Submitted:
17 January 2023
Posted:
18 January 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Brief History of EHD Pump
3. Principles
3.1. Fluid theory and chemical synthesis methods
3.2. Physical model
3.2.1. Pure mathematical model
4. Pump Structure and Material
5. Working medium
- Temperature: The working medium should be able to withstand the temperature range of the application, and not cause any thermal changes or decomposition in the fluid [96].
5.1. Functional fluidic EHD pump
5.2. EHD gas pump
- When the relative air humidity increases, the discharge stability decreases [106];
- Pressure plays a fundamental role on discharge below 60°C while temperature has no effect [107];
- The surface of the dielectric wall will greatly affect the electrical characteristics of the discharge [108];
- Airflow alters the physical mechanism if discharged in free airflow and significantly limits the transition from glow to arc [109].
6. Recent progress
6.1. Soft robotics
6.2. Cooling device
6.3. Future research
7. Conclusion
Author Contributions
Conflicts of Interest
Abbreviations
| DBD | Dibutyl decanedioate |
| ECF | Electro-conjugate fluid |
| PET | Polyethylene terephthalate |
| PP | Polypropylene |
| PTFE | Polytetrafluoroethylene |
| TPSEs | Triangular prism and slit electrode pairs |
References
- Cabeo, N. Philosophia magnetica; Apud F. Succium, 1629.
- Wilson, B. A Treatise on Electricity: The Second Edition. By Benjamin Wilson, FRS; C. Davis in Holbourn, and R. Dodsley in Pallmall, 1752.
- Robinson, M. Movement of air in the electric wind of the corona discharge. Transactions of the American Institute of Electrical Engineers, Part I: Communication and Electronics 1961, 80, 143–150. [Google Scholar] [CrossRef]
- Moreau, E.; Touchard, G. Enhancing the mechanical efficiency of electric wind in corona discharges. Journal of Electrostatics 2008, 66, 39–44. [Google Scholar] [CrossRef]
- June, M.S.; Kribs, J.; Lyons, K.M. Measuring efficiency of positive and negative ionic wind devices for comparison to fans and blowers. Journal of Electrostatics 2011, 69, 345–350. [Google Scholar] [CrossRef]
- Crowley, J.M.; Wright, G.S.; Chato, J.C. Selecting a working fluid to increase the efficiency and flow rate of an EHD pump. IEEE Transactions on Industry Applications 1990, 26, 42–49. [Google Scholar] [CrossRef]
- Sharbaugh, A.H.; Walker, G.W. The design and evaluation of an ion-drag dielectric pump to enhance cooling in a small oil-filled transformer. IEEE Transactions on Industry Applications, 1985; 950–955. [Google Scholar]
- Bologa, M.; Kozhevnikov, I.; Kozhukhari, I. Multistage electrohydrodynamical pump. 2000 Annual Report Conference on Electrical Insulation and Dielectric Phenomena (Cat. No. 00CH37132). IEEE, 2000, Vol. 1, pp. 57–60.
- Kojevnikov, I.; Motorin, O.; Bologa, M.; Kojevnikova, A. Optimization of the electrohydrodynamic pump. Annual Report Conference on Electrical Insulation and Dielectric Phenomena. IEEE, 2002, pp. 204–207.
- KANO, I.; MIZUOCHI, K.; TAKAHASHI, I. Micro-electrohydrodynamic pump by dielectric fluid: Improvement for performance of pressure using cylindrical electrodes. Proceedings of the JFPS International Symposium on Fluid Power. The Japan Fluid Power System Society, 2005, Vol. 2005, pp. 575–579.
- Kano, I.; Takahashi, I. Improvement for pressure performance of micro-EHD pump with an arrangement of thin cylindrical electrodes. JSME International Journal Series B Fluids and Thermal Engineering 2006, 49, 748–754. [Google Scholar] [CrossRef]
- Vázquez, P.; Talmor, M.; Seyed-Yagoobi, J.; Traoré, P.; Yazdani, M. In-depth description of electrohydrodynamic conduction pumping of dielectric liquids: Physical model and regime analysis. Physics of Fluids 2019, 31, 113601. [Google Scholar] [CrossRef]
- Atten, P.; Seyed-Yagoobi, J. Electrohydrodynamically induced dielectric liquid flow through pure conduction in point/plane geometry. IEEE Transactions on Dielectrics and Electrical Insulation 2003, 10, 27–36. [Google Scholar] [CrossRef]
- Onsager, L. Deviations from Ohm’s law in weak electrolytes. The Journal of chemical physics 1934, 2, 599–615. [Google Scholar] [CrossRef]
- Castellanos, A. Electrohydrodynamics; Vol. 380, Springer Science & Business Media, 1998.
- Castellanos, A.; Pontiga, F. Generalised Thomson-Onsager model for charge injection into dielectric liquids. Proceedings of 1995 Conference on Electrical Insulation and Dielectric Phenomena. IEEE, 1995, pp. 616–620.
- Mao, Z.; Yoshida, K.; Kim, J.w. Developing O/O (oil-in-oil) droplet generators on a chip by using ECF (electro-conjugate fluid) micropumps. Sensors and Actuators B: Chemical 2019, 296, 126669. [Google Scholar] [CrossRef]
- Feng, Y.; Seyed-Yagoobi, J. Understanding of electrohydrodynamic conduction pumping phenomenon. Physics of fluids 2004, 16, 2432–2441. [Google Scholar] [CrossRef]
- Morrison, R.; Hopstock, D. The distribution of current in wire-to-cylinder corona. Journal of Electrostatics 1979, 6, 349–360. [Google Scholar] [CrossRef]
- Temam, R. Navier-Stokes equations: theory and numerical analysis; Vol. 343, American Mathematical Soc., 2001.
- Melcher, J.R. Continuum electromechanics; Vol. 2, MIT press Cambridge, 1981.
