Breakdown of a dielectric material at high electric fields significantly limits the applicability of metal-dielectric-metal capacitors for energy storage applications. Here we demonstrate that the insulating properties of atomic-layer-deposited Al2O3 thin films in Al/Al2O3/Al trilayers can recover after the breakdown. The recovery has been observed in samples with the dielectric thickness spanning from 4 to 9 nm. This phenomenon holds promise for a new generation of capacitors capable of restoring their properties after the dielectric breakdown. Also, if employed in capacitor banks, the recovery process will ensure that the bank remains operational even if a breakdown occurs.
Recently, it has been suggested that the energy density in metal-dielectric-metal (MDM) capacitors could be significantly increased if the gap spacing between the electrodes is reduced to a nanometer scale1, 2. The improvement is expected because in vacuum capacitors the field enhancement factor, β, characterizing the local enhancement of the average electric field due to surface defects, decreases with the gap1, 3, 4. Hence, capacitors with the thickness of the insulating layer on the order of few nanometers, called nanocapacitors, might be able to withstand much higher electric fields before a breakdown damaging the dielectric takes place.
In capacitors, where two electrodes are separated by a vacuum gap, breakdown discharges do not necessarily lead to a permanent damage of the capacitor plates. The initial breakdown could increase the field at which the subsequent breakdown is observed4,5,6. This phenomenon, called the breakdown conditioning, is attributed to the destruction of the surface defects such as protrusions, which are usually responsible for the breakdown. Similarly, in capacitors with certain dielectrics7,8,9,10 and thin metal electrodes breakdowns do not unavoidably cause shorts. On breakdown the metal could melt or evaporate locally around the breakdown hole, insulating it from the rest of the capacitor. These types of dielectric failure are usually called “self-healing” breakdowns.
In gas circuit breakers, widely used in high-voltage transmission and distribution networks, the dielectric breakdown plays the key role for a successful interruption of high short circuit currents11, 12. The subsequent recovery of a gaseous dielectric, during which the gas recombines, cools, and recovers its initial dielectric strength, is one of the main stages of the breaker operation. Due to the complexity of the involved physical processes an understanding of the dielectric recovery continues to be an area of active research.
There are different models regarding the breakdown mechanism in dielectrics13, 14, including hole-induced breakdown model15,16,17,18, the electron-trapping breakdown model19, resonant-tunneling-induced breakdown model20 and filamentary model21. Despite all the debates, it is generally accepted that dielectric failure can be described as the two-step process, i.e. wearout22 followed by the breakdown23. During the wearout phase, the defects are generated inside19 or at the interface24 of the dielectric by the applied electric field or by the leakage currents flowing through the dielectric. Ultimately the density of these defects becomes sufficient to lead to locally high current densities followed by thermal runaway in a confined region25. The time it takes to accumulate the critical amount of defects, i.e. mechanism of the time-dependent dielectric breakdown, depends on various factors. Among them are the strength of the electric field26 and the type of the charge carrier transfer (Fowler-Nordheim, Frenkel-Poole or direct tunneling)27, which in turn depends on the dielectric material and its thickness.
If the time required to recover the capacitor after breakdown is shorter than the time to dielectric breakdown of other capacitors in capacitor banks28, 29, then it should be possible to avoid using distribution automation/power management systems30 to prevent power outage.
In this work, we investigate a dielectric breakdown in Al/Al2O3/Al nanocapacitors. We observe two types of breakdown: local and global. Local breakdown appears as a nanometer size crater visible under a scanning electron microscope. It does not produce any noticeable signature on the voltage-current characteristic. Thus, we assume it is a self-healing phenomenon. We also observe a global breakdown that appears as a current jump on the voltage-current curve. We find that this type of the breakdown also shows a recovery effect: when the voltage is reduced the conductance decreases again. Both of these recovery and self-healing phenomena are of significant importance since they can help to improve the reliability of capacitor-based energy storage systems. We also find that these effects of recovery and self-healing are the most pronounced in nanocapacitors, i.e. capacitors where an insulating layer is just a few nanometers thick. Thus, our finding indicates that nanocapacitors are promising for the creation of powerful energy storage systems.
