Zhi Cao
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Zhi Cao has a total of 15 co-authors. Here are the top co-authors by number of shared publications:
- Hao Jia
State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China
3 shared publications - Pengcheng Xu
State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai, China
3 shared publications - Shanlai Wang
School of Microelectronics, Shanghai University, Shanghai 200444, China
3 shared publications - Xinxin Li
State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
3 shared publications - Dan Zheng
School of Chemical and Environmental Engineering, Shanghai Institute of Technology, Shanghai 201418, China
2 shared publications - Haitao Yu
State Key Laboratory of Transducer Technology, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, Shanghai 200050, China
2 shared publications
Latest Publications
- Open Access
- 26 March 2025
- Published by Springer Nature in Microsystems & Nanoengineering
- Vol. 11 (1) , 1-11
Thermocouple-integrated resonant microcantilever for on-chip thermogravimetric (TG) and differential thermal analysis (DTA) dual characterization applications
This work presents an integrated microsensor that combines the dual characterization capabilities of thermogravimetric analysis (TGA) and differential thermal analysis (DTA). We integrated two pairs of thermocouples, heating resistors, and resonant drive/detection resistors into a single microcantilever, where the cantilever resonant frequency shifts respond to the mass change and the output voltage of the integrated thermocouples respond to the sample temperature. This integration enables programmable temperature control, temperature variation, and mass detection on a single chip. Our chip can achieve heating and cooling rates above 600 °C/min, which is significantly faster than commercial instruments with satisfactory measurement accuracy. The integrated polysilicon thermocouples bring high power responsivity of 6 V/W, making them suitable for highly sensitive DTA measurements on a chip. Moreover, the cantilever offers picogram (10–12g) level mass resolution, reducing sample consumption from milligrams to nanogram levels. Additionally, the on-chip sample heating allows for easy observation of sample morphological evolution during heating under an optical microscope. We validated the dual functionality by conducting TGA measurements on a standard sample of calcium oxalate monohydrate (CaC2O4 ∙ H2O) and DTA measurements on high-purity indium (In) and tin (Sn). The results indicate consistent measurements with the true values of the standard sample and high measurement efficiency. Our integrated cantilever chip is anticipated to have broad applications in high-performance and efficient TGA and DTA characterization.
- 26 March 2025
- Published by Springer Nature in Microsystems & Nanoengineering
- Vol. 11 (1) , 1-11
Open AccessThermocouple-integrated resonant microcantilever for on-chip thermogravimetric (TG) and differential thermal analysis (DTA) dual characterization applications
This work presents an integrated microsensor that combines the dual characterization capabilities of thermogravimetric analysis (TGA) and differential thermal analysis (DTA). We integrated two pairs of thermocouples, heating resistors, and resonant drive/detection resistors into a single microcantilever, where the cantilever resonant frequency shifts respond to the mass change and the output voltage of the integrated thermocouples respond to the sample temperature. This integration enables programmable temperature control, temperature variation, and mass detection on a single chip. Our chip can achieve heating and cooling rates above 600 °C/min, which is significantly faster than commercial instruments with satisfactory measurement accuracy. The integrated polysilicon thermocouples bring high power responsivity of 6 V/W, making them suitable for highly sensitive DTA measurements on a chip. Moreover, the cantilever offers picogram (10–12g) level mass resolution, reducing sample consumption from milligrams to nanogram levels. Additionally, the on-chip sample heating allows for easy observation of sample morphological evolution during heating under an optical microscope. We validated the dual functionality by conducting TGA measurements on a standard sample of calcium oxalate monohydrate (CaC2O4 ∙ H2O) and DTA measurements on high-purity indium (In) and tin (Sn). The results indicate consistent measurements with the true values of the standard sample and high measurement efficiency. Our integrated cantilever chip is anticipated to have broad applications in high-performance and efficient TGA and DTA characterization.
