Algorithm Execution Time and Accuracy of NTC Thermistor-Based Temperature Measurements in Time-Critical Applications

This paper addresses the challenges of selecting a suitable method for negative temperature coefficient (NTC) thermistor-based temperature measurement in electronic devices. Although measurement accuracy is of great importance, the temperature calculation time represents an even greater challenge since it is inherently constrained by the control algorithm executed in the microcontroller (MCU). Firstly, a simple signal conditioning circuit with the NTC thermistor is introduced, resulting in a temperature-dependent voltage UT being connected to the MCU’s analog input. Next, a simulation-based approximation of the actual temperature vs. voltage curve is derived, resulting in four temperature notations: for a look-up table principle, polynomial approximation, B equation and Steinhart–Hart equation. Within the simulation results, the expected temperature error of individual methods is calculated, whereas in the experimental part, performed on a DC/DC converter prototype, required prework and available MCU resources are evaluated. In terms of expected accuracy, the look-up table and the Steinhart–Hart equation offer superior results over the polynomial approximation and B equation, especially in the nominal temperature range of the NTC thermistor. However, in terms of required prework, the look-up table is inferior compared to the Steinhart–Hart equation, despite the latter having far more complex mathematical functions, affecting the overall MCU algorithm execution time significantly.

[1]  Philippe Poure,et al.  Open-Switch Fault-Tolerant Operation of a Two-Stage Buck/Buck–Boost Converter With Redundant Synchronous Switch for PV Systems , 2019, IEEE Transactions on Industrial Electronics.

[2]  Chua-Chin Wang,et al.  Temperature-to-Frequency Converter With 1.47% Error Using Thermistor Linearity Calibration , 2019, IEEE Sensors Journal.

[3]  Rui Ma,et al.  Open-Circuit Switch Fault Diagnosis and Fault- Tolerant Control for Output-Series Interleaved Boost DC–DC Converter , 2021, IEEE Transactions on Transportation Electrification.

[4]  Marko Petkovsek,et al.  Evaluating Common-Mode Voltage Based Trade-Offs in Differential-Ended and Single-Supplied Signal Conditioning Amplifiers , 2021, Electronics.

[5]  Maide Bucolo,et al.  A Real Time Feed Forward Control of Slug Flow in Microchannels † , 2019, Energies.

[6]  Gianmario Pellegrino,et al.  Online Junction Temperature Estimation of SiC Power mosfets Through On-State Voltage Mapping , 2018, IEEE Transactions on Industry Applications.

[8]  Vaegae Naveen Kumar,et al.  Development of an ANN-Based Linearization Technique for the VCO Thermistor Circuit , 2015, IEEE Sensors Journal.

[9]  Toshko G. Nenov,et al.  Linearization Circuit of the Thermistor Connection , 2009, IEEE Transactions on Instrumentation and Measurement.

[10]  Shiwei Feng,et al.  Junction Temperature Measurement Method for Power mosfets Using Turn-On Delay of Impulse Signal , 2018, IEEE Transactions on Power Electronics.

[11]  John S. Steinhart,et al.  Calibration curves for thermistors , 1968 .

[12]  T.J. Bajzek,et al.  Thermocouples: a sensor for measuring temperature , 2005, IEEE Instrumentation & Measurement Magazine.

[13]  M. V. Nikolić,et al.  A Ground Temperature Profile Sensor Based on NTC Thick Film Segmented Thermistors: Main Properties and Applications , 2018, IEEE Sensors Journal.

[14]  Debangshu Dey,et al.  A Linearization Scheme for Thermistor-Based Sensing in Biomedical Studies , 2016, IEEE Sensors Journal.

[15]  Maciej Sułowicz,et al.  Low-Frequency Signal Sampling Method Implemented in a PLC Controller Dedicated to Applications in the Monitoring of Selected Electrical Devices , 2021 .

[16]  Wenjun Wang,et al.  High Temperature Dry Tribological Behavior of Nb-Microalloyed Bearing Steel 100Cr6 , 2021, Materials.

[17]  Tarikul Islam,et al.  An efficient signal conditioning circuit to piecewise linearizing the response characteristic of highly nonlinear sensors , 2018, Sensors and Actuators A: Physical.

[18]  Debangshu Dey,et al.  Linearization of NTC Thermistor Characteristic Using Op-Amp Based Inverting Amplifier , 2013, IEEE Sensors Journal.

[19]  Michael Gleissner,et al.  Design and Control of Fault-Tolerant Nonisolated Multiphase Multilevel DC–DC Converters for Automotive Power Systems , 2016, IEEE Transactions on Industry Applications.

[20]  Chiachung Chen,et al.  Evaluation of resistance–temperature calibration equations for NTC thermistors , 2009 .

[22]  Vaegae Naveen Kumar,et al.  Development of an Intelligent Temperature Transducer , 2016, IEEE Sensors Journal.

[23]  Jian Feng,et al.  Design and Application of High-Precision Temperature Measuring Instrument for Ice Cover Profile of River Based on the Resistance Residual Compensation Method , 2020, IEEE Access.

[24]  Vineet Kumar,et al.  FPGA Implementation of Steinhart–Hart Equation for Accurate Thermistor Linearization , 2018, IEEE Sensors Journal.

[25]  Vaegae Naveen Kumar,et al.  Development of thermistor signal conditioning circuit using artificial neural networks , 2015 .

[26]  Hari Kishor Muchenedi,et al.  Fabrication of Ferroelectric Liquid Crystal Thermistor , 2020, IEEE Transactions on Electron Devices.

[27]  M. Marinov,et al.  Review of Microfluidic Methods for Cellular Lysis , 2021, Micromachines.

[28]  Jonas Urbonas,et al.  Dynamic Temperature Measurements of a GaN DC–DC Boost Converter at MHz Frequencies , 2020, IEEE Transactions on Power Electronics.

[29]  Debangshu Dey,et al.  A Combination of Astable Multivibrator and Microcontroller for Thermistor-Based Temperature Measurement Over Internet , 2019, IEEE Sensors Journal.

[30]  D. Miklavčič,et al.  The effect of temperature and bacterial growth phase on protein extraction by means of electroporation. , 2016, Bioelectrochemistry.