Sample Description and Fabrication
The studied MDM capacitors, which schematic is shown in Fig. 1(a), were grown on highly resistive <100> Si wafer capped by 280 nm SiO2 film (Silicon Quest Int’l, Si resistivity is 104 Ohm · cm at 300 K). The substrates were successively sonicated for 3 minutes in acetone, isopropanol, deionized water, nitric acid, and then again in deionized water and isopropanol. The bottom aluminum electrode was patterned on the substrate by means of photolithography followed by an Al deposition and a lift-off procedure. It has a square shape with the edge length equal to 100 μm. The deposition of Al was done in the electron-beam evaporator with the base pressure ~1 × 10−9 Torr. The thickness of the bottom electrode was 30 nm (deposition rate ~1 Å/s). Before removing the sample from the evaporator, it was oxidized in the pure oxygen atmosphere (partial pressure ~3 Torr) during 1 hour in order to create a high-quality surface oxide using a controlled pure oxygen environment. As a result, an amorphous31, 32 oxide film with the thickness about 15 Angstroms was formed on the aluminum surface33.
Subsequently, the sample was transferred into an atomic layer deposition (ALD) system. There, the entire surface of the sample was coated with a few nanometer thick layer of aluminum oxide. The desired thickness of the dielectric layer was deposited at 80 °C using tri-methyl aluminum and water. While the samples were moved from the Al deposition chamber to the ALD chamber, they were exposed to air for a short period of time (on the order of 1 hour). As it is known, Al oxidation rate drastically slows down after the alumina thickens to about 15 Angstroms33. The thickness of 20 Angstroms can be reached after ~25 days. A similar behavior is observed when the film oxidizes in air at room temperature34. We expect that the increase of the dielectric thickness on the bottom electrode due to the air exposure was negligible, thus the thickness of naturally-grown oxide layer did not exceed 1.5 nm. The main part of the insulating film was then deposited in the ALD setup.
The final step, i.e. the fabrication of the top Al electrode, was done by using a metal shadow mask that rendered the rectangular 1 × 3 mm2 stripe overlaying the bottom square electrode. Its thickness was 70 nm, which was enough to form a continuous film partially covering the bottom electrode (previously coated with the insulating aluminum oxide layer) and the substrate (see Fig. 1(a)).
The source of the dc bias voltage, U, was connected in series with resistor, R 0 , sample and ammeter, A (see Fig. 1(a)). The source voltage U increased and then decreased at the constant rate equal to 0.01 V/s (see the example in Fig. 1(b)). The amplitude of the voltage was fixed for each set of samples with a particular dielectric thickness. We added one-hour delays between positive and negative voltage ridges, where it stayed at near-zero level (a small bias of 0.1 V or −0.1 V was applied to monitor the evolution of the sample resistance). The resistance of the capacitor is defined as R s = U/I − R 0 , where I is the current in the circuit. Before the breakdown event, the resistance of the sample exceeds R 0 by several orders of magnitude. Hence, a drop of the potential on the sample, V s , and the source voltage U are almost identical. This is confirmed by Fig. 1(b) where the black and blue curves, representing U and V s , at first follow each other. As U is ramped up, V s reaches a breakdown value, V b , specific for each sample. At that moment the current in the circuit jumps up to a value limited by the series resistor, i.e. V b /R 0 (the current can be less than this if the sample resistance is still high or comparable to R 0 ). As a result, V s = U − IR 0 abruptly goes down and deviates from U (see Fig. 1(b)).
