TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION

Lead Research Organisation: Loughborough University
Department Name: Aeronautical and Automotive Engineering

Abstract

Driven by the rapid growth in air transport, the world's civil aircraft fleet is almost doubling in size every two decades. Major UK airports are under increasing pressure to add extra new runways. The impact of aircraft noise on the local environment is profound especially in the surrounding areas of an airport. In the worst case noise can be more than just annoying, potentially being a contributory factor towards illnesses such as hypertension. In the latest FlightPath 2050 noise emission targets, set by the Advisory Council for Aviation Research and innovation in Europe (ACARE), the perceived noise emission of flying aircraft is to be reduced by 65% relative to levels of 2000 by 2050. This is a huge ambition and tremendous challenge to the aerospace industry, potentially putting noise research to the forefront. Continuing reductions in permitted take-off noise levels are also making the existing technology and more established plane/engine models obsolete giving the strong economic implications for the proposed work.

Large Eddy Simulation (LES) based numerical prediction of jet noise has become increasingly promising in both research communities and industry. Despite LES prediction being generally more affordable compared to acoustic experiments, it is still time consuming and costly, often requiring significant High Performance Computing (HPC) resources, in order to capture both low- and high-frequency noise spectra. This is known as the scale disparity, and clearly is preventing LES based noise predictive methods from being further applied to more complex and realistic industrial jet configurations. To circumvent this obstacle of scale disparity, the work proposed aims to explore the potential advantages of a novel approach of combining noise spectra (in the spectral space) obtained from LES solutions with different grid resolutions in the physical space. The current work extends the methodology developed in the recently completed and highly successful EPSRC project GR/T06629/01, in which the applicant being the lead researcher, and the ongoing Rolls-Royce/TSB funded SILOET programme jet noise project. Results obtained from this work will be benchmarked against NASA experimental data as well as results from a full length sampling fine-grid single LES solution. The work will also investigate turbulent energy flux directed from smaller eddies to larger ones by a low-pass filtering analysis of the resolved flow field, the evaluation of velocity structure function and turbulent kinetic energy spectra.

Planned Impact

With the project's nature being industrially inspired, the potential benefits and impacts to society are high. Air transport growth is at a fast pace, almost doubling every two decades. This is evidenced by the fact that major UK airports are under the pressure to add extra new runways. It is becoming urgent to take steps to reduce the environmental impact with respect to noise emissions giving strong strategic importance to the current work's context. In the meantime, continual reductions in permitted take-off noise levels make existing technologies and established plane/engine models no longer commercially viable giving strong economic implications of the current work.

We expect the current work will have strong technological impacts in the aerospace industry, especially for Rolls-Royce plc. With Rolls-Royce being a project partner and the applicant being a member of the Rolls-Royce University Technology Centre (UTC), strong engagement with Rolls-Royce plc is expected from the start. This will naturally take place through regular interactions between the project team at the UTC and Rolls-Royce engineers. The methods developed in the proposed work will help ensure that the latest regulatory noise emissions targets can be met, and the potential to manufacture quieter and more efficient engines offers tremendous competitive business advantages. This will have the subsequent impact on creating greater national wealth and securing employment in manufacturing, hence the UK economy.

With regards to people and skills, the project will help produce two highly trained aerodynamicists (CFD experts), who will benefit from regular supervision and technical advice from the investigator as well as their own interactions with Rolls-Royce engineers. This training is valuable to the UK science/technology base, and there is a well-established recruitment route leading such researchers to Rolls-Royce and other key UK aerospace companies. The new efficient computational and mathematical modelling technology will offer the potential for substantially reduced design and wind tunnel/acoustic test costs. The project aims for disseminating the developed computational procedures to Rolls-Royce plc as well as the wider research and development community.

In summary, the proposed work has great environmental importance to the society. It has commercial importance to the UK economy, potentially securing UK jobs in a high technology area and also producing highly trained skills. This is because greater physical understanding, better mathematical models, and novel methods for acoustic prediction will be created. The spectral relay technique based on LES and acoustic analogy devised during the project along with the physical insights on turbulence energy flux should thus all have substantial scientific impacts. The work also has wide potential application beyond jet acoustics since a generic predictive approach will be developed as well as insights into turbulence physics.
 
Description As the result of this research we have successfully explored the novel concept of "Frequency Relay" for predicting far-field noise emitted from high speed turbulent jets. The project was directly aimed to address the scale disparity challenge of modelling jet turbulence and its associated mechanism for noise generation, and our results show that it is possible to achieve up to 90% of High Performance Computing (HPC) time savings by applying the new concept. This means we can predict significantly wider noise spectra (i.e. with both higher and lower Strouhal number) than conventional eddy-resolving approaches using the same amount of HPC resources. This can be practically attractive to aero-engine and aero-frame manufacturers who are steadily edging towards more computer aided predictive methods for future quieter designs.