- Felici, N. DC conduction in liquid dielectrics (Part II), electrohydrodynamic phenomena. Direct current 1972, 2, 147–165. [Google Scholar]
- Kuroboshi, Y.; Takemura, K.; Edamura, K. Understanding of electro-conjugate fluid flow with dibutyl decanedioate using numerical simulation—Calculating ion mobility using molecular dynamics simulation. Sensors and Actuators B: Chemical 2018, 255, 448–453. [Google Scholar] [CrossRef]
- Bockris, J.; Reddy, A.; Gamboa-Aldeco, M.; Peter, L. Comprehensive Modern Electrochemistry: Modern Electrochemistry, in 3 Volumes: Volume 1 Ionics, 1998, 767 pages, Volume 2A Fundamentals of Electrodics, 2000, 763 pages, Volume 2B Electrodics in Chemistry, Engineering, Biology and Environmental Science, 2000, 514 pages. Platinum Metals Review 2002, 46, 15–17. [Google Scholar]
- Kirby, B.J. Micro-and nanoscale fluid mechanics: transport in microfluidic devices; Cambridge university press, 2010.
- Jewell-Larsen, N.E.; Karpov, S.V.; Krichtafovitch, I.A.; Jayanty, V.; Hsu, C.P.; Mamishev, A.V. Modeling of corona-induced electrohydrodynamic flow with COMSOL multiphysics. Proceedings ESA Annual Meeting on Electrostatics, Minneapolis, Minnesota, 2008, pp. 17–19.
- Fylladitakis, E.D.; Moronis, A.X.; Kiousis, K. Design of a prototype EHD air pump for electronic chip cooling applications. Plasma Science and Technology 2014, 16, 491. [Google Scholar] [CrossRef]
- Ongkodjojo Ong, A.; Abramson, A.R.; Tien, N.C. Electrohydrodynamic microfabricated ionic wind pumps for thermal management applications. Journal of heat transfer 2014, 136. [Google Scholar] [CrossRef]
- Chirkov, V.; Stishkov, Y.K.; Vasilkov, S. Characteristics of electrohydrodynamic pump of the dissociation type: Low and high voltage ranges. IEEE Transactions on Dielectrics and Electrical Insulation 2015, 22, 2709–2717. [Google Scholar] [CrossRef]
- Luo, K.; Wu, J.; Yi, H.L.; Tan, H.P. Lattice Boltzmann model for Coulomb-driven flows in dielectric liquids. Physical Review E 2016, 93, 023309. [Google Scholar] [CrossRef]
- Yang, L.; Talmor, M.; Shaw, B.C.; Minchev, K.S.; Jiang, C.; Seyed-Yagoobi, J. Flow distribution control in meso scale via electrohydrodynamic conduction pumping. IEEE Transactions on Industry Applications 2016, 53, 1431–1438. [Google Scholar] [CrossRef]
- Kuwajima, Y.; Maeda, S.; Shigemune, H. Analysis of EHD pump with planer electrodes using FEM simulation. 2017 International Symposium on Micro-NanoMechatronics and Human Science (MHS). IEEE, 2017, pp. 1–3.
- Sato, T.; Yamanishi, Y.; Cacucciolo, V.; Kuwajima, Y.; Shigemune, H.; Cianchetti, M.; Laschi, C.; Maeda, S. Electrohydrodynamic conduction pump with asymmetrical electrode structures in the microchannels. Chemistry Letters 2017, 46, 950–952. [Google Scholar] [CrossRef]
- Ramadhan, A.A.; Kapur, N.; Summers, J.L.; Thompson, H. Performance and flow characteristics of miniature EHD air blowers for thermal management applications. Journal of Electrostatics 2018, 93, 31–42. [Google Scholar] [CrossRef]
- Adamiak, K. Two-species modeling of electrohydrodynamic pump based on surface dielectric barrier discharge. Journal of Electrostatics 2020, 106, 103470. [Google Scholar] [CrossRef]
- O’Connor, N.; Yagoobi, J. An Innovative EHD Conduction Pumping Design for Swirl Flow Generation. 2021 IEEE Industry Applications Society Annual Meeting (IAS). IEEE, 2021, pp. 1–6.
- Nourdanesh, N.; Hossainpour, S.; Adamiak, K. Numerical simulation and optimization of natural convection heat transfer enhancement in solar collectors using electrohydrodynamic conduction pump. Applied Thermal Engineering 2020, 180, 115825. [Google Scholar] [CrossRef]
- Mao, Z.; Iizuka, T.; Maeda, S. Bidirectional electrohydrodynamic pump with high symmetrical performance and its application to a tube actuator. Sensors and Actuators A: Physical 2021, 332, 113168. [Google Scholar] [CrossRef]
- Mao, Z.; Yoshida, K.; Kim, J.w. Active sorting of droplets by using an ECF (Electro-conjugate Fluid) micropump. Sensors and Actuators A: Physical 2020, 303, 111702. [Google Scholar] [CrossRef]
- Talmor, M.; Seyed-Yagoobi, J. Numerical study of micro-scale EHD conduction pumping: The effect of pump orientation and flow inertia on heterocharge layer morphology and flow distribution control. Journal of Electrostatics 2021, 111, 103548. [Google Scholar] [CrossRef]
- Wang, L.; Wei, Z.; Li, T.; Chai, Z.; Shi, B. A lattice Boltzmann modelling of electrohydrodynamic conduction phenomenon in dielectric liquids. Applied Mathematical Modelling 2021, 95, 361–378. [Google Scholar] [CrossRef]
- Monayem, H. Mazumder, A.; Robin, S.A.; Wood, M. Performance of a Two Stage Electrohydrodynamic Gas Pump With Different Polarities. ASME International Mechanical Engineering Congress and Exposition. American Society of Mechanical Engineers, 2021, Vol. 85666, p. V010T10A015.
- Selvakumar, R.D.; Zhonglin, D.; Wu, J. Heat transfer intensification by EHD conduction pumping for electronic cooling applications. International Journal of Heat and Fluid Flow 2022, 95, 108972. [Google Scholar] [CrossRef]
- Mazumder, A.M.H. Emitting Electrodes Effect on the Enhancement of Heat Transfer by a Two Stage Electrohydrodynamic Gas Pump. IEEE Transactions on Industry Applications 2022. [Google Scholar] [CrossRef]
- Mazumder, A.M.H.; Lai, F.C. Numerical Analysis of Flows Generated by a Two-Stage EHD Gas Pump with Different Electrode Orientations. AIAA AVIATION 2022 Forum, 2022, p. 3986.
- Wang, J.; Dong, T.; Cheng, Y.; Yan, W.C. Machine Learning Assisted Spraying Pattern Recognition for Electrohydrodynamic Atomization System. Industrial & Engineering Chemistry Research.