Typical examples of the current-voltage characteristics of the samples with dielectric thicknesses 4, 6.5 and 9 nm are shown in Fig. 2. For the increasing source voltage U, the sample voltage V s and the leakage current I continue to increase (inset in Fig. 2(a)) until the initial breakdown occurs (marked “Initial BD” in Fig. 2(a)). After that event the sample current jumps up but the sample voltage falls down despite an ongoing growth of the source voltage. Thus, we observe a bend in I-V curves towards lower-V s /higher-I region. During the reverse passage, i.e. when the source voltage is ramped down after the breakdown, the current through the sample changes such that the product IR 0 decreases faster than voltage U, leading to the shift of the I-V curve towards higher-Vs/lower-I region (see Fig. 2). Interestingly, each I-V curve shown in Fig. 2 has the second distinct jump at negative bias voltage (marked “Successive BD” in Fig. 2(a)). Since the electric field magnitudes for positive and negative breakdowns are comparable (E ≈ 1.2 ÷ 1.3 V/nm) and the existence of the successive breakdowns was verified for ~20 measured samples, we conclude that the studied nanocapacitors can survive the dielectric breakdown (otherwise there would be just one breakdown event), which is the key result of the present work. Let us note that samples with thinner dielectric, i.e. 4 and 6.5 nm, exhibit a gradual increase of the current prior to a breakdown. At the same time, in thicker samples with 9 nm of alumina a growth of the current is replaced by its decrease before a jump takes place (see Fig. 2(c)). Such a change corresponds to a negative differential resistance of the studied nanocapacitors, which has been previously observed in different MDM systems (see e.g. refs 35 and 36 for review).
Prior to reaching the breakdown, we investigated, on some samples, I-V dependences in the lower voltage region. An example of such measurements is given in Fig. 3. The observed hysteretic behavior reflects the influence of charge trapping in the dielectric37. Indeed, once the voltage is ramped up charges are pushed into the dielectric. However, not all charges reach the opposite electrode. Some of them get trapped in various defects inside the insulating film. As the electric field is reversed, these trapped charges start to escape from the traps and move in the opposite direction. Such trap neutralization shifts the total sample current to lower values (see Fig. 3). At V s ≈ 3 V (for 9 nm alumina sample) we observe the reversal of the current flow direction, which appears as a cusp on the absolute current versus voltage graph38. In addition, the capacitance-frequency and capacitance-voltage properties of the capacitors have been tested using QuadTech 7600 Plus LCR meter. The former type of measurements has revealed that the capacitance of the studied samples is nearly independent on the voltage signal frequency in the range from 100 Hz to 2 MHz (see inset (a) in Fig. 3). The presented data has been obtained by subtracting from the capacitance of the sample measured with thin-film leads connected to the MDM capacitor the capacitance of the sample with one of the leads cut. The origin of a small dip observed near 100 kHz is currently unclear. The voltage measurements, on the other hand, do show a capacitance change with the change of the applied voltage (see inset (b) in Fig. 3). The amplitude and frequency of the ac test voltage signal were 100 mV and 20 kHz, correspondingly. By fitting the data (dashed blue line in Fig. 3(b)) with a second order polynomial function C(V) = C 0 (V)(αV 2 + βV + 1), where C 0 (V) is the capacitance at zero bias, we obtain the following quadratic and linear voltage coefficients38 of the capacitance: α = 113 ppm/V2, β = −446 ppm/V.
The recovery process in Al/Al2O3/Al nanocapacitors can be demonstrated by plotting how the applied voltage, U, and the sample resistance, R s , change with the time. Let us make a brief analysis for 4 nm-thick sample, whose voltage-current characteristic is shown in Fig. 2(a). While the applied voltage is ramped up from zero, the current through the dielectric grows nonlinearly, thus the sample resistance decreases from approximately 100 GΩ to 100 MΩ (see Fig. 4). When the voltage reaches ~5 V, the initial global breakdown takes place. After the jump the resistance of the capacitor becomes rather low, that is about 5 MΩ. Such low resistance makes the capacitor basically nonfunctional. As the voltage is reduced a recovery process is observed. Namely, by the time the voltage drops to ~3 V the resistance increases by orders of magnitude and as the voltage approaches zero the resistance climbs as high as ~1 TΩ (see Fig. 4). During the delay time between voltage ridges with opposite polarities R s stays near that 1 TΩ level.