The test cases were selected from publicly available NASA databases with extensive experimental data. With the use of a newly implemented subgrid-scale stress model and the use of hierarchy grids, we are able to achieve consistent comparison with the measurements across all levels of grid resolution tested. The project was completed recently and its findings are yet to be fully reported in our future publications.
Exploitation Route We have explored potential advantages of a novel concept of "Spectral Relay" for predicting the far-field noise of turbulent high speed jets. The new simulation strategy is directly applicable to most eddy-resolving type methods used by researchers and industry. Indeed, the research efforts from this project would be useful for our project partner Rolls-Royce plc to push further its modelling capability boundary for future jet propulsion designs with lower noise emissions for wider frequency ranges. It is highly likely that the methodology we developed in this project will be adopted in their in-house production use by 2019.

A new key journal article (DOI:10.2514/6.2019-2770) has now been published by the PDRA and investigator as a direct result of this project. Several related publications are also made as indirect outcome.
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Energy,Environment,Transport

 
Description The research findings have provided a potentially step-changing new methodology for predicting jet noise using a multi-resolution, multi-scale and multi-spectra concept. This new overarching concept is intrinsically compatible with the exiting modelling approaches, therefore readily applicable. Application of the new type of methods we advanced in this project is in discussion to be part of Rolls-Royce's strategy to achieve its in-house jet noise prediction goal. As a result, further discussions have been made to potentially apply the new method to smaller but faster jets (e.g. business jets) where high frequency components of the spectrum have even stronger weighting in the perceived noise level measurement. As of 2019, new discussions have been made to explore developing further prediction capability of jet noise reaching Strouhal number around 10 using the methodology developed in this project. This has a strong impact on the design of medium-small size aircraft. As of 2020, the work of this project has inspired a new research student as part of his project to look at even further into the possibility of extending the prediction capability for high Stouhal numbers but with significantly less computing costs. As of 2021, the new research student looking into extending the prediction capability for high Stouhal numbers, inspired this project, with significantly less computing costs has successfully defended his thesis during a viva. Two publications from this work are pending.
First Year Of Impact 2019
Sector Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Energy,Environment,Transport
Impact Types Societal,Economic

 
Description ARCHER Embedded CSE support
Amount £66,374 (GBP)
Funding ID eCSE12-20 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 02/2018 
End 10/2018
 
Description ATI / Rolls-Royce (Propulsion of the Future)
Amount £6,499,981 (GBP)
Organisation Rolls Royce Group Plc 
Sector Private
Country United Kingdom
Start 02/2017 
End 10/2020
 
Description Partnership with Rolls-Royce (EPSRC jet noise project) 
Organisation Rolls Royce Group Plc
Department Noise Department
Country United Kingdom 
Sector Private 
PI Contribution This project is aimed at a key challenge of large-eddy simulation based jet noise prediction methods. The underpinning modelling approach was developed previously with support from a number of EPSRC funded projects, which Rolls-Royce closely monitored with interest and were impressed by its success. The proposed novel concept of Spectral Relay in the current project in theory could significantly amplify the prediction capability of capturing significantly wider frequency ranges of noise spectra with the same computing resources. In this project, we are also investigating the influence of the turbulent energy flux on noise source in the initial regions of the jet shear layer, hence, provide the practical approach with theoretical background and credibility. It is envisaged the spectral relay approach developed in this project is applicable to generic jet noise problems, which are highly relevant to Rolls-Royce. The new methodology itself as the focus of this project is potentially able to be used in their design process in the near future. Via regular meetings, the research team at Loughborough University update our partner with the latest project progress. We share our results and important technical details which are crucial to obtain improved predictions. We also give our opinions and analyses on some of the more practical issues that are encountered in their modelling and design processes.
Collaborator Contribution To assist in the validation of the spectral relay method developed in this project, Rolls-Royce will make available some of the noise and flow measurements being produced in the RR/TSB funded programme, SILOET, in which the Company is already working together with RR UTC at Loughborough University on installed jet LES. Rolls-Royce are currently monitoring a number of jet noise research projects at different research groups/consortia including works on complex installed configurations and hot jet. From their perspective, the current proposal from Loughborough will add a new aspect to our jet noise research portfolio, strengthening Rolls-Royce's support and commitment to the Rolls-Royce UTC at Loughborough. Rolls-Royce bring to the partnership considerable jet noise experience and will work closely with the researchers with regard to understanding and interpreting the QinetiQ NTF data. Rolls-Royce will encourage close interaction between Loughborough and other groups to promote the timely development and most up-to-date prediction and design tools for installed nozzle geometries. Over the next decade significant changes to engine geometry for commercial aircraft applications are anticipated, and studies on developing novel prediction/design methods potentially bringing step changes to the company's capabilities are important. As the project partner, Rolls-Royce actively engage with the project team and monitor the project progress. This includes allocating staff time for regular progress meetings. Staff efforts for arranging measurement data transfer will also be made. These are in addition to the usual routes of interaction such as the annual noise and CFD review meetings and various UTC review meetings.
Impact 1 x RR-UTC technical report, September 2015, pp39-42. (Internal report) 2 x AIAA Aeroacoustics Conference papers, Lyon, France, June, 2016. 1 x ERCOFTAC Conference on Turbulence Measurement and Modelling, Palermo, Italy, September, 2016. 1 x International Congress and Exposition on Noise Control Engineering Conference, Hong Kong, August, 2017. 2 x RR-UTC technical report, September 2017, pp199-202. (Internal report)
Start Year 2015
 