- Hess, N.; Shang, L. Development of a Machine Learning Model for Elastohydrodynamic Pressure Prediction in Journal Bearings. Journal of Tribology 2022, 144, 081603. [Google Scholar] [CrossRef]
- Mao, Z.; Nagaoka, T.; Yokota, S.; Kim, J.w. Soft fiber-reinforced bending finger with three chambers actuated by ECF (electro-conjugate fluid) pumps. Sensors and Actuators A: Physical 2020, 310, 112034. [Google Scholar] [CrossRef]
- TSUKIJI, T.; HAMADA, K.; SHIMIZU, T. A Pump using EHD Fluid. JFPS International Journal of Fluid Power System 2019, 11, 43–48. [Google Scholar]
- Mao, Z.; Yoshida, K.; Kim, J.w. A droplet-generator-on-a-chip actuated by ECF (electro-conjugate fluid) micropumps. Microfluidics and Nanofluidics 2019, 23, 1–12. [Google Scholar] [CrossRef]
- Yokota, S. High-integration micromotor using electro-conjugate fluid (ECF). Journal of Robotics and Mechatronics 2005, 17, 142–148. [Google Scholar] [CrossRef]
- Raghavan, R.V.; Qin, J.; Yeo, L.Y.; Friend, J.R.; Takemura, K.; Yokota, S.; Edamura, K. Electrokinetic actuation of low conductivity dielectric liquids. Sensors and Actuators B: Chemical 2009, 140, 287–294. [Google Scholar] [CrossRef]
- Seo, W.S.; Yoshida, K.; Yokota, S.; Edamura, K. A high performance planar pump using electro-conjugate fluid with improved electrode patterns. Sensors and Actuators A: Physical 2007, 134, 606–614. [Google Scholar] [CrossRef]
- Kim, J.w.; Yamada, Y.; Yokota, S. Micro ECF (electro-conjugate fluid) hydraulic power sources based on the modular design of TPSEs (triangular prism and slit electrode pairs). The International Journal of Advanced Manufacturing Technology 2020, 106, 627–639. [Google Scholar] [CrossRef]
- Yu, H.; Yu, J.; Ma, C. Design, fabrication and experimental research for an electrohydrodynamic micropump. Science China Technological Sciences 2010, 53, 2839–2845. [Google Scholar] [CrossRef]
- Pearson, M.R.; Seyed-Yagoobi, J. Experimental study of EHD conduction pumping at the meso-and micro-scale. Journal of Electrostatics 2011, 69, 479–485. [Google Scholar] [CrossRef]
- Patel, V.K.; Seyed-Yagoobi, J. Dielectric fluid flow generation in meso-tubes with micro-scale electrohydrodynamic conduction pumping. 2011 IEEE International Conference on Dielectric Liquids. IEEE, 2011, pp. 1–4.
- Kano, I.; Nishina, T. Effect of electrode arrangements on EHD conduction pumping. IEEE Transactions on Industry Applications 2013, 49, 679–684. [Google Scholar] [CrossRef]
- Patel, V.K.; Seyed-Yagoobi, J. Long-term performance evaluation of microscale two-phase heat transport device driven by EHD conduction. IEEE Transactions on Industry Applications 2014, 50, 3011–3016. [Google Scholar] [CrossRef]
- Russel, M.; Selvaganapathy, P.; Ching, C. Ion drag electrohydrodynamic (EHD) micro-pumps under a pulsed voltage. Journal of electrostatics 2016, 82, 48–54. [Google Scholar] [CrossRef]
- Nagaoka, T.; Mao, Z.; Takemura, K.; Yokota, S.; Kim, J.w. ECF (electro-conjugate fluid) finger with bidirectional motion and its application to a flexible hand. Smart Materials and Structures 2019, 28, 025032. [Google Scholar] [CrossRef]
- Seki, Y.; Kuwajima, Y.; Shigemune, H.; Yamada, Y.; Maeda, S. Optimization of the electrode arrangement and reliable fabrication of flexible ehd pumps. Journal of Robotics and Mechatronics 2020, 32, 939–946. [Google Scholar] [CrossRef]
- Vasilkov, S.; Poluektova, K.; Stishkov, Y.K. Experimental and numerical study of an electrohydrodynamic pump operating due to the field-enhanced dissociation near a dielectric barrier. Physics of Fluids 2020, 32, 107102. [Google Scholar] [CrossRef]
- Blanc, L.; Parrain, F.; Chaillot, A.; Woytasik, M.; Maire, O.; Bosseboeuf, A. Characterization of mobility of charged dissociated species in dielectric fluids for EHD pumping microsystems. 2020 Symposium on Design, Test, Integration & Packaging of MEMS and MOEMS (DTIP). IEEE, 2020, pp. 1–6.
- Murakami, T.; Kuwajima, Y.; Wiranata, A.; Minaminosono, A.; Shigemune, H.; Mao, Z.; Maeda, S. A DIY fabrication approach for ultra-thin focus-tunable liquid lens using electrohydrodynamic pump. Micromachines 2021, 12, 1452. [Google Scholar] [CrossRef]
- Mao, Z.; Asai, Y.; Yamanoi, A.; Seki, Y.; Wiranata, A.; Minaminosono, A. Fluidic rolling robot using voltage-driven oscillating liquid. Smart Materials and Structures 2022, 31, 105006. [Google Scholar] [CrossRef]
- Mao, Z.; Yoshida, K.; Kim, J.w. Releasing large-area SU-8 structures without using any sacrificial layers. Microelectronic Engineering 2019, 212, 53–60. [Google Scholar] [CrossRef]
- Cacucciolo, V.; Shintake, J.; Kuwajima, Y.; Maeda, S.; Floreano, D.; Shea, H. Stretchable pumps for soft machines. Nature 2019, 572, 516–519. [Google Scholar] [CrossRef]
- Rickard, M.; Dunn-Rankin, D.; Weinberg, F.; Carleton, F. Maximizing ion-driven gas flows. Journal of Electrostatics 2006, 64, 368–376. [Google Scholar] [CrossRef]
- Takeuchi, N.; Yasuoka, K.; Chang, J.S. Wire-rod type electrohydrodynamic gas pumps with and without insulation cover over corona wire. IEEE Transactions on Dielectrics and Electrical Insulation 2011, 18, 801–808. [Google Scholar] [CrossRef]
- Moreau, E.; Audier, P.; Benard, N. Ionic wind produced by positive and negative corona discharges in air. Journal of Electrostatics 2018, 93, 85–96. [Google Scholar] [CrossRef]
- Le, N.; Labbe, J. Corrosion by corona discharges: determination of corrosion products by vibrational spectroscopy. Proceedings of the 13th Meeting of the Franco-British Group on Electrical Discharges, Glasgow, 1983.
