Load Estimation for Induction Heating Cookers Based on Series RLC Natural Resonant Current
Abstract
:1. Introduction
2. Characteristics of Cookware on an IHC
- vr1 and ir1: resonant voltage vr and current ir, respectively, representing the fundamental frequency components.
- Vrp1 and Irp1: amplitude of vr1 and ir1, respectively.
- θv1 and θi1: phase angle of vr1 and ir1, respectively.
2.1. Measurement at Different Operating Currents
2.2. Measurement at Different Operating Frequencies
2.3. Measurement at Different EHCRs
- The non-ferromagnetic cookware had substantially lower Req and Leq values; thus, these results can be used as an index to determine the cookware material. As this study focused on Req and Leq estimation for ferromagnetic cookware, the HBSRC can be turned off if the cookware is non-ferromagnetic;
- For the ferromagnetic cookware, Leq variations were small as Irp1, operating frequency, and EHCR increased;
- The Req values measured for the ferromagnetic cookware changed substantially as the EHCR increased. Therefore, Req can be used to detect when the ferromagnetic cookware is moved during heating. For an IHC, Irp1 can be adjusted to maintain constant power or to turn off the power when the EHCR is low. The IHC used in this study turned off the power when the EHCR was less than 50%.
3. Proposed Load Estimation Method and Power Control System
3.1. Estimation Method for Equivalent Impedance
- : damping resonant angular frequency.
- : natural resonant angular frequency.
- : damping coefficient.
- B1, B2: coefficients;
- Cr: resonant capacitor;
- Lest: estimated equivalent inductance;
- Rest: estimated equivalent resistance;
- VC0: initial value of resonant capacitor voltage at the beginning of natural resonant period;
- I1: initial value of the resonant current ir at the beginning of natural resonant period.
3.2. Simulation Results of the Proposed Estimation Method
3.3. Cookware Estimation and Power Control Procedure
- Inp can be obtained from the negative peak value of ir by using the PDC;
- T/2 can be obtained using an embedded high-speed counter, and the capture function of the DSP can be used to calculate the time at which two adjacent zero-crossing signals of ir are output by the ZCD;
- ∆t can be calculated using the time difference between the falling edge signal Gh and the first signal generated by the ZCD when the first zero-crossing signal of ir is detected during the natural resonant period. Moreover, the time difference can be obtained using the same mechanism as for T/2;
- I1 can be captured using the embedded analog-to-digital converter in the DSP; the converter is triggered by the falling edge signal Gh;
- If Rest and Lest indicate that the cookware is both ferromagnetic and on the heating coil, the cookware is heated. Otherwise, the HBSRC is turned off.
- The variable N is a counter of the INTs to generate a period of 10 ms for Rest and Lest estimation;
- An ENest value of 1 indicates live execution of Rest and Lest estimation;
- An ENest value of 0 and ENpower value of 0 indicate that the cookware is non-ferromagnetic or is not on the heating coil, prompting the heating power to be turned off;
- An ENest value of 0 and ENpower value of 1 indicates that the ferromagnetic cookware is being heated under constant power control using Rest.
4. Experimental Results
4.1. Req and Leq Verification
4.2. Varying EHCRs during Heating
4.3. Estimation Pattern in Abnormal and Normal Situation
4.4. Constant Power Control
- Favorable constant power control was achieved by adjusting the duty value despite the EHCR changing between 100% and 70%. In Figure 20, the green block represents the waveform for P1 derived after Rest estimations at 10 ms intervals. The peak envelope power P1 was close to the desired power P1*;
- According to the NF signal, the power was turned off or on when Rest was lower or higher, respectively, than 1.7 Ω.
5. Conclusions
- 1.
- The study presents an online Req and Leq estimation method for cookware. The proposed method requires only information about the resonant current ir, namely the current at the high-side IGBT turn-off transient, the time in the first negative half-cycle, and the peak current during the natural resonant period in an HBSRC. To verify the proposed load estimation method, a measurement method based on the resonant voltage vr and current ir, representing fundamental frequency components, was also used to calculate Req and Leq. The maximum error between the estimated Rest and measured Req for ferromagnetic cookware in normal situations was only 3.55%; thus, the proposed method can effectively and accurately control heating power. Moreover, the maximum errors between the estimated and measured resistance and inductance for cookware in abnormal situations were 7.14% and 2.78%, respectively. Thus, the method can effectively detect when no cookware is present on the heating coil or if non-ferromagnetic cookware is used and can turn off the heating power.