Qualitative character of the resistance curve does not change as the voltage is varied in the negative region: R s decreases from ~1 TΩ to ~100 MΩ, then the successive global breakdown jump occurs and as U approaches 0 V the resistance goes back up to 1 TΩ range. Note that the apparent discontinuity of the resistance curve on the logarithmic scale, such as observed in Fig. 4 in the ranges from 1100 s to 1300 s and from 6000 s to 6500 s, is due to the process of trap neutralization, which causes the charge to flow in the direction opposite to the applied field and thus effectively creates a “negative resistance”.
To investigate the efficiency of the recovery process further, we have tested the capacitance of the sample before the global breakdown (“Before BD”) and after the global breakdown (“After BD”). The capacitance was measured at fixed frequency and fixed amplitude of the test signal equal to 1 kHz and 0.7 V, correspondingly. Dielectric constant extracted from the averaged experimental value (dashed line in Fig. 5) of the data collected before the breakdown on six samples (black squares in Fig. 5) is ϵfit = 4.1 ± 0.2. This value matched well the dielectric constant of an ALD-grown thin Al2O3 film, ϵ ≈ 4.5, previously reported by Groner39. The recovery process appears rather efficient since a capacitance measured after the breakdown (blue circles in Fig. 5) is usually close to an initial one. The observed modest reduction of the capacitance is due to the occurrence of nanoscale “craters” near the points on the capacitor where the breakdown takes place. These craters, discussed below, isolate the damaged region from the good part of the capacitor plate.
The results presented above clearly show that a recovery process is possible in Al/Al2O3/Al nanocapacitors. A naive understanding of this process would be to say that some sort of tunneling of the electrons takes place through the insulating barrier of the MDM capacitor, and since the electric field is high, of the order of 1 V/nm, the tunneling becomes much stronger at high voltage due to the related barrier suppression. Yet, such simple picture does not explain the jump-wise increase of the current at a critical voltage and the existence of successive breakdowns observed in most of the experiments, the example being Fig. 2. In order to qualitatively explain the breakdown and the recovery phenomenon let us add a few additional observations. First, we find, by means of observations under an optical microscope, that above certain electric field (~1 V/nm) black specks start to emerge on the surface of the top electrode (see Fig. 6). The number of these specks rapidly increases with the voltage, but their appearance does not immediately lead to a breakdown jump. Interestingly, voltage-current dependences in our measurements do not have any peculiarities in the region where the specks develop. The nature of the observed phenomenon appears similar to that observed by Klein et al.9 in SiO2 films. Namely, a single speck is due to the discharge of the capacitor into a defect in the dielectric. The discharge is produced when the current through the defect causes a thermal instability and an increase in conductance by several orders of magnitude. The Joule heat causes evaporation and eruption at high mechanical pressure, and formation of the crater-like defect, the detailed structure of which is presented in Fig. 7. Since the metal evaporates around such breakdown spot, it does not short capacitor’s electrodes9. The above phenomenon has been previously referred to as the self-healing breakdown7,8,9,10, 40. The timescale of the breakdown event, τB, can be estimated from the energy balance equation E m = E J , where E m is the energy required to melt the material inside a crater, and E J is the Joule heating generated during the breakdown. E m is proportional to the specific heat of the alumina (~900 J/kg K), the local temperature change (~2000 K) and the alumina mass confined within a crater (~10−17 kg). At the same time, E J linearly depends on the current flowing during the breakdown (~100–500 nA), breakdown voltage (~5–10 V) and τB. Taking into account the above parameters, we find that τB should be of the order of 10−6–10−5 s. Such timescale is much shorter than the resolution of our setup, explaining why these local self-healing breakdowns do not produce spikes on voltage-current characteristics in Fig. 2. Second, we notice that there is a sharp tip visible in a center of almost each crater (see Fig. 7(b) and (c)). Third, we determine that the process of new crater emergence abruptly stops as soon as the jump in I-V curve happens. Such a behavior resembles the transition from an avalanche to a stable state in electrorheological fluid with carbon nanotubes exposed to a strong electric field41, 42. In those experiments a general rule was discovered, indicating that if the entropy production (or Joule heating) reaches its theoretically possible maximum then the system transits from an inherently unstable regime, in which the current paths emerge and get destroyed, to a stable regime, in which stable and highly conducting paths exist.
