Summary. Generator bearings fail for the familiar mechanical reasons, lubrication, contamination, misalignment and fit, and for one reason that most other drivetrain bearings face only secondhand: electrical current passing through the rolling contact. The power converter that makes variable speed operation possible also imposes a common mode voltage on the machine, and when the shaft finds no better route to ground the bearing becomes the path, with the oil film breaking down into discharges that pit, frost and eventually flute the raceway (Guo et al., 2026; Malloy Wind, 2021). The same current can travel beyond the generator into the gearbox high-speed shaft (Zweiffel et al., 2024). The responses Malloy Wind stocks, from SKF Explorer to InsoCoat to hybrid ceramic bearings paired with shaft grounding, address that path at different points and with different limits.
Generator Architectures and Where the Bearings Sit
The generator a turbine uses decides both the speed of its bearings and the electrical environment they operate in. Polinder et al. (2005) described the three classical conversion systems as the constant speed turbine with a grid-connected squirrel cage induction generator, the variable speed turbine with a doubly-fed induction generator (DFIG), and the variable speed turbine with a direct-drive synchronous generator. In the DFIG arrangement that dominates the geared fleet, a gearbox raises rotor speed to the generator's operating range, which depends on pole count, grid frequency, gearbox ratio and slip; a four-pole machine has a synchronous speed of 1,500 rpm at 50 Hz and 1,800 rpm at 60 Hz, and the 2.75 MW DFIG test drivetrain described below was rated at 1,100 rpm (Zweiffel et al., 2024). In Polinder et al.'s description the stator connects directly to the grid and the rotor connects to a converter rated at roughly 35 percent of turbine power; the direct-drive machine, by contrast, turns at about 10 to 25 rpm and passes all of its power through a full converter. The same authors observed that brushed synchronous generators and DFIGs carry brushes that need regular inspection and replacement, a maintenance burden permanent magnet and squirrel cage machines avoid.
For bearings, these architectures matter in two ways. The geared DFIG places relatively small, high-speed rolling bearings at the drive end and non-drive end of the generator, the same positions in which Malloy Wind's stocked generator bearings are used across ABB, Hitachi, Winergy, VEM, Indar, Elin and Leroy Somer machines (Malloy Wind, 2026). Every variable speed architecture also introduces power electronics into the circuit, and Polinder et al. (2005) noted that converters produce harmonics that may need filtering. The bearing literature reviewed below treats that same converter as the source of the voltage that damages generator bearings, which is why the trend toward variable speed that Polinder et al. documented carries a bearing consequence alongside its gains in energy yield and power quality.
What the Failure Record Shows
The generator bearing appears in the reliability literature as a frequent and largely mechanical failure. Fischer et al. (2012), applying reliability-centred maintenance to the Vestas V44-600 kW and V90-2 MW, recorded cracks or flaking in the generator bearing as the failure mode, with misalignment, lubrication and electrical current among its causes, and they characterized the failure as one with an increasing failure rate over time. Their preventive measures were strict compliance with a scheme that lubricates the generator bearings every six months, or the installation of an automatic lubrication system, and they reported that extending generator bearing maintenance to include a change of lubricant had reduced the frequency of these failures in Vestas turbines. The same study placed the stakes in context, finding across more than 750 Swedish turbines from 1989 to 2005 that about 75 percent of annual downtime came from only 15 percent of failures, and estimating operation and maintenance at roughly 20 to 30 percent of onshore life-cycle cost.
Arias Velásquez (2024), studying sudden faults in wind turbine generator bearings, cited as background a general breakdown of bearing failure causes, 55 percent from lubricant problems, 20 percent from solid contamination and 9 percent from incorrect application, figures drawn from earlier bearing literature and not from a wind generator fleet, and reported a machine learning approach that detected sudden failures five days before vibration analysis did. Paşaoğlu et al. (2026) asked three domain experts to score 20 drivetrain failure modes across gears, bearings, interfaces and lubrication systems, and found lubricant particle contamination ranked first under every decision method they applied, a risk priority ranking and not a measured failure distribution. These sources rest on different populations and methods, so they should not be combined into a single estimate of how often generator bearings fail by each cause; together they reinforce the importance of lubrication and contamination control, and they suggest that electrical damage, while a distinct mechanism, often expresses itself through the lubricant as much as through the steel.