- Open Access
MEMS Resonant Cantilevers for High-Performance Thermogravimetric Analysis of Chemical Decomposition
We investigate the MEMS resonant cantilevers for high-performance thermogravimetric analysis (TGA) of chemical decomposition, featuring high accuracy and minimized thermal lag. Each resonant cantilever is integrated with a microheater for sample heating near the free end, which is thermally isolated from the resonance excitation and readout elements at the fixed end. Combining finite element modeling and experiments, we demonstrate that the sample loading region can stabilize within ~11.2 milliseconds in response to a step heating of 500 °C, suggesting a very fast thermal response of the MEMS resonant cantilevers of more than 104 °C/s. Benefiting from such a fast thermal response, we perform high-performance TG measurements on basic copper carbonate (Cu2(OH)2CO3) and calcium oxalate monohydrate (CaC2O4·H2O). The measured weight losses better agree with the theoretical values with 5–10 times smaller thermal lags at the same heating rate, compared with those measured by using conventional TGA. The MEMS resonant cantilevers hold promise for highly accurate and efficient TG characterization of materials in various fields.
Open AccessMEMS Resonant Cantilevers for High-Performance Thermogravimetric Analysis of Chemical Decomposition
We investigate the MEMS resonant cantilevers for high-performance thermogravimetric analysis (TGA) of chemical decomposition, featuring high accuracy and minimized thermal lag. Each resonant cantilever is integrated with a microheater for sample heating near the free end, which is thermally isolated from the resonance excitation and readout elements at the fixed end. Combining finite element modeling and experiments, we demonstrate that the sample loading region can stabilize within ~11.2 milliseconds in response to a step heating of 500 °C, suggesting a very fast thermal response of the MEMS resonant cantilevers of more than 104 °C/s. Benefiting from such a fast thermal response, we perform high-performance TG measurements on basic copper carbonate (Cu2(OH)2CO3) and calcium oxalate monohydrate (CaC2O4·H2O). The measured weight losses better agree with the theoretical values with 5–10 times smaller thermal lags at the same heating rate, compared with those measured by using conventional TGA. The MEMS resonant cantilevers hold promise for highly accurate and efficient TG characterization of materials in various fields.
- 14 May 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 201-204
Rapid Thermogravimetric Analysis based on MEMS Resonant Cantilever
We report on the experimental demonstration of rapid thermogravimetric analysis (TGA) with minimized thermal lag using MEMS resonant cantilevers. Thanks to the miniature device size and unique thermal isolation structure design, the sample loading area at the cantilever free end can be heated up to 800°C and simulated to be stabilized within milliseconds, suggesting a theoretical ultrahigh ramp rate of up to $10^5{ }^{\circ} \mathrm{C} / \mathrm{s}$. Our experimental results also support such a high ramp rate up to $\sim 8 \times 10^3{ }^{\circ} \mathrm{C} / \mathrm{s}$, which is underestimated by the current measurement apparatus. Still, we demonstrate high-performance TGA measurements on calcium oxalate monohydrate using cantilever-TGA, which show much fewer deviations from theoretical 3-stage weight losses, as well as much fewer thermal lags, compared with those measured by the conventional TGA apparatus at the same ramp rates. Our MEMS resonant cantilevers hold promise for the high-efficiency, high-precision thermogravimetric analysis of materials in various fields.- 14 May 2023
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- p. 201-204
Rapid Thermogravimetric Analysis based on MEMS Resonant Cantilever
We report on the experimental demonstration of rapid thermogravimetric analysis (TGA) with minimized thermal lag using MEMS resonant cantilevers. Thanks to the miniature device size and unique thermal isolation structure design, the sample loading area at the cantilever free end can be heated up to 800°C and simulated to be stabilized within milliseconds, suggesting a theoretical ultrahigh ramp rate of up to $10^5{ }^{\circ} \mathrm{C} / \mathrm{s}$. Our experimental results also support such a high ramp rate up to $\sim 8 \times 10^3{ }^{\circ} \mathrm{C} / \mathrm{s}$, which is underestimated by the current measurement apparatus. Still, we demonstrate high-performance TGA measurements on calcium oxalate monohydrate using cantilever-TGA, which show much fewer deviations from theoretical 3-stage weight losses, as well as much fewer thermal lags, compared with those measured by the conventional TGA apparatus at the same ramp rates. Our MEMS resonant cantilevers hold promise for the high-efficiency, high-precision thermogravimetric analysis of materials in various fields.- Open Access
- 25 April 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (5) , 929
High-Speed Temperature Control Method for MEMS Thermal Gravimetric Analyzer Based on Dual Fuzzy PID Control
The traditional thermal gravimetric analyzer (TGA) has a noticeable thermal lag effect, which restricts the heating rate, while the micro-electro-mechanical system thermal gravimetric analyzer (MEMS TGA) utilizes a resonant cantilever beam structure with high mass sensitivity, on-chip heating, and a small heating area, resulting in no thermal lag effect and a fast heating rate. To achieve high-speed temperature control for MEMS TGA, this study proposes a dual fuzzy proportional-integral-derivative (PID) control method. The fuzzy control adjusts the PID parameters in real-time to minimize overshoot while effectively addressing system nonlinearities. Simulation and actual testing results indicate that this temperature control method has a faster response speed and less overshoot compared to traditional PID control, significantly improving the heating performance of MEMS TGA.
