Understanding Quality Factor Degradation in Superconducting Niobium Cavities at Low Microwave Field Amplitudes
A. Romanenko, D. I. Schuster

TL;DR
This paper investigates the low field Q slope in superconducting niobium cavities, revealing new features and suggesting two-level systems in niobium oxide as a possible cause, which impacts residual resistance understanding.
Contribution
The study extends measurement techniques to ultralow fields, uncovering two new features of LFQS and proposing a novel explanation involving niobium oxide two-level systems.
Findings
Saturation of LFQS at fields below 0.1 MV/m
Thicker niobium pentoxide enhances degradation
LFQS may be caused by two-level systems in niobium oxide
Abstract
In niobium superconducting radio frequency (SRF) accelerating cavities a decrease of the quality factor at lower fields - a so called \emph{low field Q slope or LFQS} - has been a long-standing unexplained effect. By extending the high measurement techniques to ultralow fields we discover two previously unknown features of the effect: i) saturation at rf fields lower than ~MV/m; ii) strong degradation enhancement by growing thicker niobium pentoxide. Our findings suggest that the LFQS may be caused by the two level systems in the natural niobium oxide on the inner cavity surface, thereby identifying a new source of residual resistance and providing guidance for potential non-accelerator low field applications of SRF cavities.
| Cavity | Treatment | (nOhm) | (nOhm) | TLS fit | ||
|---|---|---|---|---|---|---|
| MV/m | MV/m | (MV/m) | ||||
| AES012 | Bulk EP | 2.7 | 9.0 | 6.3 | 0.19 | 0.38 |
| AES012 | + 100 nm oxide by anodizing | 5.0 | 17.0 | 12.0 | 0.02 | 0.25 |
| AES012 | + EP 5 m | 3.0 | 7.0 | 4.0 | 0.19 | 0.38 |
| AES014 | Bulk EP + 120∘C 48 hrs | 2.6 | 8.6 | 6.0 | 0.14 | 0.41 |
| AES015 | N infusion 800/120∘C 48 hrs | 2.0 | 5.2 | 3.2 | 0.21 | 0.33 |
| AES015 | N infusion 800/160∘C 48 hrs | 1.8 | 4.4 | 2.6 | 0.18 | 0.29 |
| RDTTD004111Large grain cavity, grain size of cm | N doping + condensed 10-4 Torr of N2 | 1.5 | 6.6 | 5.1 | 0.09 | 0.28 |
| AES011 | 800∘C 2 hrs +120∘C 48 hrs | 1.4 | 5.5 | 4.1 | 0.17 | 0.35 |
| AES011 | N infusion 800/160∘C 96 hrs | 2.3 | 5.2 | 2.9 | 0.11 | 0.26 |
| AES016111Large grain cavity, grain size of cm | 800∘C 2 hrs +120∘C 48 hrs | 1.7 | 5.6 | 3.9 | 0.10 | 0.28 |
| PAV008222This cavity had a higher than typical residual resistance at all fields, likely due to a manufacturing defect/inclusion | 800∘C 3 hrs +120∘C 48 hrs | 9.8 | 17.0 | 7.2 | 0.12 | 0.37 |
| PAV010 | N infusion 800/120∘C 48 hrs | 2.1 | 6.7 | 4.6 | 0.26 | 0.35 |
| PAV010 | N infusion 800/200∘C 48 hrs | 6.6 | 10.8 | 4.2 | 0.20 | 0.42 |
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
††thanks: This work was supported by the US Department of Energy, Offices of High Energy and Nuclear Physics.