- Mao, Z.; Yoshida, K.; Kim, J.w. Fast packaging by a partially-crosslinked SU-8 adhesive tape for microfluidic sensors and actuators. Sensors and Actuators A: Physical 2019, 289, 77–86. [Google Scholar] [CrossRef]
- Noll, C.G.; Lawless, P.A. Comparison of germanium and silicon needles as emitter electrodes for air ionizers. Journal of electrostatics 1998, 44, 221–238. [Google Scholar] [CrossRef]
- El-Bahy, M.M.; Abou El-Ata, M.A. Onset voltage of negative corona on dielectric-coated electrodes in air. Journal of Physics D: Applied Physics 2005, 38, 3403. [Google Scholar] [CrossRef]
- Zhang, J.; Lai, F. Effect of emitting electrode number on the performance of EHD gas pump in a rectangular channel. Journal of Electrostatics 2011, 69, 486–493. [Google Scholar] [CrossRef]
- Chang, Y.; Peng, J.; Lin, S.; Lai, F. Flow induced by an EHD gas pump with secondary emitting electrodes. Journal of Electrostatics 2020, 105, 103438. [Google Scholar] [CrossRef]
- Ramadhan, A.A.; Kapur, N.; Summers, J.; Thompson, H. Numerical development of EHD cooling systems for laptop applications. Applied Thermal Engineering 2018, 139, 144–156. [Google Scholar] [CrossRef]
- Fylladitakis, E.D.; Moronis, A.X.; Kiousis, K.N. Experimental evaluation of a needle-to-grid EHD pump prototype for semiconductor cooling applications. Int. J. Circuits, Syst. Signal Process 2014, 8, 337–42. [Google Scholar]
- Kim, C.; Park, D.; Noh, K.; Hwang, J. Velocity and energy conversion efficiency characteristics of ionic wind generator in a multistage configuration. Journal of Electrostatics 2010, 68, 36–41. [Google Scholar] [CrossRef]
- Qiu, W.; Xia, L.; Tan, X.; Yang, L. The velocity characteristics of a serial-staged EHD gas pump in air. IEEE Transactions on plasma science 2010, 38, 2848–2853. [Google Scholar] [CrossRef]
- Birhane, Y.; Lin, S.; Lai, F. Flow characteristics of a single stage EHD gas pump in circular tube. Journal of Electrostatics 2015, 76, 8–17. [Google Scholar] [CrossRef]
- Birhane, Y.T.; Lin, S.C.; Lai, F.C. Flow characteristics of a two-stage EHD gas pump in a circular pipe. IEEE Transactions on Industry Applications 2017, 53, 2461–2470. [Google Scholar] [CrossRef]
- Quan, X.; Gao, M.; Cheng, P.; Li, J. An experimental investigation of pool boiling heat transfer on smooth/rib surfaces under an electric field. International Journal of Heat and Mass Transfer 2015, 85, 595–608. [Google Scholar] [CrossRef]
- Mizeraczyk, J.; Berendt, A.; Podlinski, J. Temporal and spatial evolution of EHD particle flow onset in air in a needle-to-plate negative DC corona discharge. Journal of Physics D: Applied Physics 2016, 49, 205203. [Google Scholar] [CrossRef]
- Gao, M.; Zhang, L.s.; Zhang, D.; Zhang, L.x. Experimental study on the enhancement of free convection heat transfer under the action of an electric field. Experimental Thermal and Fluid Science 2019, 104, 9–14. [Google Scholar] [CrossRef]
- Qu, J.; Zhang, J.; Li, M.; Tao, W. Heat dissipation of electronic components by ionic wind from multi-needle electrodes discharge: Experimental and multi-physical analysis. International Journal of Heat and Mass Transfer 2020, 163, 120406. [Google Scholar] [CrossRef]
- Rubinetti, D.; Iranshahi, K.; Onwude, D.; Nicolaï, B.M.; Xie, L.; Defraeye, T. Electrohydrodynamic air amplifier for low-energy airflow generation-experimental proof-of-concept 2022.
- Yang, W.; Zhang, M.; Li, C.; Wang, Z.; Xiao, M.; Li, J.; Li, D.; Zheng, W. Influence of Magnetic Field on Corona Discharge Characteristics under Different Humidity Conditions. 2022 IEEE 3rd China International Youth Conference on Electrical Engineering (CIYCEE). IEEE, 2022, pp. 1–7.
- Li, Z.s.; Wang, J.; Cai, R.j.; Wang, J. Heat dissipation performance improvement of a solid-state fan using copper foams as collecting electrode. International Journal of Heat and Mass Transfer 2023, 202, 123730. [Google Scholar] [CrossRef]
- Kojevnikov, I.; Motorin, O.; Bologa, M.; Kozhukhar, I. The effect of electrical field parameters, medium properties and interelectrode gap geometry on the EHD pump characteristics. 2001 Annual Report Conference on Electrical Insulation and Dielectric Phenomena (Cat. No. 01CH37225). IEEE, 2001, pp. 532–535.
- Kim, Y.J.; Son, S.; An, K. ; others. High aspect ratio EHD printing with high viscosity ink ejection. Technical Proceedings of the 2012 NSTI Nanotechnology Conference and Expo, NSTI-Nanotech 2012, 2012, pp. 267–270. [Google Scholar] [CrossRef]
- Seyed-Yagoobi, J. Electrohydrodynamic pumping of dielectric liquids. Journal of Electrostatics 2005, 63, 861–869. [Google Scholar] [CrossRef]
- Bologa, M.; Kozhevnikov, I. Effect of a dielectric liquid’s electrization on the characteristics of an electrohydrodynamic pump. Surface Engineering and Applied Electrochemistry 2011, 47, 232–234. [Google Scholar] [CrossRef]
- Sfaira, M.; Srhiri, A.; Takenouti, H.; Ficquelmont-Loïzos, M.; Bachir, A.B.; Khalakhil, M. Corrosion of mild steel in low conductive media simulating natural waters. Journal of applied electrochemistry 2001, 31, 537–546. [Google Scholar] [CrossRef]
- Jafari, M.; Farrokhi, N.; Esmaeilzadeh, E. Effects of working temperature and fluid physical properties on heat transfer enhancement in conduction pumping: An experimental study. International Journal of Thermal Sciences 2020, 156, 106471. [Google Scholar] [CrossRef]
- Lee, C.; Robinson, A.; Ching, C. Development of EHD ion-drag micropump for microscale electronics cooling. 2007 13th International Workshop on Thermal Investigation of ICs and Systems (THERMINIC). IEEE, 2007, pp. 48–53.