Taking into account these observations, we suggest the following explanation of the capacitor recovery process. As the applied voltage is ramped up the local self-healing breakdowns start to appear. They cause local destruction of alumina and aluminum electrodes and formation of sharp tips in the centers of the craters. These tips are residues of resistive links produced and subsequently burnt out in the craters due to the heat generated in them. At certain voltage the system reaches a situation when many conducting links occur. At this point the net resistance of the capacitor becomes low compared to the series resistor R 0 . Thus the voltage drop on the capacitor V s gets reduced. Therefore, the current paths cannot be burned by Joule heating and a stable short of the capacitor is observed. Yet, it disappears if the voltage is reduced. This is a global self-healing effect that is our main discovery. It is interesting to note that the resistance of the nanocapacitors after the global breakdown is usually on the order of few MΩ, i.e. it is the same order of magnitude as R 0 ≈ 10 MΩ. Hence, the amount of Joule heating generated in the capacitor stays close to the maximum42 P max = U 2/4R 0 . Therefore, the state of the capacitor after the breakdown corresponds to the maximum entropy production principle41, 43.
In conclusion, we have studied the dielectric failure under high electric fields in Al/Al2O3/Al capacitors with alumina thickness equal to 4, 6.5 or 9 nm. Two types of the breakdown, namely a local and a global, have been observed. As a consequence of the local breakdown a nanometer-size defect appears on a surface of the top electrode. At the same time, it does not form a stable electrical connection between capacitor’s plates and does not cause any visible peculiarity on a voltage-current curve in our experiment. The reason is that a crater forms around the breakdown spot. The global breakdown manifests itself as a current jump on the current-voltage dependence. It leads to a formation of the short between the electrodes, which resistance typically adjusts such as to maximize the Joule heating, similarly to some previously studied self-organizing dissipative structures. We find that the studied nanocapacitors can recover after the global breakdown if the applied voltage is reduced. Such a recovery renders the capacitors with a few nanometer-thick insulating layer a promising candidate for energy storage applications.
Hubler, A. & Osuagwu, O. Digital quantum batteries: energy and information storage in nanovacuum tube arrays. Complexity 15, 48–55 (2010).
Lyon, D. & Hubler, A. Gap size dependence of the dielectric strength in nano vacuum gaps. IEEE Trans. Dielectr. Electr. Insul. 20, 1467–1471 (2013).
Boyle, W. S., Kisliuk, P. & Germer, L. H. Electrical breakdown in high vacuum. J. Appl. Phys. 26, 720–725 (1955).
Alpert, D., Lee, D. A., Lyman, E. M. & Tomaschke, H. E. Initiation of electrical breakdown in ultrahigh vacuum. J. Vac. Sci. Technol. 1, 35–50 (1964).
Gleichauf, P. H. Electrical breakdown over insulators in high vacuum. J. Appl. Phys. 22, 535–541 (1951).
Noer, R. J. Electron Field emission from broad-area electrodes. Appl. Phys. A 28, 1–24 (1982).
Siddall, G. Vacuum deposition of dielectric films for capacitors. Vacuum 9, 274–287 (1969).
Inuishi, Y. & Powers, D. A. Electric breakdown and conduction through Mylar films. J. Appl. Phys. 28, 1017–1022 (1957).
