 · 2023-05-04
Assignee
Inventors
- Vivek Shivaram (Bangalore, IN)
- Niranjan R Hegde (Siddapur, IN)
- Parjanya Adiga (Bengaluru, IN)
- Krishna N H Sri (Bengaluru, IN)
- Tsuyoshi Miyazaki (Kawaguchi, JP)
- Yogesh M. Pai (Bengaluru, IN)
- Venkatraj Melinamane (Bangalore, IN)
Cpc classification
G01R31/2801
PHYSICS
G01R31/2639
PHYSICS
International classification
Abstract
A test and measurement instrument has a user interface, one or more probes to allow the instrument to connect to a device under test (DUT), and one or more processors configured to execute code to cause the one or more processors to: receive one or more user inputs through the user interface, at least one of the user inputs to identify at least one analysis to be performed on the DUT, receive waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and second pulse or multiple pulses from a source instrument, perform the at least one analysis on the waveform data, and display the waveform data and analysis on the user interface. A method of automatically performing a double pulse test and analysis on a device under test (DUT) includes receiving a user input through a user interface on a test and measurement instrument, the user input to identify at least one analysis to be performed on waveform data received from the DUT, receiving the waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and a second pulse or multiple pulses from a source instrument, performing the analysis on the waveform data, and displaying the waveform data and analysis on the user interface.
Claims
1. A test and measurement instrument, comprising: a user interface; one or more probes to connect to a device under test (DUT); and one or more processors configured to execute code to cause the one or more processors to: receive one or more user inputs through the user interface, at least one of the user inputs to identify at least one analysis to be performed on the DUT; receive waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and second pulse or multiple pulses from a source instrument; perform the at least one analysis on the waveform data; and display the waveform data and analysis on the user interface.
2. The test and measurement instrument as claimed in claim 1, further comprising a communication channel between the test and measurement instrument and the source instrument and wherein the one or more processors are further configured to execute code to cause the one or more processors to synchronize the test and measurement instrument with the source instrument.
3. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processors to receive the one or more user inputs comprises code to cause the one or more processors to receive the one or more user inputs to identify one of a switching parameter analysis, a switching timing analysis, diode reverse recovery analysis, and capacitance analysis.
4. The test and measurement instrument as claimed in claim 3, wherein the user input identifies a switching parameter analysis and the one or more processors are further configured to display a set of user-selectable switching parameters for analysis, the user-selectable switching parameters including one or more of E.sub.on, E.sub.off, T.sub.offLoss, T.sub.offLoss, V.sub.ce(peak), I.sub.c(peak), V.sub.ce(high), I.sub.c(high), and Switching Summary measurement with statistics.
5. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive a user input to designate an automatic selection, and the one or more processors are further configured to automatically set a pulse region for the second pulse, or a designation for the user to select a pulse region for the second pulse.
6. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processors to display the waveform data and analysis on the user interface comprises code to cause the one or more processors to annotate automatically a region of interest in the waveform data and display analysis data.
7. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processor to perform the at least one analysis comprises code to cause the one or more processors to perform an energy loss analysis and notify a user of a failure, the failure being a missing second pulse.
8. The test and measurement instrument as claimed in claim 1, wherein the one or more processors are further configured to execute code to cause the one or more processors to perform at least one of applying signal conditioning to the waveform data from the DUT to mitigate effects of noise, and setting a hysteresis band to accommodate noise in the waveform data.
9. The test and measurement instrument as claimed in claim 1, wherein the one or more processors are further configured to execute code to cause the one or more processors to select particular pulse regions in the waveform data for display, and allow a user to zoom to a particular region of the waveform data in response to user inputs and to navigate to multiple regions, the one or more processors to also display analysis data of the particular regions as the particular regions are displayed.
10. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive at least one of a user-selected source, voltage, and current levels, the levels being one of absolute or percentage levels.
11. The test and measurement instrument as claimed in claim 1, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive power device test parameters comprising at least one of maximum voltage, number of pulses, and maximum current, and the one or more processors are further configured to execute code to cause the one or more processors to determine horizontal, vertical and trigger settings for highest precision.