- Tsukiji, T.; Tajima, T.; Suzuki, R. Application of the EHD flow to a pump. Proc. 4th World Congr. Mech., Chem. Mater. Eng.(MCM’18).
- 3M Electronics Markets Materials Division. Heat Transfer Applications using 3M™ Novec™ Engineered Fluids.
- 3M Electronics Markets Materials Division. 3M™ Novec™ 7100 Engineered Fluid.
- Sajjad, U.; Sadeghianjahromi, A.; Ali, H.M.; Wang, C.C. Enhanced pool boiling of dielectric and highly wetting liquids-a review on enhancement mechanisms. International Communications in Heat and Mass Transfer 2020, 119, 104950. [Google Scholar] [CrossRef]
- Abe, H.; Imai, Y.; Tokunaga, N.; Yamashita, Y.; Sasaki, Y. Highly efficient electrohydrodynamic pumping: molecular isomer effect of dielectric liquids, and surface states of electrodes. ACS applied materials & interfaces 2015, 7, 24492–24500. [Google Scholar]
- 3M Electronics Markets Materials Division. 3M™ Novec™ 7300 Engineered Fluid.
- Mao, Z.; Zhao, J.; Xuan, W.; Wang, W.; Luo, J.; Xie, J. Distilling determination of water content in hydraulic oil with a ZnO/glass surface acoustic wave device. Microsystem Technologies 2017, 23, 1841–1845. [Google Scholar] [CrossRef]
- Moreau, E. Application des plasmas non thermiques aux contrôles des écoulements 2004.
- Léger, L.; Moreau, E.; Touchard, G.G. Effect of a DC corona electrical discharge on the airflow along a flat plate. IEEE Transactions on Industry Applications 2002, 38, 1478–1485. [Google Scholar] [CrossRef]
- Moreau, E.; Artana, G.; Touchard, G. Surface corona discharge along an insulating flat plate in air applied to electrohydrodynamically airflow control: electrical properties. Conference series-Institute of Physics. Philadelphia; Institute of Physics; 1999, 2004, Vol. 178, pp. 285–290. [Google Scholar]
- Moreau, E.; Labergue, A.; Touchard, G. DC and pulsed surface corona discharge along a dielectric flat plate in air: Electrical properties and discharge-induced ionic wind. Journal of Advanced Oxidation Technologies 2005, 8, 241–247. [Google Scholar] [CrossRef]
- Moreau, E.; Léger, L.; Touchard, G. Effect of a DC surface-corona discharge on a flat plate boundary layer for air flow velocity up to 25 m/s. Journal of electrostatics 2006, 64, 215–225. [Google Scholar] [CrossRef]
- Hogg, M.; Timoshkin, I.; Macgregor, S.; Wilson, M.; Given, M.; Wang, T. Electrical breakdown of short non-uniform air gaps. 2013 19th IEEE Pulsed Power Conference (PPC). IEEE, 2013, pp. 1–4.
- Ulazia, A.; Sáenz, J.; Ibarra-Berastegi, G.; González-Rojí, S.J.; Carreno-Madinabeitia, S. Global estimations of wind energy potential considering seasonal air density changes. Energy 2019, 187, 115938. [Google Scholar] [CrossRef]
- Abdel-kader, M.E.; Gaber, W.H.; Ebrahim, F.A.; Abd Al-Halim, M.A. Characterization of the electrical breakdown for DC discharge in Ar-He gas mixture. Vacuum 2019, 169, 108922. [Google Scholar] [CrossRef]
- Amsler, C.; Boccone, V.; Büchler, A.; Chandrasekharan, R.; Regenfus, C.; Rochet, J. Luminescence quenching of the triplet excimer state by air traces in gaseous argon. Journal of Instrumentation 2008, 3, P02001. [Google Scholar] [CrossRef]
- Martin, J.L.M.; Veran, Y.; Guelorget, O.; Pham, D. Shrimp rearing: stocking density, growth, impact on sediment, waste output and their relationships studied through the nitrogen budget in rearing ponds. Aquaculture 1998, 164, 135–149. [Google Scholar] [CrossRef]
- Lavrenchenko, G.; Ruvinskij, G.Y.; Iljushenko, S.; Kanaev, V. Thermophysical properties of refrigerant R134a. International journal of refrigeration 1992, 15, 386–392. [Google Scholar] [CrossRef]
- Meurer, C.; Pietsch, G.; Haacke, M. Electrical properties of CFC-and HCFC-substitutes. International journal of refrigeration 2001, 24, 171–175. [Google Scholar] [CrossRef]
- Feng, Y.; Seyed-Yagoobi, J. Mechanism of annular two-phase flow heat transfer enhancement and pressure drop penalty in the presence of a radial electric field—turbulence analysis. J. Heat Transfer 2003, 125, 478–486. [Google Scholar] [CrossRef]
- Nangle-Smith, S.; Cotton, J. EHD-based load controllers for R134a convective boiling heat exchangers. Applied energy 2014, 134, 125–132. [Google Scholar] [CrossRef]
- Dinani, S.T.; Hamdami, N.; Shahedi, M.; Havet, M. Quality assessment of mushroom slices dried by hot air combined with an electrohydrodynamic (EHD) drying system. food and bioproducts processing 2015, 94, 572–580. [Google Scholar] [CrossRef]
- Van Doremaele, E.; Kondeti, V.; Bruggeman, P. Effect of plasma on gas flow and air concentration in the effluent of a pulsed cold atmospheric pressure helium plasma jet. Plasma Sources Science and Technology 2018, 27, 095006. [Google Scholar] [CrossRef]
- Granados Fernandez, V.H. Modelling and simulation of plasma thrusters for electric propulsion technologies. PhD thesis, 2018.