Klein, N. & Gafni, H. The maximum dielectric strength of thin silicon oxide films. IEEE Trans. Electr. Dev. 13, 281–289 (1966).
Reed, C. W. & Cichanowski, S. W. The fundamentals of aging in HV polymer-film capacitors. IEEE Trans. Dielectr. Elect. Insul. 1, No. 5, 904–922 (1994).
Seeger, M., Schwinne, M., Bini, R., Mahdizadeh, N. & Votteler, T. Dielectric recovery in a high-voltage circuit breaker in SF6. J. Phys. D: Appl. Phys. 45, 395204 (2012).
Stoller, P. C., Seeger, M., Iordanidis, A. A. & Naidis, G. V. CO2 as an arc interruption medium in gas circuit breakers. IEEE Trans. Plasma Sci. 41, 2359–2369 (2013).
Lombardo, S. et al. Dielectric breakdown mechanisms in gate oxides. J. Appl. Phys. 98, 121301 (2005).
Ribes, G. et al. Review on high-k dielectrics reliability issues. IEEE Trans. Device Mater. Reliab. 5, 5–19 (2005).
DiStefano, T. H. & Shatzkes, M. Impact ionization model for dielectric instability and breakdown. Appl. Phys. Lett. 25, 685–687 (1974).
Shatzkes, M. & Av‐Ron, M. Impact ionization and positive charge in thin SiO2 films. J. Appl. Phys. 47, 3192–3202 (1976).
Kashat, I. & Klein, N. Current runaway in insulators affected by impact ionization and drift. J. Appl. Phys. 48, 5217–5226 (1977).
Chen, I. C., Holland, S. E. & Hu, C. Electrical breakdown in thin gate and tunneling oxides. IEEE Trans. Electron Devices 32, 413 (1985).
Harari, E. Dielectric breakdown in electrically stressed thin films of thermal SiO2. J. Appl. Phys. 49, 2478–2489 (1978).
Ricco, B., Azbel, M. Y. & Brodsky, M. H. Novel mechanism for tunneling and breakdown of thin SiO2 films. Phys. Rev. Lett. 51, 1795–1798 (1983).
Blonkowski, S. Filamentary model of dielectric breakdown. J. Appl. Phys. 107, 084109 (2010).
Dumin, D. J. et al. High field related thin oxide wearout and breakdown. IEEE Trans. Electron Devices 42, 760–772 (1995).
Harari, E. Conduction and trapping of electrons in highly stressed ultrathin films of thermal SiO2. Appl. Phys. Lett. 30, 601–603 (1977).
Nissan-Cohen, Y., Shappir, J. & Frohman-Bentchkowsky, D. Determination of SiO2 trapped charge distribution by capacitance-voltage analysis of undoped polycrystalline silicon-oxide-silicon capacitors. Appl. Phys. Lett. 44, 417–419 (1984).
Uraoka, Y. & Tsuji, K. A new technique for evaluating gate oxide reliability using a photon emission method. IEICE Trans. Electron. E76-C, 519–524 (1993).
McPherson, J. W. & Mogul, H. C. Underlying physics of the thermochemical E model in describing low-field time-dependent dielectric breakdown in SiO2 thin films. J. Appl. Phys. 84, 1513–1523 (1998).
Kolodzey, J. et al. Electrical conduction and dielectric breakdown in aluminum oxide insulators on silicon. IEEE Trans. Electron Devices 47, 121–128 (2000).
Schaefer, J., Samineni, S., Labuschagne, C., Chase, S. & Hawaz, D. J. Minimizing capacitor bank outage time through fault location. 2014 67th Annual Conference for Protective Relay Engineers, 72–83, doi:10.1109/CPRE.2014.6798995 (2014).
Brunello, G., Kasztenny, B. & Wester, C. Shunt capacitor bank fundamentals and protection. 2003 Conference for Protective Relay Engineers-Texas A&M University. (2003) Available at: http://store.gedigitalenergy.com/faq/documents/general/shunt.pdf (Accessed: 14th June 2016).