12. A method of automatically performing a double pulse test and analysis on a device under test (DUT), comprising: receiving a user input through a user interface on a test and measurement instrument, the user input to identify at least one analysis to be performed on waveform data received from the DUT; receiving the waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and a second pulse or multiple pulses from a source instrument; performing the analysis on the waveform data; and displaying the waveform data and analysis on the user interface.
13. The method as claimed in claim 12, further comprising synchronizing the test and measurement instrument to the source instrument.
14. The method as claimed in claim 12, wherein receiving a user input comprises receiving a user input identifying the analysis as being one of a switching parameter analysis, a switch timing analysis, a diode reverse recovery analysis, and a capacitance analysis.
15. The method as claimed in claim 14, wherein the user input identifies a switching parameter analysis and the method further comprises displaying a set of user-selectable switching parameters for analysis.
16. The method as claimed in claim 12, wherein the user input includes one of either an automatic selection and the method further comprises setting a pulse region for the second pulse, or a selection from the user selecting a pulse region for the second pulse.
17. The method as claimed in claim 12, wherein displaying the waveform data and analysis on the user interface further comprises automatically annotating a region of interest in the waveform data and analysis display.
18. The method as claimed in claim 12, wherein performing the analysis comprises determining that the analysis has failed, and notifying the use of the failure.
19. The method as claimed in claim 18, wherein the analysis comprises an energy loss analysis and the failure comprises the second pulse being missing.
20. The method as claimed in claim 12, further comprising allowing the user to select that the at least one analysis be done in a forward direction or a backward direction.
Description
BRIEF DESCRIPTION OF THE DRAWINGS
[0015]
[0016]
[0017]
[0018]
[0019]
[0020]
[0021]
[0022]
[0023]
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
[0030]
[0031]
DETAILED DESCRIPTION
[0032] The various embodiments of the present disclosure provide automated double Pulse Test (DPT) measurements with a reverse recovery plot for system validation of Wide Band Gap (WBG) power devices during in-circuit operation.
[0033] Measurement of reverse recovery characteristics depends heavily upon the acquisition accuracy. With industry leading probes developed by Tektronix, such as the Iso-Vu probes and Tektronix current probes (TCP), systems can measure reverse recovery characteristics close to the device's real characteristics. The embodiments here have several advantages. These include definition of a workflow to meet and debug new designs in accordance with industry standards. Other advantages include automated measurements with validation and feedback, automation of the source instrument, test and measurement instrument and the device under test (DUT), and flexibility with custom reference levels and configurable integration points in measurement. Additional advantages include a new plot type for reverse recovery representation with time sliced overlapping capability, per cycle analysis with annotation, and control of single and multiple pulse results and statistics.
[0034] The WBG test and measurement instrument based solution of the embodiments offers flexibility in the workflow and performs complex measurements. These standards may include, without limitation, those set out by various standard-setting bodies, such as JEDEC (Joint Electronic Device Engineering Council) and IEC (International Electrotechnical Commission). The present solution (WBG-DPT) is very useful to the designers and validation teams.
[0035] Power-electronic systems involve switching of power semiconductor devices (PSDs) by applying control signals in order to control the flow of current. The dynamic performance of the PSDs has a significant impact on the efficiency and power density of power converters and other power-electronic systems.
[0036]
[0037] The DUT is customized based on target applications. The PCB board is designed to be compact and minimize the effects of the circuit parasitic and its loops that affect the dynamic performance of the packaged board. The fast-switching WBG(s) have high sensitivity to the circuit parasitic, so it is critical to measure DPT switching and diode recovery parameters during in-circuit operation as part of system validation. The information obtained from DPT analysis helps in predicting board thermo-electric performance, very valuable in validating target application designs.
[0038]
[0039]
[0040] One should note that the discussion focuses on an AFG as the source instrument, and an oscilloscope, or scope, as the test and measurement instrument, but this discussion uses these for ease of understanding and does not intend to limit these elements to those particular examples in any way.
[0041] The embodiments here allow for a myriad of measurements for WBG devices.