- Nangle-Smith, S.; Cotton, J. A mechanistic approach to developing two phase flow pattern transition maps for two-phase dielectric fluids subject to high voltage polarization. International Journal of Heat and Mass Transfer 2018, 127, 1233–1247. [Google Scholar] [CrossRef]
- Reiser, A.; Lindén, M.; Rohner, P.; Marchand, A.; Galinski, H.; Sologubenko, A.S.; Wheeler, J.M.; Zenobi, R.; Poulikakos, D.; Spolenak, R. Multi-metal electrohydrodynamic redox 3D printing at the submicron scale. Nature communications 2019, 10, 1–8. [Google Scholar] [CrossRef]
- Chi, X.; Zhang, X.; Li, Z.; Yuan, Z.; Zhu, L.; Zhang, F.; Yang, J. Fabrication of Microfluidic Chips Based on an EHD-Assisted Direct Printing Method. Sensors 2020, 20, 1559. [Google Scholar] [CrossRef]
- Calvo, E.; Pinheiro, M.; Sa, P. Optimizing an EHD cylindrical plasma thruster. APS Annual Gaseous Electronics Meeting Abstracts, 2020, pp. MW4–003.
- Polat, A.; Izli, N. Drying characteristics and quality evaluation of ‘Ankara’pear dried by electrohydrodynamic-hot air (EHD) method. Food Control 2022, 134, 108774. [Google Scholar] [CrossRef]
- Calvo, E.M.; Pinheiro, M.J.; Sá, P.A. Modeling of Electrohydrodynamic (EHD) Plasma Thrusters: Optimization of Physical and Geometrical Parameters. Applied Sciences 2022, 12, 1637. [Google Scholar] [CrossRef]
- Dima, P.; Gulbinas, G.; Stubbe, P.R.; Mendes, A.C.; Chronakis, I.S. Electrohydrodynamic drying of probiotics. Innovative Food Science & Emerging Technologies 2022, 82, 103201. [Google Scholar]
- Hassan, M.F. Numerical and Experimental Analysis of an Elastohydrdynamic Seal For Gases 2022.
- Singh, D.; Tangellapalli, S.; Kukreja, R. Performance Investigation of the Ejector Humidification Dehumidification (EHD) Cycle for Fresh Water and Cooling Generation. In Recent Advances in Sustainable Environment; Springer, 2023; pp. 357–367.
- Web of Science. http://www.webofscience.com. Accessed: 2023-01-17.
- Moreau, E. Airflow control by non-thermal plasma actuators. Journal of physics D: applied physics 2007, 40, 605. [Google Scholar] [CrossRef]
- Corke, T.C.; Enloe, C.L.; Wilkinson, S.P. Dielectric barrier discharge plasma actuators for flow control. Annual review of fluid mechanics 2010, 42, 505–529. [Google Scholar] [CrossRef]
- Benard, N.; Moreau, E. Electrical and mechanical characteristics of surface AC dielectric barrier discharge plasma actuators applied to airflow control. Experiments in Fluids 2014, 55, 1–43. [Google Scholar] [CrossRef]
- Kriegseis, J.; Simon, B.; Grundmann, S. Towards in-flight applications? A review on dielectric barrier discharge-based boundary-layer control. Applied Mechanics Reviews 2016, 68. [Google Scholar] [CrossRef]
- Xu, H.; He, Y.; Strobel, K.L.; Gilmore, C.K.; Kelley, S.P.; Hennick, C.C.; Sebastian, T.; Woolston, M.R.; Perreault, D.J.; Barrett, S.R. Flight of an aeroplane with solid-state propulsion. Nature 2018, 563, 532–535. [Google Scholar] [CrossRef] [PubMed]
- Mao, Z.b.; Asai, Y.; Wiranata, A.; Kong, D.q.; Man, J. Eccentric actuator driven by stacked electrohydrodynamic pumps. Journal of Zhejiang University-SCIENCE A 2022, 23, 329–334. [Google Scholar] [CrossRef]
- Nakagawa, K.; Sakai, Y.; Funabora, Y.; Doki, S. Turning a Functional Cloth Into an Actuator by Combining Thread-Like Thin Artificial Muscles and Embroidery Techniques. IEEE Robotics and Automation Letters 2022, 7, 5827–5833. [Google Scholar] [CrossRef]
- Funabora, Y. Flexible fabric actuator realizing 3D movements like human body surface for wearable devices. 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2018, pp. 6992–6997.
- Peng, Y.; Yamaguchi, H.; Funabora, Y.; Doki, S. Modeling Fabric-type Actuator Using Point Clouds by Deep Learning. IEEE Access 2022. [Google Scholar] [CrossRef]
- Mao, Z.; Shimamoto, G.; Maeda, S. Conical frustum gel driven by the Marangoni effect for a motor without a stator. Colloids and Surfaces A: Physicochemical and Engineering Aspects 2021, 608, 125561. [Google Scholar] [CrossRef]
- Mao, Z.; Kuroki, M.; Otsuka, Y.; Maeda, S. Contraction waves in self-oscillating polymer gels. Extreme Mechanics Letters 2020, 39, 100830. [Google Scholar] [CrossRef]
- Thongking, W.; Wiranata, A.; Minaminosono, A.; Mao, Z.; Maeda, S. Soft robotic gripper based on multi-layers of dielectric elastomer actuators. Journal of Robotics and Mechatronics 2021, 33, 968–974. [Google Scholar] [CrossRef]
- Mao, Z.; Yoshida, K.; Kim, J.W. Droplet sorter using a cantilever actuated by electro-conjugate fluid micropumps. 2019 23rd International Conference on Mechatronics Technology (ICMT). IEEE, 2019, pp. 1–4.
- O’Connor, N.J.; Castaneda, A.J.; Christidis, P.N.; Vayas Tobar, N.; Talmor, M.; Yagoobi, J. Experimental study of flexible electrohydrodynamic conduction pumping for electronics cooling. Journal of Electronic Packaging 2020, 142. [Google Scholar] [CrossRef]
- Zeng, M.; Zhang, J.; Wang, S.; Qu, Z. Analysis of a two-stage ionic wind pump with multiple needle-to-mesh electrodes for cooling electronics. Applied Thermal Engineering 2021, 185, 116340. [Google Scholar] [CrossRef]
- Tien, C.; Lin, S.; Lai, F. EHD gas pump in a square channel with electrodes mounted on one wall. Journal of Electrostatics 2020, 107, 103482. [Google Scholar] [CrossRef]
- Yabe, A.; Taketani, T.; Maki, H.; Takahashi, K.; Nakadai, Y. Experimental study of electrohydrodynamically(EHD) enhanced evaporator for nonazeotropic mixtures. ASHRAE Winter Meeting, Anaheim, CA, USA, 01/25-29/92, 1992, pp. 455–460.