The generator is also where Malloy Electric's wind work began. Founded in 1945 as an electric motor repair company, Malloy was approached in the late 1990s by a wind farm operator facing premature generator failures, whose staff recognized the generator as close kin to the industrial motors Malloy already repaired, and the solutions developed for those failure modes markedly improved generator reliability on that site (Carter, 2022). Mittleider, then with Malloy, described the method that job established and that Malloy followed at the time of the 2022 profile: collect the failure history and the work the operator has already done, obtain at least one failed sample, and inspect it closely enough to find what lies below the reported failure mode before specifying upgraded geometry, materials, heat treatment or coatings (Carter, 2022).
How Converter Current Reaches the Bearing
The electrical mechanism begins in the shaft. Malloy Wind (2021) described stray currents, both ohmic and capacitive, building in the generator shaft through electrostatic charging, magnetic flux asymmetry and parasitic capacitive coupling between stator and rotor, with pulse width modulated drives and converters carrying a nonzero common mode voltage acting as the principal driver. When the shaft is not grounded correctly, its only path to ground runs through the bearings, and once the voltage across the lubricant film rises high enough the film breaks down and arcs (Malloy Wind, 2021). Guo et al. (2026), reviewing electrical erosion in generator bearings, traced the same chain through common mode voltage, the rate of voltage change at each switching event, parasitic capacitive coupling and the available grounding paths, and distinguished several current types with different formation paths: discharge currents tied to transient breakdown of the oil film, and high-frequency circulating currents and rotor grounding currents that depend more strongly on system parasitic parameters, grounding paths and machine structure.
The distinction between current types has a practical consequence. Circulating bearing current arises through inductive coupling, as the common mode current generates a circumferential flux that drives a loop current through the shaft and both bearings, so it does not need a voltage to accumulate on the shaft in the way a discharge current does (Guo et al., 2026). Malloy Wind (2021) made the same point from the field side, noting that grounding provides a path for capacitive energy but may not prevent circulating current damage, depending on bearing position. Guo et al. (2026) cited measurements on a 5.5 MW permanent magnet synchronous generator in which common mode current and bearing voltage showed similar harmonic distributions, with loop impedance and the rise time of the switching devices shaping their high-frequency behavior, which supports the reading that the converter and the grounding system belong in a bearing investigation alongside the bearing itself.
The doubly-fed generator sits at the unfavorable end of this problem. The application guide on bearing currents prepared by Gemeinder and Weicker (2021) for an industrial consortium at the Technische Universität Darmstadt classified the harmful inverter-caused currents as discharge (EDM), high-frequency circulating and rotor-to-ground bearing currents, and gave the bearing voltage ratio, the share of the terminal common mode voltage that appears across the bearing, as roughly 0.05 to 0.1 for stator-fed machines against roughly 0.8 to 0.9 for inverter rotor-fed slip-ring induction machines, mainly doubly-fed generators. The same guide noted that circulating currents occur mainly in larger machines, since a small machine's flux loop is too small to induce a shaft voltage able to break through the film, and that the source must be sought in the whole drive system: cables, converter and pulse pattern, machine type and size, and the bearings in the machine, the gearbox and the encoder. Mailula and Saha (2025), reviewing shaft voltages in large turbogenerators, grouped the sources into electrostatic discharge, magnetic asymmetry, shaft magnetization and excitation-induced voltage, often acting together, and observed that grounding brushes, insulated bearings and optimized switching patterns, well studied for motors, remain under-researched in generators.
Damage Forms and the Problem of Thresholds
Three damage forms recur across the literature. Malloy Wind (2021) named pitting, frosting and fluting, and observed that the damage typically announces itself through vibration monitoring alarms before it ends in replacement. Guo et al. (2026) described the progression from oil film breakdown to pulsed current, local melting and micro-pits, and from accumulated micro-pits to frosted bands and the regularly spaced ridges of fluting; citing laboratory work, they reported that pitting appeared under DC and low-frequency excitation, fluting near a tested resonant frequency of 1 kHz and frosting under high-frequency excitation, with the authors of that work suggesting that frequency alters the charge and discharge cycle of the bearing capacitance. The same review added that high-altitude sites introduce further variables, not a separate mechanism, since low air pressure changes discharge inception in gas-phase defects within the film, and low temperature and thermal cycling change viscosity, film thickness and replenishment.