[0042]
[0043] Probes from the test and measurement instrument 28 capture the switching voltage and current, along with the gate voltage of Q2. The configuration of probe connections to the test and instrument device 26 merely constitutes an example. The probes connect to the test and measurement instrument through ports 32, which in turn transfer data to the processor 30. The user interface 34, upon which the menu such as that shown in
[0044] As seen in the diagram, an optional connection exists between the source instrument and the test and measurement instrument. The activation of the DUT, as used here, means application of power from the power supplies and then the application of the pulses form the source instrument. The application of the source instrument may occur synchronized to the test and measurement instrument using the optional connection/communication channel.
[0045] This system allows for automation of the DPT process, but still allows for variations. For example, the system may automatically set the pulse region for the second pulse in accordance with one of many industry standards. However, the user has the flexibility to change the pulse region based on their DUT operation. With the ‘automatic’ selection, the user does not have to perform any setup for anything in the measurement configuration. The automatic setting performs both validation, and measurement on the waveform.
[0046] For the user-selectable settings,
[0047] Using an IGBT as an example, one can calculate the turn-on and the turn-off parameters by looking at the falling edge of the first pulse and the rising edge of the second pulse, as shown in
E.sub.on=∫.sub.Tonstart.sup.TonstopV.sub.CEI.sub.Cdt (1)
Energy dissipated inside the IGBT during the turn-off time plus the tail time of a single collector current pulse.
E.sub.off=∫.sub.Toffstart.sup.ToffstopV.sub.CEI.sub.Cdt (2)
[0048]
[0049] The one or more processors in the test and measurement instrument provide capabilities to increase the accuracy of measurements by performing signal conditioning on the incoming waveform data. The incoming data from the DUT will typically be analog signal data that undergoes analog-to-digital conversion prior to analysis. Signal conditioning may include voltage or current limiting, applying anti-aliasing filters, amplification, filtering, and many others. The signal conditioning will typically mitigate the effects of noise to ensure that measurements have higher accuracy than they would have without signal conditioning. Other noise control techniques may include the use of a hysteresis band control loop or filter.
[0050] In addition, while the above discussion mentions the user input identifying the analysis to be performed by the DUT as a user-entered input, the user input could also comprise a user providing an automated script or other form of programming using a programmatic interface to perform the testing and analysis in an automated fashion. This is true for all aspects of the DPT testing, including reverse recovery discuss below.
[0051] During the start of second pulse of double pulse testing, the freewheeling diode that will be in forward conduction mode switches to reverse blocking mode. Current in the diode will dip below zero and recover back to 0 ampere at this time, as shown in
[0052] The reverse recovery time can be found using the formula:
Trr=ta+tb (3)
where t.sub.a is the time taken for reverse current fall to reach maximum reverse current from 0 ampere during second pulse, and t.sub.b is the time at which extrapolated tangent drawn on rise of reverse current towards 0 ampere intercepts zero current axis.
[0053] After the user provides appropriate inputs to measurement, t.sub.a is determined using robust edge detection technique on the waveform with the edge at zero ampere within a hysteresis band. For t.sub.b, a tangent line is drawn for reverse time analysis at recovery of the reverse current from its maximum reverse current towards zero current axis. In some standards, this tangent should be passing through 90% and 25% points of the maximum reverse current (I.sub.rm). For a novice user, the solution provides automatic levels configured by the oscilloscope according to the industry standards.
[0054] Since recovery of current can happen very abruptly or softly based on system, the ability to configure these percentage levels has value. In the embodiment of the WBG solution, the user can configure this tangent line to pass though different start and end percentages of I.sub.rm. The line equation passing through A % and B % of I.sub.rm at instance t.sub.1 and t.sub.2 respectively is found by:
[0055] Time at which this tangent line intercepts zero current axis is at:
[0056] Using this intercept time, the t.sub.b reverse recovery time is found by subtracting t.sub.int with the time at which current reached I.sub.rm (t.sub.rm).
tb=tint−trm (6)
[0057] As noted from equation 5, t.sub.int is independent of I.sub.rm. As the configuration of start and end points of the tangent line varies, total reverse recovery time (T.sub.a) varies. This novel configuration facility provides a powerful tool for analyzing non-linear reverse recovery region based on visual feedback and scope measurement feedback. In the embodiments here of a WBG solution, the points through which the line should pass can be provided as absolute values or as percentage of I.sub.rm. These configurations will help engineers to judge the nature of recovery of current and quantify them with measurement results.