Understanding Quality Factor Degradation in Superconducting Niobium Cavities at Low Microwave Field Amplitudes
A. Romanenko
Fermi National Accelerator Laboratory, Batavia, IL 60510, USA
D. I. Schuster
The James Franck Institute and Department of Physics, University of Chicago, Chicago, Illinois 60637, USA
Abstract
In niobium superconducting radio frequency (SRF) cavities for particle acceleration a decrease of the quality factor at lower fields - a so called low field Q slope or LFQS - has been a long-standing unexplained effect. By extending the high measurement techniques to ultralow fields we discover two previously unknown features of the effect: i) saturation at rf fields lower than MV/m; ii) strong degradation enhancement by growing thicker niobium pentoxide. Our findings suggest that the LFQS may be caused by the two level systems in the natural niobium oxide on the inner cavity surface, thereby identifying a new source of residual resistance and providing guidance for potential non-accelerator low field applications of SRF cavities.
Modern and planned state-of-the-art particle accelerators employ hundreds or thousands of three-dimensional superconducting radio frequency (SRF) niobium cavities Padamsee (2014, 2001) for particle acceleration. In operation, a beam of charged particles (e.g. electrons, positrons, protons, heavy ions) is accelerated by the electric field along the axis of the cavity. The phase of the field is such that particles always see an accelerating field along their trajectories. Maintaining the large electromagnetic fields inside cavities leads to dissipation, and - compared to normal conducting technology - SRF cavities provide an extremely low power consumption thereby permitting continuous wave (CW) operation as well as enabling superior beam quality.
Physics and technology of SRF cavities has progressed rapidly over the years Padamsee (2009), currently allowing unprecedented intrinsic quality factors to be attained up to very high rf fields of 20 MV/m Romanenko et al. (2014a). These advances were achieved by novel surface preparation techniques such as nitrogen doping Grassellino et al. (2013), and special cooldown procedures to eliminate the residual resistance contribution from trapped DC magnetic flux Romanenko et al. (2014b). These recent findings have translated into significant increases (factor of 2-3) in the efficiency of CW particle accelerators (e.g. LCLS-II at SLAC) operated at medium rf accelerating fields up to about 20 MV/m.
One of the remaining unexplained phenomena in gigahertz range SRF cavities is a strong decrease of quality factor () at low rf fields MV/m - the so called “low field Q-slope” (LFQS). Reported experimental investigations Ciovati (2004); Visentin (2006); Padamsee (2014) showed a continuous decrease of down to MV/m, the lowest field explored. Most recent studies Romanenko and Grassellino (2013) indicate that the increase in average surface resistance (decrease in ) in LFQS does not come from the thermally excited quasiparticle contribution described by Mattis and Bardeen Mattis and Bardeen (1958), but is a part of the residual surface resistance contribution. The residual resistance currently sets the limit to the maximum possible SRF cavity quality factors Gurevich (2017), and plays the dominant role for sub-gigahertz range SRF-based accelerators. Understanding the physics of all the mechanisms behind residual resistance is among the major remaining challenges for further SRF progress.
In addition to the physics of residual resistance, understanding of the LFQS has recently acquired strong practical cross-discipline interest as a range of potential non-accelerating applications of high SRF cavities emerged in particle physics Jaeckel and Ringwald (2008), quantum computing Paik et al. (2011, 2016); Reagor et al. (2016), astrophysics Zmuidzinas (2012), superconducting parametric conversion Reece et al. (1986), and gravitational wave detection Caves (1979); Pegoraro et al. (1978), for which operation in the limit of very low rf fields (down to single photon) and/or temperatures ( 25 mK) is of interest. The primary interest is due to the high potential of SRF cavities with , as compared to maximum reported quality factors of other 3D-resonators in this regime of Reagor et al. (2016). The obvious need is then to understand how far down will the of SRF cavities drop at ultra low fields due to the LFQS, which requires direct experimental probing. Understanding of the physics of the LFQS will then be of crucial importance for any further surface optimization.
There have been two models of the LFQS discussed in the literature: the first model Halbritter (1980) postulated the existence of niobium suboxide clusters within the penetration depth, while the second one Palmieri (2005) suggested that the niobium penetration depth can be treated as a two-layer superconductor with the topmost superconductor having the rf field-dependent penetration depth.