ABB Oy. Distribution Automation Handbook. (2011). Available at: https://library.e.abb.com/public/d2a9946312025777c125795f00431d40/DAHandbook_Section_08p10_Protection_of_Capacitor_Banks_757290_ENa.pdf (Accessed: 14th June 2016).
Gulbransen, E. A. & Wysong, W. S. Thin oxide films on aluminum. J. Phys. and Colloid Chem. 51, 1087–1103 (1947).
Hart, R. K. The oxidation of aluminium in dry and humid oxygen atmospheres. Proc. R. Soc. Lond. A 236, 68–88 (1956).
Cabrera, N. & Mott, N. F. The theory of the oxidation of metals. Rep. Prog. Phys. 12, 163–184 (1949).
Hass, G. On the preparation of hard oxide films with precisely controlled thickness on evaporated aluminum mirrors. J. Opt. Soc. Amer. 39, 532–540 (1949).
Dearnaley, G., Stoneham, A. M. & Morgan, D. V. Electrical phenomena in amorphous oxide films. Rep. Prog. Phys. 33, 1129–1191 (1970).
Pagnia, H. & Sotni, S. Bistable switching in electroformed metal-insulator-metal devices. Phys. Stat. Sol. A 108, 11–65 (1988).
Scott, R. S. & Dumin, D. J. The transient nature of excess low-level leakage currents in thin oxides. J. Electrochem. Soc. 142, 586–590 (1995).
Ding, S. J. et al. RF, DC, and reliability characteristics of ALD HfO2–Al2O3 laminate MIM capacitors for Si RF IC applications. IEEE Trans. Electron Devices 51, 886–894 (2004).
Groner, M. D., Elam, J. W., Fabreguette, F. H. & George, S. M. Electrical characterization of thin Al2O3 films grown by atomic layer deposition on silicon and various metal substrates. Thin Solid Films 413, 186–197 (2002).
Chen, Y. et al. Study on self-healing and lifetime characteristics of metallized-film capacitor under high electric field. IEEE Trans. Plasma Sci. 40, 2014–2019 (2012).
Belkin, A., Hubler, A. & Bezryadin, A. Self-assembled wiggling nano-structures and the principle of maximum entropy production. Sci. Rep. 5, 8323 (2015).
Bezryadin, A., Westervelt, R. M. & Tinkham, M. Evolution of avalanche conducting states in electrorheological liquids. Phys. Rev. E 59, 6896–6902 (1999).
Bezryadin, A. & Kountz, E. Training concept, evolution time, and the maximum entropy production principle. Entropy 18(4), 145 (2016).
This work was funded in part by the Office of Naval Research grant N00014-14-1-0381 and grant N00014-15-1-2397 and Air Force Research Laboratory grant AF FA9453-14-1-0247. We thank Dr. Charles P. Marsh of the Engineer Research and Development Center, Construction Engineering Research Laboratory (Champaign, IL), for fruitful discussions and supporting work under BPO W9132T-14-A-0001.
The authors declare that they have no competing interests.
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
About this article
Cite this article
Belkin, A., Bezryadin, A., Hendren, L. et al. Recovery of Alumina Nanocapacitors after High Voltage Breakdown. Sci Rep 7, 932 (2017). https://doi.org/10.1038/s41598-017-01007-9
Electron-Transport Characteristics through Aluminum Oxide (100) and (012) in a Metal–Insulator–Metal Junction System: Density Functional Theory—Nonequilibrium Green Function Approach
ACS Omega (2020)
Insights into the Complex Prebreakdown Actuation of Silicone Elastomers and its Influence on Breakdown Behavior
ACS Omega (2020)
Thermal and electrical anisotropy of polymer matrix composite materials reinforced with graphene nanoplatelets and aluminum-based particles
Diamond and Related Materials (2019)
ACS Applied Electronic Materials (2019)
Journal of Applied Physics (2018)