[0058] Further, since reverse recovery time parameters comprise time sensitive information, the proposed solution will provide a new plot in the application called a reverse recovery plot.
[0059] Conventional solutions to not have the ability to zoom automatically to the reverse recovery region and annotate them with parameters like I.sub.rm, time taken to reach I.sub.rm (t.sub.a), intercept of time axis by tangent (t.sub.b), total reverse time (t.sub.a) and other relevant parameters which decide the reverse recovery time of the system.
[0060] Reverse recovery charge is an important parameter to determine the reverse characteristic of system. Recovered charge, Q.sub.rr, can be approximated by area under the reverse current-time curve. This charge region represents energy that must be dissipated with reverse voltage in the power switching side of the circuit. The user should provide a reverse current waveform as input to this measurement and has an option to provide gate voltage as the edge qualifier, since gate source is usually cleaner because they are directly from IC.
[0061] Q.sub.rr is defined as the integral of the reverse current flowing, as shown in
Qrr=∫.sub.t0.sup.t0+tiirr×dt (7)
[0062] Where, t.sub.0 is the time at which reverse current drops below zero current axis during second pulse, and t.sub.i is the integration time up to which reverse charge to be found.
[0063] The integration time to find the reverse charge will depend on I.sub.rm. This integration time is found by sweeping current waveform until current reaches certain percentage of I.sub.rm during rise of current towards zero current axis. Some industry standards set the latter percentage of I.sub.rm at 2% during recovery towards zero current axis.
[0064] Since each system design has its own tolerance over reverse charge, solution has the facility to configure integration time (t.sub.i) by providing percentage of maximum reverse current (I.sub.rm). This novel configuration capability caters to non-linear recovery region analysis. In the embodiments of the WBG solution, the I.sub.rm value up to which integration should be done can be provided as absolute values or as percentage of I.sub.rm The new reverse recovery plot for this measurement will identify reverse recovery region from captured waveform, annotate the time considered for integration in equation (7) and fill the total charge area.
[0065] A unique approach of new reverse recovery plot is its capacity to consider multiple double pulse sets and provide visual and measurement results on each set. The user can configure measurements in WBG solution to query results on every first or second pulse or all pulses of double pulse set. In case of multiple pulses, the edge qualifier waveform provided to measurement is used as reference to find the pulse position.
[0066]
[0067] The embodiments of the WBG application render multiple pulses on a single plot annotating reverse current (I.sub.rr) recovery region along with other recovery region in background for comparison. Since there are multiple regions of interest in one acquisition, the instrument uses single current waveform to slices each region of interest and overlap them in the plot. The instrument also has the capability to display multiple regions from multiple plots as an overlay as shown in
[0068] The user interface allows the user to navigate the waveform. In addition to zooming into a region of interest, the user can filter the results by selecting the first pulse, second pulse, every odd pulse, every even pulse, multiple pulses other than odd and even, etc. The navigation allows the user to move to the next, previous, minimum, maximum, etc. As the user navigates the annotations update to reflect the zoomed region. Highlighting of the zoomed region of interest may involve using a different color, bolding the line, etc. The instrument also has the capability to analyze the signals in both the forward direction (left to right in the figures), and the backward direction (right to left in the figures) to handle oscillation at the region of interest.
[0069] This new plot type in the oscilloscope will provide overlay of multiple varying-time sliced wave from a single waveform. This plot also provides the ability to navigate each of these region and measurement results on the scope updates accordingly. No oscilloscope application presently exists in the market that can provide such a navigation feature on a single waveform containing multiple reverse regions highlighting reverse characteristics.
[0070] Further extension of this reverse recovery plot is to provide configurable visual masking limits so that every reverse region is under specific limits. The scope will run measurement and notify on any limit violation. This masking feature on plot will be helpful in maintaining ideal reverse recovery region of system limiting maximum recovery time, maximum reverse current etc.