In this Letter we report the first measurements in the extended accelerating rf field range down to MV/m, which indicate that LFQS may be a form of dielectric loss, rather than conductance loss as hypothesized previously. We studied a large set of bulk niobium 1.3 GHz SRF cavities of elliptical shape and different surface treatments, which reveal the saturation in the decrease of the factor (low field slope) below MV/m. Growing a thicker oxide on the rf surface of the cavity leads to a strongly enhanced low field dissipation, identifying oxide as a primary contributor to the effect. Combined, these two findings suggest that the low field slope in bulk niobium SRF cavities, which eluded solid explanation for more than two decades, may be similar in nature to that found in planar resonators Martinis et al. (2005); Gao et al. (2008); Kaiser et al. (2010); Muller et al. (2017), i.e. caused by the two-level systems (TLS) present in the native niobium oxide Nb2O5 covering the inner resonator surface. Our experimental data is also not compatible with the previously proposed LFQS models. Furthermore, the residual resistance at higher rf fields is also changed by anodizing, highlighting the oxide contribution at all fields.
The main challenge of measuring the ultra-high factor bulk SRF resonators at very low rf fields is the limited applicability of the standard continuous wave (CW) techniques Melnychuk et al. (2014) used for measuring at higher rf fields. In particular, power measurements are typically not bandpass filtered and are therefore limited by various sources of the rf noise present in the broad frequency range, and vector network analyzers do not have sufficient frequency stability to measure quality factors beyond . We instead use single decay measurements Reschke and Roth (1993) of the transmitted power with the additional narrow 10-10000 Hz bandpass filtering around the resonance to obtain . Initially, the phase-locked loop keeps the cavity at resonance while the transmitted power is measured and a portion of it is directed through spectrum analyzer. Zero span measurements at the resonance frequency with a resolution bandwidth (RBW) of 10-10000 Hz are then performed by turning the RF field source off and capturing the time decay of . A feature of this technique is that it is insensitive to cavity frequency drift so long as the drift is less than the resolution bandwidth. At each moment in time , the decay is described by the exponential:
[TABLE]
where is the instantaneous decay time constant, providing the direct measurement of the loaded quality factor . Using the input () and pickup probe () external quality factors obtained from CW calibration the unloaded quality factor can then be calculated:
[TABLE]
Next, average surface resistance where is the geometry factor obtained from electromagnetic field simulations can be obtained as a function of . This methodology allows extending the lower boundary of rf fields at which can be measured down to below MV/m=10 V/m, or about photons on average. To obtain the intra-cavity photon number , we use simulations such as those shown in Fig. 5 to calculate the stored energy, , at a given accelerating field. The measurement error is estimated to be lower than 10 Melnychuk et al. (2014).
Typical data recorded using Rohde Schwarz FSL-3N spectrum analyzer is shown in Fig. 1 for the same cavity before (red curve) and after (black curve) the growth of 100 nm of additional surface oxide by anodizing, illustrating how instantaneous can be extracted, and how the differences in the dependence of and therefore can be clearly observed. In this example, input and transmitted power couplings are similar for both curves, thus a faster decay with the much stronger time (rf field) dependence after anodizing (black curve) indicates additional strongly field dependent losses in the low field range. The curves have different noise floors due to the different resolution bandwidths and attenuations.
Using both CW and single shot methods to extend the accessible field range we have measured dependencies for various 1.3 GHz fine grain (50 m) and large (5 cm) grain elliptical niobium cavities prepared by different surface treatments, including electropolishing (EP), EP+120∘C baking for 48 hours, nitrogen doping Grassellino et al. (2013), and nitrogen infusion Grassellino et al. (2017). Fast cooldowns with minimal ambient field to avoid flux trapping Romanenko et al. (2014a) were used in all cases. Measurements were performed around K where the contribution from thermally excited quasiparticles (typically referred to as ‘BCS’) is small ( 1 nOhm for 1.3 GHz), and we therefore refer to the measured value as ‘residual’. In most cases, K measurements were also performed.