- Singh, A.; Ohadi, M.M.; Dessiatoun, S. EHD enhancement of in-tube condensation heat transfer of alternate refrigerant R-134a in smooth and microfin tubes. ASHRAE Transactions 1997, 103, 813–823. [Google Scholar]
- Bryan, J.; Seyed-Yagoobi, J. Influence of flow regime, heat flux, and mass flux on electrohydrodynamically enhanced convective boiling. J. Heat Transfer 2001, 123, 355–367. [Google Scholar] [CrossRef]
- Cotton, J.S. Mechanisms of electrohydrodynamic (EHD) flow and heat transfer in horizontal convective boiling channels. 2003.
- Feng, Y.; Seyed-Yagoobi, J. Control of liquid flow distribution utilizing EHD conduction pumping mechanism. IEEE Transactions on Industry Applications 2006, 42, 369–377. [Google Scholar] [CrossRef]
- Vasilkov, S.; Chirkov, V.; Stishkov, Y.K. Electrohydrodynamic flow caused by field-enhanced dissociation solely. Physics of Fluids 2017, 29, 063601. [Google Scholar] [CrossRef]
- Pearson, M.R.; Seyed-Yagoobi, J. Experimental study of linear and radial two-phase heat transport devices driven by electrohydrodynamic conduction pumping. Journal of Heat Transfer 2015, 137. [Google Scholar] [CrossRef]
- Patel, V.K.; Seyed-Yagoobi, J.; Robinson, F.; Didion, J.R. Effect of Gravity on Electrohydrodynamic Conduction Driven Liquid Film Flow Boiling. Journal of Thermophysics and Heat Transfer 2016, 30, 429–437. [Google Scholar] [CrossRef]
- Blanc, L.; Parrain, F.; Chaillot, A.; Woytasik, M.; Maire, O.; Bosseboeuf, A. New Solution for Thermal Management of Electronic Using Electro-Hydro-Dynamic (EHD) Pump in Heat Pipe. 2018 24rd International Workshop on Thermal Investigations of ICs and Systems (THERMINIC). IEEE, 2018, pp. 1–6.
- Nishikawara, M.; Yagoobi, J. Experimental study of electrohydrodynamic conduction pumping embedded in micro-scale evaporator. 2020 IEEE Industry Applications Society Annual Meeting. IEEE, 2020, pp. 1–4.
- Yang, W.; Cheng, X.; Guo, Z.; Sun, Q.; Wang, J.; Wang, C. Design, fabrication and applications of flexible RFID antennas based on printed electronic materials and technologies. Journal of Materials Chemistry C 2023. [Google Scholar] [CrossRef]
- Narváez-Muñoz, C.; Hashemi, M.R.; Ryzhakov, P.B.; Pons-Prats, J. An enriched finite element/level-set model for two-phase electrohydrodynamic simulations. Physics of Fluids 2023, 35, 012004. [Google Scholar] [CrossRef]
- Wang, Y.; Cheng, K.; Dang, C.; Wang, C.; Qin, J.; Huang, H. Performance and experimental investigation for a novel heat storage based thermoelectric harvester for hypersonic vehicles. Energy 2023, 263, 125885. [Google Scholar] [CrossRef]
- Odularu, A.T. Basic Principles of Electrospinning, Mechanisms, Nanofibre Production, and Anticancer Drug Delivery. Journal of Chemistry 2022, 2022. [Google Scholar] [CrossRef]
- Tao, Y.; Liu, W.; Ge, Z.; Yao, B.; Ren, Y. Alternating-current nonlinear electrokinetics in microfluidic insulator-decorated bipolar electrochemistry. Physics of Fluids 2022, 34, 112002. [Google Scholar] [CrossRef]
- Das, T.; Biswas, A.; Roy, S.S. Modeling of Inkjet-Based Micro-additive Manufacturing Process Performance Using Deep Learning Algorithms. In Recent Trends in Product Design and Intelligent Manufacturing Systems; Springer, 2023; pp. 709–717.








| Year | Author | Problem type | Software |
|---|---|---|---|
| 2008 | Jewell et al. [26] | Flow analysis | COMSOL Multiphysics |
| 2014 | Fylladitakis et al. [27] | EHD pumps design | FEMM |
| 2014 | Ongkodjojo et al. [28] | Thermal management | COMSOL Multiphysics |
| 2015 | Chirkov et al. [29] | Flow analysis | COMSOL Multiphysics |
| 2016 | Luo et al. [30] | Flow analysis | - |
| 2016 | Yang et al. [31] | Flow analysis | COMSOL Multiphysics |
| 2017 | Kuwajima et al. [32] | EHD pumps design | COMSOL Multiphysics |
| 2017 | Sato et al. [33] | EHD pumps design | COMSOL Multiphysics |
| 2018 | Ramadhan et al. [34] | Thermal management | COMSOL Multiphysics |
| 2020 | Adamiak [35] | Flow analysis | COMSOL Multiphysics and ANSYS |
| 2020 | O’Connor and Seyed-Yagoobi [36] | Flow analysis | COMSOL Multiphysics |
| 2020 | Nourdanesh et al. [37] | Flow analysis | COMSOL Multiphysics |
| 2020, 2021 | Mao et al. [38,39] | Flow analysis | COMSOL Multiphysics |
| 2021 | Talmor and Seyed-Yagoobi [40] | Flow analysis | COMSOL Multiphysics |
| 2021 | Wang et al. [41] | Flow analysis | - (GPU based computation) |
| 2021 | Monayem [42] | Flow analysis | ANSYS/FLUENT |
| 2022 | Selvakumar et al. [43] | Thermal management | OpenFOAM |
| 2022 | Mazumder et al. | Thermal management [44], flow analysis [45] | ANSYS/FLUENT |