- 25 April 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (5) , 929
Open AccessHigh-Speed Temperature Control Method for MEMS Thermal Gravimetric Analyzer Based on Dual Fuzzy PID Control
The traditional thermal gravimetric analyzer (TGA) has a noticeable thermal lag effect, which restricts the heating rate, while the micro-electro-mechanical system thermal gravimetric analyzer (MEMS TGA) utilizes a resonant cantilever beam structure with high mass sensitivity, on-chip heating, and a small heating area, resulting in no thermal lag effect and a fast heating rate. To achieve high-speed temperature control for MEMS TGA, this study proposes a dual fuzzy proportional-integral-derivative (PID) control method. The fuzzy control adjusts the PID parameters in real-time to minimize overshoot while effectively addressing system nonlinearities. Simulation and actual testing results indicate that this temperature control method has a faster response speed and less overshoot compared to traditional PID control, significantly improving the heating performance of MEMS TGA.
- Open Access
- 7 April 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (4) , 823
An Engineering Method for Resonant Microcantilever Using Double-Channel Excitation and Signal Acquisition Based on LabVIEW
Resonant microcantilevers have the advantages of ultra-high heating rates, analysis speed, ultra-low power consumption, temperature programming, and trace sample analysis when applied in TGA. However, the current single-channel testing system for resonant microcantilevers can only detect one sample at a time, and need two program heating tests to obtain the thermogravimetric curve of a sample. In many cases, it is desirable to obtain the thermogravimetric curve of a sample with a single-program heating test and to simultaneously detect multiple microcantilevers for testing multiple samples. To address this issue, this paper proposes a dual-channel testing method, where a microcantilever is used as a control group and another microcantilever is used as an experimental group, to obtain the thermal weight curve of the sample in a single program temperature ramp test. With the help of the LabVIEW’s convenient parallel running method, the functionality of simultaneously detecting two microcantilevers is achieved. Experimental validation showed that this dual-channel testing system can obtain the thermogravimetric curve of a sample with a single program heating test and detect two types of samples simultaneously.
- 7 April 2023
- Published by MDPI AG in Micromachines
- Vol. 14 (4) , 823
Open AccessAn Engineering Method for Resonant Microcantilever Using Double-Channel Excitation and Signal Acquisition Based on LabVIEW
Resonant microcantilevers have the advantages of ultra-high heating rates, analysis speed, ultra-low power consumption, temperature programming, and trace sample analysis when applied in TGA. However, the current single-channel testing system for resonant microcantilevers can only detect one sample at a time, and need two program heating tests to obtain the thermogravimetric curve of a sample. In many cases, it is desirable to obtain the thermogravimetric curve of a sample with a single-program heating test and to simultaneously detect multiple microcantilevers for testing multiple samples. To address this issue, this paper proposes a dual-channel testing method, where a microcantilever is used as a control group and another microcantilever is used as an experimental group, to obtain the thermal weight curve of the sample in a single program temperature ramp test. With the help of the LabVIEW’s convenient parallel running method, the functionality of simultaneously detecting two microcantilevers is achieved. Experimental validation showed that this dual-channel testing system can obtain the thermogravimetric curve of a sample with a single program heating test and detect two types of samples simultaneously.