[0071] Aspects of the disclosure may operate on a particularly created hardware, on firmware, digital signal processors, or on a specially programmed general purpose computer including a processor operating according to programmed instructions. The terms controller or processor as used herein are intended to include microprocessors, microcomputers, Application Specific Integrated Circuits (ASICs), and dedicated hardware controllers. One or more aspects of the disclosure may be embodied in computer-usable data and computer-executable instructions, such as in one or more program modules, executed by one or more computers (including monitoring modules), or other devices. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types when executed by a processor in a computer or other device. The computer executable instructions may be stored on a non-transitory computer readable medium such as a hard disk, optical disk, removable storage media, solid state memory, Random Access Memory (RAM), etc. As will be appreciated by one of skill in the art, the functionality of the program modules may be combined or distributed as desired in various aspects. In addition, the functionality may be embodied in whole or in part in firmware or hardware equivalents such as integrated circuits, FPGA, and the like. Particular data structures may be used to more effectively implement one or more aspects of the disclosure, and such data structures are contemplated within the scope of computer executable instructions and computer-usable data described herein.
[0072] The disclosed aspects may be implemented, in some cases, in hardware, firmware, software, or any combination thereof. The disclosed aspects may also be implemented as instructions carried by or stored on one or more or non-transitory computer-readable media, which may be read and executed by one or more processors. Such instructions may be referred to as a computer program product. Computer-readable media, as discussed herein, means any media that can be accessed by a computing device. By way of example, and not limitation, computer-readable media may comprise computer storage media and communication media.
[0073] Computer storage media means any medium that can be used to store computer-readable information. By way of example, and not limitation, computer storage media may include RAM, ROM, Electrically Erasable Programmable Read-Only Memory (EEPROM), flash memory or other memory technology, Compact Disc Read Only Memory (CD-ROM), Digital Video Disc (DVD), or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, and any other volatile or nonvolatile, removable or non-removable media implemented in any technology. Computer storage media excludes signals per se and transitory forms of signal transmission.
[0074] Communication media means any media that can be used for the communication of computer-readable information. By way of example, and not limitation, communication media may include coaxial cables, fiber-optic cables, air, or any other media suitable for the communication of electrical, optical, Radio Frequency (RF), infrared, acoustic or other types of signals.
[0075] Additionally, this written description makes reference to particular features. It is to be understood that the disclosure in this specification includes all possible combinations of those particular features. For example, where a particular feature is disclosed in the context of a particular aspect, that feature can also be used, to the extent possible, in the context of other aspects.
[0076] Also, when reference is made in this application to a method having two or more defined steps or operations, the defined steps or operations can be carried out in any order or simultaneously, unless the context excludes those possibilities.
Examples
[0077] Illustrative examples of the disclosed technologies are provided below. An embodiment of the technologies may include one or more, and any combination of, the examples described below.
[0078] Example 1 is a test and measurement instrument, comprising: a user interface; one or more probes to connect to a device under test (DUT); and one or more processors configured to execute code to cause the one or more processors to: receive one or more user inputs through the user interface, at least one of the user inputs to identify at least one analysis to be performed on the DUT; receive waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and second pulse or multiple pulses from a source instrument; perform the at least one analysis on the waveform data; and display the waveform data and analysis on the user interface.
[0079] Example 2 is the test and measurement instrument of Example 1, further comprising a communication channel between the test and measurement instrument and the source instrument and wherein the one or more processors are further configured to execute code to cause the one or more processors to synchronize the test and measurement instrument with the source instrument.
[0080] Example 3 is the test and measurement instrument of either of Examples 1 or 2, wherein the code to cause the one or more processors to receive the one or more user inputs comprises code to cause the one or more processors to receive the one or more user inputs to identify one of a switching parameter analysis, a switching timing analysis, diode reverse recovery analysis, and capacitance analysis.
[0081] Example 4 is the test and measurement instrument of Example 3, wherein the user input identifies a switching parameter analysis and the one or more processors are further configured to display a set of user-selectable switching parameters for analysis, the user-selectable switching parameters including one or more of E.sub.on, E.sub.off, T.sub.offLoss, T.sub.offLoss, V.sub.ce(peak), I.sub.c(peak), V.sub.ce(high), I.sub.c(high), and Switching Summary measurement with statistics.
[0082] Example 5 is the test and measurement instrument of any of Examples 1 through 4, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive a user input to designate an automatic selection and the one or more processors are further configured to automatically set a pulse region for the second pulse, or a designation for the user to select a pulse region for the second pulse.