The search for a safe current level has not produced one. Sanchez et al. (2024), reviewing prior work for a Timken test program, noted that one group found evidence of arc melting at an applied current density as low as 0.01 A/mm² and severe fluting at or above 0.4 A/mm², that another group proposed densities below 0.4 A/mm² as safe, and that a third identified damage at densities as low as 0.1 A/mm²; they concluded that a single current density threshold applying to every lubricated contact seems unlikely. Their own tests on tapered roller bearings found that higher currents increased surface damage, that black oxide surface treatment did not prevent the damage associated with an applied current of 2 A, and that the occurrence of micropitting, white etching cracking and white layer formation depended on the oil used as well as on the current. Gemeinder and Weicker (2021) offered working bands instead of a single limit, treating a peak apparent bearing current density above 1 A/mm² as likely to destroy the bearing soon, 0.1 to 1 A/mm² as possibly destructive and below 0.1 A/mm² as probably harmless, and citing a discharge energy above about 4 nJ, repeated at switching frequency, as potentially destructive for the bearing sizes studied, with larger bearings tolerating more and higher switching frequencies tolerating less. Those bands sit uneasily beside the laboratory evidence of arc damage at lower densities, which suggests reading them as screening guidance for a measurement campaign more than as proof of safety. For an operator, the absence of a universal threshold means a measurable shaft voltage on a converter-fed machine warrants assessment of the waveform, the current path, discharge activity, the grounding condition and the bearing's operating environment; voltage magnitude alone does not establish whether damaging current is passing through the rolling contacts.
The same guide adds a caution that runs in the other direction: not every fluted or cratered raceway was made by current. Gemeinder and Weicker (2021) placed lubricant contamination, mechanical under- and overloading and thermal damage among the causes to exclude before blaming bearing currents, noted that two failure causes can act at once, and showed a fluting pattern on a hybrid bearing, which cannot carry current through its ceramic rolling elements, produced instead by mechanical vibration at standstill. A fluted raceway is therefore a reason to investigate. Establishing the cause takes examination of the damaged bearing, its lubrication and operating history and appropriate electrical measurements, and a measurement taken today shows whether current is flowing now, not necessarily what caused damage in the past.
The Mitigation Ladder
Malloy Wind's (2021) review of the options sets out their trade-offs plainly. Traditional spring-loaded carbon brushes control capacitive current predictably but wear, shed dust that contaminates the machine and carry a reputation for maintenance problems. A bearing protection ring such as AEGIS channels current from the shaft through many conductive microfibers, which Malloy Wind presents as low friction and lower maintenance than brushes. Conductive grease allows current to pass without building voltage, at the cost of shorter life and increased wear. Insulated bearings with an aluminum oxide coating, applied to the inner ring on large bores and to the outer ring on small bores, block current but can chip with improper installation, lose effectiveness with condensation and do nothing to stop energy accumulating in the shaft. Hybrid ceramic bearings with silicon nitride balls block circulating current and, in Malloy Wind's description, run cooler and need less lubrication than steel bearings. Guo et al. (2026) organized the same field into source suppression, current path interruption, shaft grounding, lubrication and sealing, and condition monitoring, and identified the reliability of mitigation measures as a question the research has yet to settle.
Malloy Wind's stocked generator bearings follow a three-step ladder (Malloy Wind, 2026). The SKF Explorer ball bearing is the baseline, and Malloy Wind attributes its lower friction, cooler running and longer lubricant life to cleaner steel, a special heat treatment and refined internal geometry. SKF InsoCoat builds on Explorer with a coating rated by the manufacturer for 1,000 V protection and 50 MΩ resistance, and Malloy Wind positions it as an economical guard against shaft current in generators of 1.5 MW and larger; the page describes it as eliminating electrical fluting, a claim best read as the manufacturer's position given the coating limits noted above, with condensation and installation damage the practical limits in service. The voltage and resistance ratings should be checked against the SKF specification for the specific InsoCoat variant, since they are not universal across the range. The ladder is a product selection framework more than a universal engineering ranking: the right choice depends on the bearing designation, machine configuration, grounding design, the current types present and installation conditions. The SKF/MRC hybrid ceramic bearing, recommended for 1.5 MW and larger, pairs steel rings with silicon nitride balls that the manufacturer describes as insulating, about 60 percent less dense than steel and with roughly 70 percent lower thermal expansion, and Malloy Wind adds that the harder, stiffer ceramic lowers the risk of false brinelling from vibration while the turbine is stopped.
