Edward Hart

Dr. Edward Hart

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Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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21 February 2022 in Wind Energy Science
Verified
Journal Article
Open access
PDF file
Amir NejadAmir Nejad
Amir Nejad
JKJonathan Keller
Jonathan Keller
YGYi Guo
Yi Guo
Shawn ShengShawn Sheng
Shawn Sheng
HPHenk Polinder
Henk Polinder
JHJan Helsen
Jan Helsen
This paper presents the state-of-the-art technologies and development trends of wind turbine drivetrains – the system that converts kinetic energy of the wind to electrical energy – in different stages of their life cycle: design, manufacturing, installation, operation, lifetime extension, decommissioning and recycling. Offshore development and digitalization are also a focal point in this study. Drivetrain in this context includes the whole power conversion system: main bearing, shafts, gearbox, generator and power converter. The main aim of this article is to review the drivetrain technology development as well as to identify future challenges and research gaps. The main challenges in drivetrain research identified in this paper include drivetrain dynamic responses in large or floating turbines, aerodynamic and farm control effects, use of rare-earth material in generators, improving reliability through prognostics, and use of advances in digitalization. These challenges illustrate the multidisciplinary aspect of wind turbine drivetrains, which emphasizes the need for more interdisciplinary research and collaboration.

15 January 2020 in Wind Energy Science
Verified
Journal Article
Open access
PDF file
EHEdward Hart
Edward Hart
BCBenjamin Clarke
Benjamin Clarke
GNGary Nicholas
Gary Nicholas
Abbas Kazemi AmiriAbbas Kazemi Amiri
Abbas Kazemi Amiri
JSJames Stirling
James Stirling
HLHui Long
Hui Long
This paper presents a review of existing theory and practice relating to main bearings for wind turbines. The main bearing performs the critical role of supporting the turbine rotor, with replacements typically requiring its complete removal. The operational conditions and loading for wind turbine main bearings deviate significantly from those of more conventional power plants and other bearings present in the wind turbine power train, i.e. those in the gearbox and generator. This work seeks to thoroughly document current main-bearing theory in order to allow for appraisal of existing design and analysis practices, while also seeking to form a solid foundation for future research in this area. The most common main-bearing setups are presented along with standards for bearing selection and rating. Typical loads generated by a wind turbine rotor, and subsequently reacted at the main bearing, are discussed. This is followed by the related tribological theories of lubrication, wear and associated failure mechanisms. Finally, existing techniques for bearing modelling, fault diagnosis and prognosis relevant to the main bearing are presented.

30 August 2019 in Wind Energy
Verified
Journal Article
Closed access
PDF file
EHEdward Hart
Edward Hart
ATAlan Turnbull
Alan Turnbull
JFJulian Feuchtwang
Julian Feuchtwang
DMDavid McMillan
David McMillan
EGEvgenia Golysheva
Evgenia Golysheva
RERobin Elliott
Robin Elliott

20 November 2023 in Wind Energy
Verified
Journal Article
Open access
JKJarred Kenworthy
Jarred Kenworthy
EHEdward Hart
Edward Hart
JSJames Stirling
James Stirling
ASAdam Stock
Adam Stock
JKJonathan Keller
Jonathan Keller
RERhys Evans
Rhys Evans
This paper studies the rating lives of wind turbine main bearings, as determined by the IEC 61400‐1 and ISO 281 standards. A critical review of relevant bearing life theory and turbine design requirements is provided, including discussion on possible shortcomings such as the existence (or not) of the bearing fatigue load limit and the validity of assuming linear damage accumulation. A detailed exploratory case study is then undertaken to determine rating lives for two models of main bearing in a 1.5 MW wind turbine. Rating life assessment is carried out under different conditions, including various combinations of main bearing temperature, wind field characteristics, lubricant viscosity, and contamination levels. Rating lives are found to be sufficiently above the desired 20‐year design life for both bearing models under expected operating conditions. For the larger bearing, operational loads are shown to be below or close to the bearing fatigue load limit a vast majority of the time. Key sensitivities for rating life values are temperature and contamination. Overall, the results of this study suggest that an ISO 281 rating life assessment does not account for reported rates of main bearing failures in 1 to 3 MW wind turbines. It is recommended that a similar analysis be undertaken for ISO/TS 16281 rating lives, along with further efforts to identify principal root causes of main bearing failures in future work, possibly leading to a new application standard specific to this component. It is also recommended that the impacts of partial wake impingement on main bearing rating lives are investigated.

8 June 2022 in Wind Energy Science
Verified
Journal Article
Open access
PDF file
EHEdward Hart
Edward Hart
ASAdam Stock
Adam Stock
GEGeorge Elderfield
George Elderfield
RERobin Elliott
Robin Elliott
JBJames Brasseur
James Brasseur
WSWooyong Song
Wooyong Song
This work considers the characteristics and drivers of the loads experienced by wind turbine main bearings. Simplified load response models of two different hub and main-bearing configurations are presented, representative of both inverting direct-drive and four-point-mounted geared drivetrains. The influences of deterministic wind field characteristics, such as wind speed, shear, yaw offset, and veer, on the bearing load patterns are then investigated for similarity scaled 5, 7.5, and 10 MW reference wind turbine models. Main-bearing load response in cases of deterministic gusts and extreme changes in wind direction are also considered for the 5 MW model. Perhaps surprisingly, veer is identified as an important driver of main-bearing load fluctuations. Upscaling results indicate that similar behaviour holds as turbines become larger, but with mean loads and load fluctuation levels increasing at least cubically with the turbine rotor radius. Strong links between turbine control and main-bearing load response are also observed.