- 2.
- The proposed power control system is based on fundamental power which can be calculated using Rest and the amplitude of the resonant current Irp1. Measurements revealed that the control system had a step response time of only 2 ms from no load to 1000 W and had accurate control in the steady state.
- 3.
- The experimental results for power control in emulated user operation reveal that the proposed method and control system in the IHC system can effectively estimate Req and Leq online to detect cookware situations and determine whether to turn off or vary the heating power.
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Huang, M.S.; Liao, C.C.; Li, Z.F.; Shih, Z.R.; Hsueh, H.W. Quantitative Design and Implementation of an Induction Cooker for a Copper Pan. IEEE Access 2021, 9, 5105–5118. [Google Scholar] [CrossRef]
- Lucía, O.; Maussion, P.; Dede, E.J.; Burdío, J.M. Induction Heating Technology and Its Applications: Past Developments, Current Technology, and Future Challenges. IEEE Trans. Ind. Electron. 2014, 61, 2509–2520. [Google Scholar] [CrossRef] [Green Version]
- Cooktop Comparison: Gas, Electric and Induction. Available online: https://www.bijlibachao.com/appliances/cooktop-comparison-gas-electric-and-induction.html (accessed on 22 April 2016).
- Residential Cooktop Performance and Energy Comparison Study. Available online: https://cao-94612.s3.amazonaws.com/documents/Induction-Range-Final-Report-July-2019.pdf (accessed on 30 July 2019).
- Acero, J.; Burdio, J.M.; Barragan, L.A.; Navarro, D.; Alonso, R.; Garcia, J.R.; Monterde, F.; Hernandez, P.; Llorente, S.; Garde, I. The domestic induction heating appliance: An overview of recent research. In Proceedings of the 2008 Twenty-Third Annual IEEE Applied Power Electronics Conference and Exposition (APEC), Austin, TX, USA, 24–28 February 2008; pp. 651–657. [Google Scholar]
- Sanz-Serrano, F.; Sagues, C.; Llorente, S. Power distribution in coupled multiple-coil inductors for induction heating appliances. In Proceedings of the 2015 IEEE Industry Applications Society Annual Meeting (IAS), Addison, TX, USA, 18–22 October 2015; pp. 1–8. [Google Scholar]
- Kurose, H.; Miyagi, D.; Takahashi, N.; Uchida, N.; Kawanaka, K. 3-D Eddy Current Analysis of Induction Heating Apparatus Considering Heat Emission, Heat Conduction, and Temperature Dependence of Magnetic Characteristics. IEEE Trans. Magn. 2009, 45, 1847–1850. [Google Scholar] [CrossRef]
- Namadmalan, A.; Moghani, J.S. Tunable Self-Oscillating Switching Technique for Current Source Induction Heating Systems. IEEE Trans. Ind. Electron. 2014, 61, 2556–2563. [Google Scholar] [CrossRef]
- Chudnovsky, V.; Axelrod, B.; Shenkman, A.L. An approximate analysis of a starting process of a current source parallel inverter with a high-Q induction heating load. IEEE Trans. Power Electron. 1997, 12, 294–301. [Google Scholar] [CrossRef]
- Vishnuram, P.; Ramachandiran, G.; Sudhakar Babu, T.; Nastasi, B. Induction Heating in Domestic Cooking and Industrial Melting Applications: A Systematic Review on Modelling, Converter Topologies and Control Schemes. Energies 2021, 14, 6634. [Google Scholar] [CrossRef]
- Park, S.M.; Jang, E.; Joo, D.; Lee, B.K. Power Curve-Fitting Control Method with Temperature Compensation and Fast-Response for All-Metal Domestic Induction Heating Systems. Energies 2019, 12, 2915. [Google Scholar] [CrossRef] [Green Version]
- Lian, G.; Hagel, R.; Unbehauen, R. A new approach to the nonlinear eddy current field coupled to the nonlinear heat transfer. IEEE Trans. Ind. Appl. 1995, 31, 733–736. [Google Scholar] [CrossRef]