Independent sources support the logic of that ladder while sharpening its limits. The remedial action comparison in Gemeinder and Weicker (2021) rated hybrid and ceramic bearings effective against all three harmful current types, rated microfiber rings and conductive sealing disks effective while noting that they do not protect bearings in the driven load, judged a grounding brush to protect only one bearing, and rated conductive grease effective against discharge currents depending on its materials but poor against circulating and rotor-to-ground currents. Kobayashi (2013), describing JTEKT's generator bearing work, reported silicon nitride balls of about 50 mm in hybrid bearings for 2 MW wind turbine generators, and listed long-term stable insulation, simple installation and longer grease life from a lower temperature rise as their advantages over coated rings or insulated housings. Both are manufacturer or industry consortium sources, so they confirm the design reasoning more than they measure field outcomes.
Not every source rates the insulating options so cleanly. Joshi (2019), in a doctoral study of the electrical behavior of bearings carried out within the Swedish Wind Power Technology Centre with support from ABB and SKF, reported that a bearing voltage of only tens of volts can impose an electric field of 30 to 40 V/µm across the lubricant film, depending on film thickness, and characterized the running bearing as a resistor and capacitor in parallel that discharges when the film partially breaks down. The same work observed that insulating coatings and ceramic rolling elements present a high resistance to DC voltage but act capacitively, letting current pass when high-frequency circulating currents flow, and that grounding and filtering reduce but do not fully eliminate bearing current damage. That capacitive path needs to be read carefully. A hybrid ceramic bearing interrupts the direct conductive path through the rolling elements, which gives substantial protection against the damaging bearing current mechanisms, and like any insulated component it retains a parasitic capacitance that can carry high-frequency displacement current; the two paths are not electrically or mechanically equivalent. Read beside the TU Darmstadt rating, the point is that the protection depends in part on the frequency content of the current in a given machine, one more reason to measure before choosing.
| Option | What it addresses | Stated limits | Source |
|---|---|---|---|
| Carbon brush grounding | Capacitive shaft current | Brush wear; dust contamination; maintenance | Malloy Wind (2021) |
| Microfiber grounding ring (AEGIS) | Capacitive shaft current | Does not by itself stop circulating current | Malloy Wind (2021) |
| Conductive grease | Voltage buildup across the film | Shorter life; increased wear | Malloy Wind (2021) |
| Insulated coated bearing (SKF InsoCoat) | Current through the bearing | Coating can chip; condensation reduces effect; shaft energy remains | Malloy Wind (2021, 2026) |
| Hybrid ceramic bearing (SKF/MRC) | Current through the bearing, including circulating current | Manufacturer figures; pairing with grounding recommended | Malloy Wind (2021, 2026) |
The recommendation that follows from both Malloy Wind sources is a combination: a grounding ring to give capacitive energy a controlled path, together with an insulated or hybrid ceramic bearing in one or both positions to interrupt circulating current (Malloy Wind, 2021). That pairing mirrors the distinction between current types drawn by Guo et al. (2026), and it suggests that the choice of position, drive end, non-drive end or both, should follow the current type a given machine produces.
Beyond the Generator: Current in the Gearbox High-Speed Shaft
Electrical current does not stop at the generator coupling. Zweiffel et al. (2024) investigated common mode currents in a 2.75 MW DFIG drivetrain on an instrumented test bench at RWTH Aachen. They recorded common mode current peaks above 100 A at the converter, with high-frequency oscillations above 20 MHz in current and bearing voltage during discharge events, and because the generator bearings were insulated they treated the high-speed shaft current as equal to that measured common mode current, which indicated the gearbox high-speed shaft as the alternative path. The study did not measure current through individual rolling contacts, and the authors called for further measurement of the current paths inside the gearbox. They noted that high-speed shaft bearings show the highest failure rate in the gearbox, that current bearing design standards such as DIN/ISO 281 rest on fatigue and do not consider damage from electrical current, and that bearing currents may promote white etching areas and white etching cracks. Sanchez et al. (2024) reported the related observation that white etching cracking under applied current was more severe with a fully formulated gear oil than with mineral oil. Gemeinder and Weicker (2021) described the mechanism by which a mitigation can move the problem instead of removing it: when the drive end bearing of a machine is insulated, circulating current can find its path through the bearings of a coupled gear, and an insulated coupling or an insulated gear bearing is then needed to break the loop.