The main finding of our work is shown in Fig. 2: the low field slope continues down to 0.1 MV/m, and does not degrade further even at fields 1000x smaller. It is striking that this key finding was just slightly below the lowest fields 0.2 MV/m explored in previous studies of the low field -slope Ciovati (2004). All of the other cavities out of our large set prepared with different surface treatments (see Table 1) exhibited very similar saturation behavior at low fields. The drop in at higher fields of 3 MV/m is due to so-called medium and high field slopes Romanenko and Grassellino (2013); Padamsee (2014); non-equilibrium quasiparticle energy distribution driven by the rf field is another possible contributor de Visser et al. (2014).
Interestingly, in 2D superconducting resonators, an increased low field dissipation has been known and studied for some time. Martinis et. al. proposed two-level systems (TLS) as the main cause of the increased low rf field losses in planar superconducting resonators Martinis et al. (2005). Characteristic features of TLS have been well confirmed by subsequent experimental investigations Gao (2008), and even individual TLS and interaction between them as a potential cause of the noise has been studied in detail lately Burnett et al. (2014); Lisenfeld et al. (2015). Two established signatures of the TLS-caused dissipation, which are directly relevant to our work are: 1) saturation of losses below a certain threshold; 2) dependence on the amount of the amorphous material exposed to the electric fields. The microscopic nature of TLS is believed to be due to individual atoms tunneling between two local energy minima within the amorphous part of the resonator, e.g. dielectric oxide between the electrodes in Josephson junctions, or a native oxide layer on the surface of superconductor. Some concrete microstructural candidates for TLS have also been described Gordon et al. (2014) and identified experimentally de Graaf et al. (2017); Quintana et al. (2017).
In the case of SRF cavities, amorphous niobium pentoxide layer of 3-5 nm is present on the inner cavity surface after all of the modern surface preparation techniques Antoine (2012). To probe if oxide is the origin of the increased low field dissipation, we selected one of the electropolished cavities with measured and grew a much thicker oxide of 100 nm by anodizing its inner surface using DC voltage of 48 V in the ammonia solution. This was followed by full measurements. We then removed thick oxide by electropolishing, and allowed the standard regrowth of the natural thin oxide layer. Residual (lower ) surface resistance for each of the three cases is shown in Fig. 3. Over the field range of 5-20 MV/m we observe an increase in the residual resistance of 2 nOhm. Earlier studies Palmer (1987) identified oxide as a contributor to the residual resistance at 5 MV/m and our results now show that the contribution remains about the same at higher fields.
Strikingly, the low rf field measurements reveal a much larger surface resistance increase. In Fig. 4 the residual surface resistance difference from its value at 5 MV/m is shown, and as much as 12 nOhm are added at MV/m after anodizing. The comparison between different treatments is also shown in Table 1. Importantly, the surface resistance increase is fully reversed at all fields after the oxide is removed by EP. This experiment thus localizes the additional low field losses to niobium oxide, which is the second key finding of our work.
We have also performed an additional experiment to probe if condensed gases on the surface of resonator may also affect the low field losses - the cooldown in the presence of Torr of nitrogen inside the cavity - but found no observable change.
Summary of all the measured average residual surface resistances at 5 MV/m and in saturation below 0.001 MV/m and a relative increase are shown in Table 1. We note that previously discussed models for LFQS Palmieri (2005); Halbritter (1980) considered particular features within the magnetic penetration depth rather than the surface oxide. From Table 1 it follows that the structure of the penetration depth of niobium can be substantially modified (the treatments generate a variety of MFPs and defects), yet low field behavior is not significantly altered unless the dielectric surface oxide thickness is changed.
Saturation behavior and the role of oxide suggest that TLS may be a likely origin of the LFQS. According to the prevalent theory Schickfus and Hunklinger (1977), TLS-induced losses emerge from the dipole moments of ‘loose’ atoms coupling to the electric field at the surface of resonators, and can be detected as an increased dielectric loss tangent .