- Serrano, J.; Acero, J.; Lope, I.; Carretero, C.; Burdio, J.M.; Alonso, R. Modeling of domestic induction heating systems with non-linear saturable loads. In Proceedings of the 2017 IEEE Applied Power Electronics Conference and Exposition (APEC), Tampa, FL, USA, 26–30 March 2017; pp. 3127–3133. [Google Scholar]
- Li, Z.; Chen, Q.; Zhang, S.; Ren, X.; Zhang, Z. A Mutual-Inductance-Based Impedance Model of Induction Cooker for Efficiency Improvement. In Proceedings of the 2019 22nd International Conference on Electrical Machines and Systems (ICEMS), Harbin, China, 11–14 August 2019; pp. 1–5. [Google Scholar]
- Imai, T.; Sakiyama, K.; Hirota, I.; Omori, H. A study of impedance analysis for an induction heating device by applying a new interpolation method. IEEE Trans. Magn. 1997, 33, 2143–2146. [Google Scholar] [CrossRef]
- Acero, J.; Carretero, C.; Lucía, Ó.; Alonso, R.; Burdio, J.M. Mutual Impedance of Small Ring-Type Coils for Multiwinding Induction Heating Appliances. IEEE Trans. Power Electron. 2013, 28, 1025–1035. [Google Scholar] [CrossRef]
- Acero, J.; Alonso, R.; Burdio, J.M.; Barragan, L.A.; Puyal, D. Analytical equivalent impedance for a planar circular induction heating system. IEEE Trans. Magn. 2005, 42, 84–86. [Google Scholar] [CrossRef]
- Jiménez, Ó.; Lucía, Ó.; Barragán, L.A.; Navarro, D.; Artigas, J.I.; Urriza, I. FPGA-Based Test-Bench for Resonant Inverter Load Characterization. IEEE Trans. Ind. Inf. 2013, 9, 1645–1654. [Google Scholar] [CrossRef]
- Sarnago, H.; Lucía, O.; Burdio, J.M. A Versatile Resonant Tank Identification Methodology for Induction Heating Systems. IEEE Trans. Power Electron. 2018, 33, 1897–1901. [Google Scholar] [CrossRef]
- Öztürk, M.; Oktay, U.; Yılmaz, N.; Yardibi, H.S.; Sinirlioğlu, S. Comparison of Pan Detection Methods for Single Switch Topology Used in Domestic Induction Cooking. In Proceedings of the 2020 International Conference on Smart Energy Systems and Technologies (SEST), Istanbul, Turkey, 7–9 September 2020; pp. 1–6. [Google Scholar]
- Züngör, F.; Emre, B.; Öz, B.; Öztürk, M. A New Load Detection Method and Circuit Analysis for Quasi Resonant Inverter. In Proceedings of the 2021 10th International Conference on Renewable Energy Research and Application (ICRERA), Istanbul, Turkey, 26–29 September 2021; pp. 40–46. [Google Scholar]
- Bono-Nuez, A.; Bernal-Ruíz, C.; Martín-del-Brío, B.; Pérez-Cebolla, F.J.; Martínez-Iturbe, A. Recipient size estimation for induction heating home appliances based on artificial neural networks. Neural Comput. Appl. 2017, 28, 3197–3207. [Google Scholar] [CrossRef]
- Oh, Y.; Yeon, J.; Kang, J.; Galkin, I.; Oh, W.; Cho, K. Sensorless Control of Voltage Peaks in Class-E Single-Ended Resonant Inverter for Induction Heating Rice Cooker. Energies 2021, 14, 4545. [Google Scholar] [CrossRef]
- Jiménez, Ó.; Lucía, Ó.; Urriza, I.; Barragán, L.A.; Navarro, D. Analysis and Implementation of FPGA-Based Online Parametric Identification Algorithms for Resonant Power Converters. IEEE Trans. Ind. Inf. 2014, 10, 1144–1153. [Google Scholar] [CrossRef]
- Jiménez, O.; Barragán, L.A.; Navarro, D.; Artigas, J.I.; Urriza, I.; Lucía, O. FPGA-based harmonic computation through 1-bit data stream signals from delta-sigma modulators applied to induction heating appliances. In Proceeding of the 2011 Twenty-Sixth Annual IEEE Applied Power Electronics Conference and Exposition (APEC), Fort Worth, TX, USA, 6–11 March 2011; pp. 1776–1781. [Google Scholar]