These findings connect the generator to the white etching crack problem discussed in the gearbox guide, and they suggest that an investigation of repeated high-speed shaft failures on a converter-fed turbine should include the grounding and insulation of the generator side, including whether a generator bearing insulated in an earlier repair has redirected current toward the gearbox. The evidence comes from a test bench measurement and a laboratory program, with no field population study yet behind it, so it supports a hypothesis worth testing on a specific turbine more than a general conclusion about the fleet. The gearbox bearings guide sets out the mechanical and metallurgical side of the same failure, and the bearing science guide covers how to tell electrical damage from its look-alikes in a teardown. Industry discussion has carried the same concern further up the drivetrain: in a 2026 interview, Cory Mittleider, then of Malloy Wind, and Loren Walton of NSK described operators moving away from nonconductive DLC roller coatings on main bearings, with stray nacelle current discussed as one factor that may break the coating down, a question taken up in the main shaft bearings guide (Hall, 2026).
Pitch Motor Bearings
The pitch system brings its own electrical motor bearing problem into the hub. Malloy Wind (2017) described the special bearing used in GE pitch motors, the SKF 6206-2RS2/C3S1GHE, in which several features of the designation address the high-temperature operating environment. Its Viton seals are rated to 400°F against roughly 210°F for nitrile, its Krytox GHE grease, a PFPE and PTFE blend, is rated from -33°F to 400°F, and its S1 ring stabilization holds dimensions to 392°F against 250°F for standard heat treatment. Malloy Wind reported that electrical discharge through these bearings burns the grease, and offers the same bearing with ceramic balls, which runs cooler and blocks the current path.
The pitch motor case shows the electrical mechanism at a smaller scale and in a harder place to service. A bearing whose high-temperature grease is consumed by discharge loses its protection whatever the grease rating, which is why the response again interrupts the current path instead of relying on a more heat-tolerant lubricant alone. The pitch system context for these motors, including the blade bearing and backlash, is covered in the blade bearings guide.
Lubrication, Monitoring and Installation Practice
The mechanical evidence and the electrical evidence point to the same daily practice. The six-month relubrication interval, or an automatic lubricator, that Fischer et al. (2012) recorded for the Vestas generators addresses the lubrication causes that Arias Velásquez (2024) and Paşaoğlu et al. (2026) both placed high, and Guo et al. (2026) placed lubrication and sealing first among the mitigation categories for electrical erosion, since film thickness and lubricant condition govern when breakdown occurs. Insulated bearings deserve particular handling care, because Malloy Wind (2021) identified chipping from improper installation and condensation as the ways an aluminum oxide coating loses its insulating value. Vibration monitoring remains the usual first signal of fluting, and Guo et al. (2026) called for operating-condition-dependent warning thresholds that the field does not yet have, which suggests that shaft voltage measurement and grease inspection add useful evidence alongside vibration on any converter-fed machine with a history of bearing replacement.