| Year | Author | Electrode material | Base material | Electrode geometry |
|---|---|---|---|---|
| 2010 | Yu et al. [55] | Copper, silver and gold | Silicon | Planner |
| 2011 | Seyed-Yagoobi et al. [56,57] | Stainless steel | PTFE | Disk |
| 2013 | Kano and Nishina [58] | Cr/Au | Glass | Planner |
| 2014 | Patel and Seyed-Yagoobi [59] | Stainless steel | PTFE | Disk |
| 2016 | Russel et al. [60] | Au | Glass | Planner |
| 2019 | Nagaoka et al. [61] | Tungsten and brass | Glass | TPSEs and needle-to-ring |
| 2019 | Tsukiji et al. [49] | Copper | - | Disk |
| 2019, 2020 | Mao et al. [17,39,50] | Ni/Au | Glass | TPSEs |
| 2020 | Seki et al. [62] | Copper | PET | Planner |
| 2020 | Mao et al. [48] | Tungsten and brass | Glass | Needle-to-ring |
| 2020 | Vasilkov et al. [63] | Aluminum | PET | Ring |
| 2020 | O’Connor and Seyed-Yagoobi [36] | - | - | Helical |
| 2020 | Blanc et al. [64] | Copper | PTFE | Disk |
| 2020 | Murakami et al. [65] | Copper | PP | Planner |
| 2022 | Mao et al. [66] | Copper | PP | Planner |
| Year | Author | Electrode material | Discharge chamber material | Electrode geometry | Interelectrode gap [mm] |
|---|---|---|---|---|---|
| 2006 | Rickard et al. [69] | Copper and steel | Acrylic | Needle-ring | 12.5 |
| 2008 | Moreau and Touchard [4] | - | Plexiglas | Mesh-ring | 5, 10, 15, 20 |
| 2011 | Takeuchi et al. [70] | - | Acrylic | Wire-rod | 13 |
| 2015 | Birhane et al. [82] | Copper | Acrylic | Ring-wire | 20, 50 |
| 2015 | Quan et al. [84] | Stainless-steel | Glass | Mesh-rod | - |
| 2016 | Mizeraczyk et al. [85] | Stainless-steel | Acrylic | Needle-plate | 25 |
| 2018 | Moreau et al. [71] | Stainless-steel | - | Needle-plate | 25 |
| 2019 | Gao et al. [86] | Stainless-steel | Glass | Mesh-rod | - |
| 2020 | Qu et al. [87] | Tungsten and stainless | Acrylic | Needle-ring | 6, 11, 16, 21, 26 |
| 2020 | Chang et al. [77] | Copper | Acrylic | Ring | 15, 20 |
| 2022 | Rubinetti et al. [88] | Stainless-steel | Acrylic glass | Mesh-wire | 50 |
| 2022 | Yang et al. [89] | Stainless-steel | Acrylic glass | Mesh-wire | 10 |
| 2022 | Li et al. [90] | Tungsten, copper | Acrylic | Plate-wire | 5 |
| Year | Author | Working medium |
|---|---|---|
| 2007 | Lee et al. [97] | HFE-7100 |
| 2010 | Yu et al. [55] | HFE-7100 |
| 2011 | Seyed-Yagoobi et al. [56,57] | HCFC-123 |
| 2013 | Kano and Nishina [58] | HFE-7100 |
| 2014 | Patel and Seyed-Yagoobi [59] | HCFC-123 |
| 2016 | Russel et al. [60] | HFE-7100 |
| 2019 | Nagaoka et al. [61] | FF-1EHA2 |
| 2018 | Tsukiji et al. [98] | HFE-7100 |
| 2019 | Tsukiji et al. [49] | HFE-7300 |
| 2019 | Mao et al. [17] | DBD and HFE-7200 |
| 2019, 2020 | Mao et al. [39,50] | DBD |
| 2020 | Seki et al. [62] | HFE-7300 |
| 2020 | Mao et al. [48] | FF-1EHA2 and FF-101EHA2 |
| 2020 | Vasilkov et al. [63] | GK-1700 Transformer oil |
| 2020 | O’Connor and Seyed-Yagoobi [36] | HFE-7100 |
| 2020 | Blanc et al. [64] | HFE-7000, 7100, 7200, 7300, 7500 and Acetone |
| 2020 | Murakami et al. [65] | HFE-7300 |
| 2022 | Mao et al. [66] | HFE-7300 |
| Property | HFE-7100 [99,100] | HFE-7200[101,102] | HFE-7300 [99,103] | DBD [17] |
|---|---|---|---|---|
| Chemical formula | ||||
| Kinematic Viscosity [cSt] | 0.38 | 0.61 | 0.71 | - |
| Dielectric constant @ 1kHz | 7.4 | 7.3 | 6.1 | 4.54 |
| Liquid mass density [g/cm3] | 1.51 | 1.43 | 1.67 | 0.94 |
| Dielectric Strength Range, 0.1" gap [kV] | >25 | >25 | >25 | - |
| Electrical conductivity [S/m] | - | - |
| Gas | Formula | Breakdown voltages (300K) [kV/cm] | Density (273.15K) [g/L] |
|---|---|---|---|
| Air [110,111] | Mixture | 30 | 1.2 |
| Argon [112,113] | Ar | 20 | 1.78 |
| Nitrogen [112,114] | 40.1 | 1.25 | |
| R134a [115,116] | 31 | - |
| Year | Author | Working medium |
|---|---|---|
| 2003 | Feng and Seyed-Yagoobi [117] | R134a |
| 2011 | Takeuchi et al. [70] | Air |
| 2014 | Nangle-Smith and Cotton [118] | R134a |
| 2015 | Dinani et al. [119] | Air |
| 2015 | Birhane et al. [82] | Air |
| 2016 | Mizeraczyk et al. [85] | Air |
| 2018 | Van Doremaele et al. [120] | Helium |
| 2018 | Moreau et al. [71] | Air |
| 2018 | Granados and Victor [121] | Argon, Nitrogen, Oxygen |
| 2018 | Nangle et al. [122] | R134a |
| 2019 | Reiser et al. [123] | Argon |
| 2019 | Gao et al. [86] | R113 |
| 2020 | Chi et al. [124] | Nitrogen |
| 2020 | Calvo et al. [125] | Argon |
| 2020 | Polat and Izli [126] | Air |
| 2022 | Calvo et al. [127] | Argon, Xenon |
| 2022 | Dima et al. [128] | Nitrogen |
| 2022 | Hassan and Mohammad [129] | Nitrogen |
| 2022 | Li et al. [90] | Air |
| 2022 | Singh et al. [130] | R134a |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).