- Dominguez, A.; Otin, A.; Urriza, I.; Barragan, L.A.; Navarro, D.; Artigas, J.I. Load identification of domestic induction heating based on particle swarm optimization. In Proceeding of the IEEE 15th Workshop Control Modeling Power Electron. (COMPEL), Santander, Spain, 22–25 June 2014; pp. 1–6. [Google Scholar]
- Sarnago, H.; Lucía, Ó.; Burdío, J.M. FPGA-Based Resonant Load Identification Technique for Flexible Induction Heating Appliances. IEEE Trans. Ind. Electron. 2018, 65, 9421–9428. [Google Scholar] [CrossRef]
- Lucia, O.; Navarro, D.; Guillén, P.; Sarnago, H.; Lucia, S. Deep Learning-Based Magnetic Coupling Detection for Advanced Induction Heating Appliances. IEEE Access 2019, 7, 181668–181677. [Google Scholar] [CrossRef]
- Villa, J.; Barragán, L.A.; Artigas, J.I.; Navarro, D.; Domínguez, A.; Cabeza, T. SoC-Based In-Cycle Load Identification of Induction Heating Appliances. IEEE Trans. Ind. Electron. 2021, 68, 6762–6772. [Google Scholar] [CrossRef]
- Villa, J.; Navarro, D.; Dominguez, A.; Artigas, J.I.; Barragan, L.A. Vessel Recognition in Induction Heating Appliances—A Deep-Learning Approach. IEEE Access 2021, 9, 16053–16061. [Google Scholar] [CrossRef]
- Domingo, N.; Barragán, L.A.; Montiel, J.M.M.; Domínguez, A.; Artigas, J.I. Fast power-frequency function estimation for induction heating appliances. Electron. Lett. 2017, 53, 498–500. [Google Scholar] [CrossRef]
- Puyal, D.; Bernal, C.; Burdio, J.M.; Acero, J.; Millan, I. Methods and procedures for accurate induction heating load measurement and characterization. In Proceeding of the 2007 IEEE International Symposium on Industrial Electronics, Vigo, Spain, 4–7 June 2007; pp. 805–810. [Google Scholar]
- Sarnago, H.; Lucía, Ó.; Mediano, A.; Burdío, J.M. Analytical Model of the Half-Bridge Series Resonant Inverter for Improved Power Conversion Efficiency and Performance. IEEE Trans. Power Electron. 2015, 30, 4128–4143. [Google Scholar] [CrossRef]
- Yeon, J.; Cho, K.; Kim, H. A 3.6kW single-ended resonant inverter for induction heating applications. In Proceeding of the 2015 17th European Conference on Power Electronics and Applications (EPE’15 ECCE-Europe), Geneva, Switzerland, 8–10 September 2015; pp. 1–7. [Google Scholar]
- Lai, Y.S.; Yu, M.H. Online Autotuning Technique of Switching Frequency for Resonant Converter Considering Resonant Components Tolerance and Variation. IEEE J. Emerg. Sel. Top. Power Electron. 2018, 6, 2315–2324. [Google Scholar] [CrossRef]
Refs. | Estimation Method of Load Impedance | Feedback | Circuit Topology | Online Estimation | Computation Loading | Accuracy |
---|---|---|---|---|---|---|
[18] | Discrete-Time Fourier Series coefficients from voltage and current waveform. | Voltage and current | HB | ╳ | High | High |
[19] | Resonant voltage and quality factor (Q). | Voltage | HB | ╳ | High | High |
[20] | 1. VCE under constant current control. 2. IC under constant voltage control. 3. comparing times at which VCE is greater than the DC link voltage. 4. measuring the diode turn-on time. | Voltage or current | QR | ○ | low | N/A |
[21] | Voltage, current waveform, and related period under different switching intervals | Voltage and current | QR | ○ | Middle | Low |
[22] | Power factor and the absolute amplitude of the impedance. | Voltage and current | QR | ○ | Low | Middle |
[24] | A phase-sensitive detector (PSD) is used to decouple the feedback voltage and current. | Voltage and current | HB | ○ | High | High |