Before specifying a mitigation, collect
- Shaft voltage and bearing current measurements, with the waveform, not the fluting pattern alone
- The failed bearing itself, for inspection of the raceway and grease
- Grounding condition: brushes, rings and cable bonding
- Converter type and switching frequency
- Which bearings, if any, were insulated or changed in earlier repairs, at the generator and at the gearbox high-speed shaft
In Finality
The evidence assembled here, from generator architecture (Polinder et al., 2005), reliability-centred maintenance (Fischer et al., 2012), failure statistics (Arias Velásquez, 2024; Paşaoğlu et al., 2026), electrical erosion research (Gemeinder & Weicker, 2021; Guo et al., 2026; Joshi, 2019; Mailula & Saha, 2025; Sanchez et al., 2024; Zweiffel et al., 2024) and Malloy Wind's field guidance, supports a reading in two parts. The available sources consistently rank lubrication and contamination high, though none yet gives a measured breakdown for wind generator bearings, so relubrication discipline and correct installation remain the first defense. On converter-fed machines, a second mechanism runs alongside the first, and because no single current threshold separates safe from damaging operation and circulating current can bypass grounding alone, the most defensible response combines a controlled ground path with an insulated or hybrid ceramic bearing, chosen by position, and extends the investigation to the gearbox high-speed shaft when failures there recur. Because a fluted raceway can also have a mechanical cause (Gemeinder & Weicker, 2021), that response is best chosen after measurement and not from the damage pattern alone.
Tech Notes on Generator and Pitch Motor Bearings
- Electrical discharge in generator bearings
- Special bearing used in GE pitch motors
- Forthcoming: Fluting, frosting and pitting compared; Choosing InsoCoat or hybrid ceramic; Shaft grounding ring selection; Current in the gearbox high-speed shaft
Frequently Asked Questions
What causes fluting in wind turbine generator bearings? Fluting is a pattern of regularly spaced ridges on the raceway. Electrical discharge through the lubricant film is a recognized cause, although mechanical vibration can produce similar patterns. Converters impose a common mode voltage that builds on the shaft, and when the shaft has no better ground path the current passes through the bearing, melting micro-pits that accumulate into frosted bands and then flutes (Guo et al., 2026; Malloy Wind, 2021).
Is there a safe level of bearing current? The research has not established one. Prior studies reported arc damage at current densities as low as 0.01 A/mm² and fluting at or above 0.4 A/mm², while another proposed 0.4 A/mm² as a safe limit, and Sanchez et al. (2024) concluded that a single threshold for every lubricated contact seems unlikely.
Is every fluted generator bearing caused by electrical current? No. The TU Darmstadt application guide on bearing currents shows fluting on a hybrid bearing, which cannot carry current, caused by mechanical vibration at standstill, and recommends ruling out contamination, overload and thermal damage before attributing failure to current. Establishing the cause takes examination of the damaged bearing, its lubrication and operating history and appropriate electrical measurements (Gemeinder & Weicker, 2021).
Why are doubly-fed generators especially exposed to bearing currents? In a doubly-fed generator the converter feeds the rotor through slip rings, and Gemeinder and Weicker (2021) gave the share of converter common mode voltage appearing across the bearing as roughly 0.8 to 0.9 for such machines, against roughly 0.05 to 0.1 for stator-fed machines.
Is a shaft grounding ring enough to protect generator bearings? Often not by itself. A grounding ring gives capacitive shaft current a controlled path, but circulating current driven by inductive coupling can still pass through the bearings, so Malloy Wind recommends a grounding ring together with an insulated or hybrid ceramic bearing in one or both positions (Guo et al., 2026; Malloy Wind, 2021).
What is the difference between InsoCoat and hybrid ceramic bearings? InsoCoat bearings carry a plasma-sprayed aluminum oxide coating on one ring, rated by the manufacturer for 1,000 V and 50 MΩ in the variant Malloy Wind lists, which can chip and is affected by condensation. Hybrid ceramic bearings use silicon nitride balls with steel rings, which interrupt the conductive path through the rolling elements and which the manufacturer describes as lighter and cooler running; like any insulated part they keep some high-frequency capacitance (Joshi, 2019; Malloy Wind, 2021, 2026).
Can generator current damage gearbox bearings? Test bench evidence suggests it can. Zweiffel et al. (2024) recorded common mode current peaks above 100 A on a 2.75 MW DFIG drivetrain whose generator bearings were insulated, which pointed to the gearbox high-speed shaft as the current path, though they did not measure current through individual gearbox bearings and called for further measurement. They noted that bearing currents may promote white etching cracks, and Argonne laboratory work has reproduced axial cracking under applied current (U.S. Department of Energy, 2020).
How quickly can Malloy Wind supply a generator bearing? Malloy Wind reports a large stock of generator bearings in Sioux Falls, South Dakota, most of them the upgraded hybrid ceramic type (Malloy Wind, 2026). Operators can call 605.336.3693 or email wind@malloyelectric.com with the generator make and the bearing designation to confirm availability.