[0083] Example 6 is the test and measurement instrument of any of Examples 1 through 5, wherein the code to cause the one or more processors to display the waveform data and analysis on the user interface comprises code to cause the one or more processors to annotate automatically a region of interest in the waveform data and display analysis data.
[0084] Example 7 is the test and measurement instrument of any of Examples 1 through 6, wherein the code to cause the one or more processor to perform the at least one analysis comprises code to cause the one or more processors to perform an energy loss analysis and notify a user of a failure, the failure being a missing second pulse.
[0085] Example 8 is the test and measurement instrument of any of Examples 1 through 7, wherein the one or more processors are further configured to execute code to cause the one or more processors to perform at least one of applying signal conditioning to the waveform data from the DUT to mitigate effects of noise, and setting a hysteresis band to accommodate noise in the waveform data.
[0086] Example 9 is the test and measurement instrument of any of Examples 1 through 8, wherein the one or more processors are further configured to execute code to cause the one or more processors to select particular pulse regions in the waveform data for display, and allow a user to zoom to a particular region of the waveform data in response to user inputs and to navigate to multiple regions, the one or more processors to also display analysis data of the particular regions as the particular regions are displayed.
[0087] Example 10 is the test and measurement instrument of any of Examples 1 through 9, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive at least one of a user-selected source, voltage, and current levels, the levels being one of absolute or percentage levels.
[0088] Example 11 is the test and measurement instrument of any of Examples 1 through 10, wherein the code to cause the one or more processors to receive one or more user inputs comprises code to cause the one or more processors to receive power device test parameters comprising at least one of maximum voltage, number of pulses, and maximum current, and the one or more processors are further configured to execute code to cause the one or more processors to determine horizontal, vertical and trigger settings for highest precision.
[0089] Example 12 is a method of automatically performing a double pulse test and analysis on a device under test (DUT), comprising: receiving a user input through a user interface on a test and measurement instrument, the user input to identify at least one analysis to be performed on waveform data received from the DUT; receiving the waveform data from the DUT when the DUT is activated by application of power from a power supply, and application of one of a first and a second pulse or multiple pulses from a source instrument; performing the analysis on the waveform data; and displaying the waveform data and analysis on the user interface.
[0090] Example 13 is the method of Example 12, further comprising synchronizing the test and measurement instrument to the source instrument.
[0091] Example 14 is the method of either of Examples 12 or 13, wherein receiving a user input comprises receiving a user input identifying the analysis as being one of a switching parameter analysis, a switch timing analysis, a diode reverse recovery analysis, and a capacitance analysis.
[0092] Example 15 is the method of Example 14, wherein the user input identifies a switching parameter analysis and the method further comprises displaying a set of user-selectable switching parameters for analysis.
[0093] Example 16 is the method of any of Examples 12 through 15, wherein the user input includes one of either an automatic selection and the method further comprises setting a pulse region for the second pulse, or a selection from the user selecting a pulse region for the second pulse.
[0094] Example 17 is the method of any of Examples 12 through 16, wherein displaying the waveform data and analysis on the user interface further comprises automatically annotating a region of interest in the waveform data and analysis display.
[0095] Example 18 is the method of any of Examples 12 through 17, wherein performing the analysis comprises determining that the analysis has failed, and notifying the use of the failure.
[0096] Example 19 is the method of Example 18, wherein the analysis comprises an energy loss analysis and the failure comprises the second pulse being missing.
[0097] Example 20 is the method of any of Examples 12 through 19, further comprising allowing the user to select that the at least one analysis be done in a forward direction or a backward direction.
[0098] All features disclosed in the specification, including the claims, abstract, and drawings, and all the steps in any method or process disclosed, may be combined in any combination, except combinations where at least some of such features and/or steps are mutually exclusive. Each feature disclosed in the specification, including the claims, abstract, and drawings, can be replaced by alternative features serving the same, equivalent, or similar purpose, unless expressly stated otherwise.
[0099] Although specific embodiments have been illustrated and described for purposes of illustration, it will be understood that various modifications may be made without departing from the spirit and scope of the disclosure. Accordingly, the invention should not be limited except as by the appended claims.