[25] | Using first-order delta–sigma algorithm to digitize the feedback signals of the resonant voltage and current and then calculated the load impedance by discrete Fourier transform. | Voltage and current | HB | ○ | Middle | Middle |
[26] | Particle swarm optimization. | Voltage and current | HB | ○ | High | High |
[27] | Measured the resonant capacitor voltage and voltage harmonics. | Voltage and current | HB | ○ | Middle | High |
[28] | Deep learning from experimental data. | Power, current and Q | HB | ○ | High | High |
[29] | Similar to [24]. | Voltage and current | HB | ○ | High | High |
[30] | Combination with PSD and deep learning. | Voltage and current | HB | ○ | High | High |
Proposed method | Key points of current in natural resonant period. | Current | HB | ○ | Low | High |
Parameter | Value |
---|---|
Rated input DC voltage (V) | 150 |
Rated output power (W) | 1000 |
Switching frequency fs (kHz) | 20 |
Resonant capacitor (nF) | 970 |
Intermittent estimation period (ms) | 10 |
Cookware Type | A | B |
---|---|---|
Photo | ||
Bottom side diameter | 180 mm | 180 mm |
Material | Ferromagnetic | Non-ferromagnetic (copper) |
Condition | 1 | 2 | 3 | 4 | |
---|---|---|---|---|---|
Preset values | DC link voltage Vin (V) | 150 | |||
Frequency (kHz) | 20 | 20 | 20 | 40 | |
Duty (%) | 10 | 50 | 10 | 50 | |
Leq (μH) | 80 | 80 | 30 | 80 | |
Req (Ω) | 3 | 3 | 1 | 3 | |
Simulated results | I1 (A) | 11.8 | 16.1 | 13.3 | 10.5 |
Inp (A) | −7.3 | −26.1 | −13.0 | −11.0 | |
Δt (μs) | 18 | 4.1 | 5.2 | 6.5 | |
T/2 (μs) | 28.0 | 28.0 | 17.0 | 28.0 | |
Estimated results | Lest (μH) | 81.9 | 81.9 | 30.2 | 81.9 |
Rest (Ω) | 3.0 | 3.0 | 1.0 | 2.9 | |
Error | Equivalent inductance EOI (%) | 2.4 | 2.4 | 0.7 | 2.4 |
Equivalent resistance EOR (%) | 0.0 | 0.0 | 0.0 | 3.3 |
Test Conditions | Normal Situation | Abnormal Situation | ||
---|---|---|---|---|
Case 1 | Case 2 | Case 3 | Case 4 | |
Cookware material | Ferromagnetic | Ferromagnetic | Without cookware | Non-ferromagnetic |
Frequency (kHz) | 20 | 20 | 20 | 20 |
EHCR (%) | 100 | 50 | 0 | 100 |
Duty (%) | 50 | 50 | 10 | 10 |
Experimental Method | Experimental Results | Normal Situation | Abnormal Situation | ||
---|---|---|---|---|---|
Case 1 | Case 2 | Case 3 | Case 4 | ||
Measurement | Leq (μH) | 78.8 | 83.4 | 77.9 | 35.9 |
Req (Ω) | 3.38 | 1.66 | 0.14 | 0.23 | |
Estimation | Lest (μH) | 81.1 | 82.1 | 78.1 | 34.9 |
Rest (Ω) | 3.26 | 1.69 | 0.15 | N/A | |
Error | EOI (%) | 2.91 | 1.56 | 0.26 | 2.78 |
EOR (%) | 3.55 | 1.81 | 7.14 | N/A |
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Li, Z.-F.; Hu, J.-C.; Huang, M.-S.; Lin, Y.-L.; Lin, C.-W.; Meng, Y.-M. Load Estimation for Induction Heating Cookers Based on Series RLC Natural Resonant Current. Energies 2022, 15, 1294. https://doi.org/10.3390/en15041294
Li Z-F, Hu J-C, Huang M-S, Lin Y-L, Lin C-W, Meng Y-M. Load Estimation for Induction Heating Cookers Based on Series RLC Natural Resonant Current. Energies. 2022; 15(4):1294. https://doi.org/10.3390/en15041294
Chicago/Turabian StyleLi, Zheng-Feng, Jhih-Cheng Hu, Ming-Shi Huang, Yi-Liang Lin, Chun-Wei Lin, and Yu-Min Meng. 2022. "Load Estimation for Induction Heating Cookers Based on Series RLC Natural Resonant Current" Energies 15, no. 4: 1294. https://doi.org/10.3390/en15041294
APA StyleLi, Z.-F., Hu, J.-C., Huang, M.-S., Lin, Y.-L., Lin, C.-W., & Meng, Y.-M. (2022). Load Estimation for Induction Heating Cookers Based on Series RLC Natural Resonant Current. Energies, 15(4), 1294. https://doi.org/10.3390/en15041294