For resonators with TLS the dependence on at low fields is considered Martinis et al. (2005); Wang et al. (2009); Muller et al. (2017) to be of the form
[TABLE]
where is a characteristic electrical field for saturation, is the non-TLS contribution of quasiparticles, is a fit parameter, and is the filling factor Gao et al. (2008); Wang et al. (2009); Wenner et al. (2011); Reagor et al. (2016), defined as
[TABLE]
At K the temperature dependence of is likely residing in the plateau region Enss and Hunklinger (2005), thus we do not separate a factor in Eq. 3, which is usually done for K studies.
For TM010 mode the distribution of the electric field over the cavity surface is not uniform, as obtained by COMSOL and CST Microwave Studio simulations shown in Fig. 5. For a 5 nm thick Nb2O5 layer with we obtain , whereas for 100 nm after anodizing . The weighted contribution of TLS can be calculated as in Wang et al. (2009) and then used for fitting the observed dependencies to Eq. 3. Following this procedure, very good fits could be obtained, as shown in FIG. 2 and FIG. 4. The best fit values of and are listed in Table 1. The values range between 0.25 and 0.42 with no clear trend between different surface treatments. The lowest value is obtained after anodizing, which may hint at a broader ensemble of TLS defects present in this case. Assuming that in saturation, is dominated by TLS losses, we can obtain an estimate for , which gives , which is close to what was measured in Kaiser et al. (2010). We emphasize here that this value of is likely corresponding to most of the TLS being thermally saturated.
It is interesting to note that the less pronounced LFQS in cavities at lower frequencies ( GHz) is also consistent with our TLS hypothesis, as for the frequency dependence of makes the additional dissipation proportionally smaller. This has also been already shown experimentally in lumped-element resonators Skacel et al. (2015); Muller et al. (2017).
In summary, we observe the saturation of the low field slope in bulk superconducting niobium cavities for particle accelerators at MV/m, strongly increased low field dissipation for thicker surface oxide grown by anodization, and limited effect of treatments modifying the penetration depth but not the surface oxide. The high quality factor down to photons provides promising outlook for using SRF cavities in the low-field applications. Our findings suggest that a likely cause of the LFQS may be - similarly to planar resonators - two-level systems in the natural niobium oxide, which may guide its mitigation.
Acknowledgements.
The authors would like to acknowledge technical support during measurements from O. Melnychuk and D. A. Sergatskov, and anodizing and electropolishing of some of the used cavities by A. Crawford. Fermilab is operated by Fermi Research Alliance, LLC under Contract No. DE-AC02-07CH11359 with the United States Department of Energy.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1Padamsee (2014) H. S. Padamsee, Annual Review of Nuclear and Particle Science 64 , 175 (2014) . · doi ↗
- 2Padamsee (2001) H. Padamsee, Supercond. Sci. Tech. 14 , R 28 (2001) .
- 3Padamsee (2009) H. Padamsee, RF Superconductivity: Volume II: Science, Technology and Applications (Wiley-VCH Verlag Gmb H and Co., K Ga A, Weinheim, 2009).
- 4Romanenko et al. (2014 a) A. Romanenko, A. Grassellino, A. C. Crawford, D. A. Sergatskov, and O. Melnychuk, Appl. Phys. Lett. 105 , 234103 (2014 a) .
- 5Grassellino et al. (2013) A. Grassellino, A. Romanenko, D. Sergatskov, O. Melnychuk, Y. Trenikhina, A. Crawford, A. Rowe, M. Wong, T. Khabiboulline, and F. Barkov, Supercond. Sci. Tech. 26 , 102001 (2013) .
- 6Romanenko et al. (2014 b) A. Romanenko, A. Grassellino, O. Melnychuk, and D. A. Sergatskov, J. Appl. Phys. 115 , 184903 (2014 b) . · doi ↗
- 7Ciovati (2004) G. Ciovati, J. Appl. Phys. 96 , 1591 (2004) .
- 8Visentin (2006) B. Visentin, ICFA Beam Dynamics Newsletter 39 , 94 (2006).