Requesting a Generator or Pitch Motor Bearing
Call 605.336.3693, email wind@malloyelectric.com or request a quote with the generator or pitch motor make, the bearing designation and a description of what failed. Photographs of the raceway showing any frosting or fluting, along with recent vibration or shaft voltage readings, allow the team to recommend the right combination of bearing and grounding.
References
Arias Velásquez, R. M. (2024). Bearings faults and limits in wind turbine generators. Results in Engineering, 21, 101891. https://doi.org/10.1016/j.rineng.2024.101891
Carter, K. (2022, March 15). Malloy Electric: Developing solutions for a growing industry. Wind Systems. https://www.windsystemsmag.com/developing-solutions-for-a-growing-industry/
Fischer, K., Besnard, F., & Bertling, L. (2012). Reliability-centered maintenance for wind turbines based on statistical analysis and practical experience. IEEE Transactions on Energy Conversion, 27(1), 184 to 195. https://doi.org/10.1109/TEC.2011.2176129
Gemeinder, Y., & Weicker, M. (2021). Application guide bearing currents (Version 2.3). Institut für Elektrische Energiewandlung, Technische Universität Darmstadt. https://tuprints.ulb.tu-darmstadt.de/id/eprint/19393
Guo, Z., Jin, F., Ma, S., Kang, S., & Li, X. (2026). Electrical erosion in generator bearings of high-altitude wind turbines: Formation conditions, applicability challenges, and research directions. Engineering Letters, 34(10), 4268 to 4288.
Hall, A. (Host). (2026, July 16). Malloy Wind and NSK on main bearing failures [Audio podcast episode with C. Mittleider & L. Walton]. In Uptime Wind Energy Podcast. Weather Guard Lightning Tech. https://weatherguardwind.com/malloy-wind-nsk-bearing/
Joshi, A. (2019). Electrical characterisations of bearings [Doctoral thesis, Chalmers University of Technology]. ISBN 978-91-7597-839-0.
Kobayashi, Y. (2013). New technology of bearings for wind turbine generators and market trends of wind turbine industry. JTEKT Engineering Journal, English Edition, (1010E), 48 to 56.
Mailula, K. O., & Saha, A. K. (2025). A comprehensive review of shaft voltages and bearing currents, measurements and monitoring systems in large turbogenerators. Energies, 18(8), 2067. https://doi.org/10.3390/en18082067
Malloy Wind. (2017). Special bearing used in GE pitch motors. https://www.malloywind.com/articles/ge-pitch-motor-bearing
Malloy Wind. (2021). Electrical discharge in generator bearings. https://www.malloywind.com/articles/gen-bearings-electrical-discharge
Malloy Wind. (2026). WTG gen bearings in stock. https://malloywind.com/generator-bearings/
Paşaoğlu, A., Ashkani, A., Yaghoubi, E., Yaghoubi, E., Ghadami, R., Ghoushchi, S. J., & Mazlan, M. (2026). Uncertainty-aware FMEA-MCDM prioritization of wind turbine drivetrain failure modes. Scientific Reports. Advance online publication. https://doi.org/10.1038/s41598-026-63651-4
Polinder, H., de Haan, S. W. H., Dubois, M. R., & Slootweg, J. G. (2005). Basic operation principles and electrical conversion systems of wind turbines. EPE Journal, 15(4), 43 to 50.
Sanchez, L. J., Hager, C. H., Jr., & Evans, R. D. (2024). Rolling element bearing damage in the presence of applied electric current. Tribology Transactions, 67(3), 602 to 613. https://doi.org/10.1080/10402004.2024.2364724
U.S. Department of Energy. (2020, October 13). Zeroing in on the no. 1 cause of wind turbine gearbox failures. https://www.energy.gov/node/4574340
Zweiffel, M., Jacobs, G., Bach, A., Röder, J., Herzog, F., & De Doncker, R. W. (2024). Experimental characterization of common-mode voltages and currents in gearbox bearings of a doubly-fed induction generator wind turbine on a test bench. Journal of Physics: Conference Series, 2767, 042034. https://doi.org/10.1088/1742-6596/2767/4/042034