Title FLUXp, HYDRA and OpenFOAM sigma SGS model 
Description Implementation of the sigma subgrid-scale large-eddy simulation model in three CFD solvers. The in-house code FLUXp is mainly used for the project. Rolls-Royce's HYDRA solver is also heavily used in this project, but the implementation of the new sigma model could be readily applied to other applications. Thirdly, once released the implementation in the most widely used open source solver OpenFOAM could potentially have a wide impact in the CFD community. 
Type Of Technology Software 
Year Produced 2015 
Impact The work has resulted in consistent predictions of near field jet dynamics and turbulence statistics from all three different codes. This indicates the fact that the physical model we use in this project is independent of the choice of a numerical solver. A summary of the work has recently been published in the 11th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements. 
 
Description ACAPELA Review Meetings - Quarterly 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Via these meetings the impact of EPSRC Project EP/M01391X/1 are continued. They are hosted quarterly by Rolls-Royce plc and other university partners (monitored by Innovate UK). Loughborough University is a key participant of the ACAPELA. Therefore, it is multi-laterally beneficial to link the review of current EPSRC project with ACAPELA. Other participants include University of Southampton and University of Cambridge. In addition to the ACAPELA agenda, the Loughborough team seek to disseminate with Rolls-Royce engineers and academics from other participating universities the outcome of the EPSRC Project.
Year(s) Of Engagement Activity 2017,2018
 
Description Dr Roland Ewert visit from DLR (German Aerospace Center) - Feb 2017 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Dr Roland Ewert is the Team Leader of Simulation Technology and senior scientist at DLR. His main research interest is aeroacoustics. His visit and lecture at Loughborough University helped to build further opportunities for collaboration.

The visit also included the Loughborough team making presentations to Dr Ewert on the progress of the work and outcome of EPSRC Project EP/M01391X/1.

During this event, an invite was made by Dr Ewert to the LU team to visit to DLR and further disseminate the results from EP/M01391X/1.
Year(s) Of Engagement Activity 2017
 
Description Invited Lecture at NUAA (China) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact This is an invited lecture on the research work of EPSRC project "TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION" at Nanjing University of Aeronautics and Astronautics, China. More than 50 postgraduate and undergraduate students attended together with a number of academics. The lecture sparked questions and discussion afterwards and showcased the UK's leading role in the research frontier of Jet Noise Modelling and Control. Feedback from the inviting university was very positive. Significant dissemination of the work done in EPSRC Project was made.
Year(s) Of Engagement Activity 2015
 
Description Invited Lecture at conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The invited lecture was given during the 1st DJINN CONFERENCE: Industrially Oriented Jet Noise Reduction Technologies online and at VKI Belgium 1-3 December 2021. The title of the lecture was "Towards prediction of high Strouhal number spectra of single-stream jet noise". In many ways, the lecture showed the results from a recent EPSRC project. There were 51-100 conference attendees.
Year(s) Of Engagement Activity 2021
URL https://djinn.online/midterm-workshop/
 
Description Invited Talk - Euromech Colloquium 571 / IUTAM Symposium - Sept 2016 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This is an invited speech at the conference organised as a joint event under the partnership of Euromech and IUTAM. It bears the double designation of a Euromech Colloquium and IUTAM Symposium, and it is supported by the ERCOFTAC SIG 39. Moreover, the meeting is supported by the European project E-CAero2 as a joint EUROMECH-ERCOFTAC event. Participation is invitation-based.

The event is hosted by École polytechnique, and it is held on its campus near Paris. The program extends over three days, September 28-30. Oral presentations will be given in morning and afternoon plenary sessions. During with multiple debates take place on "what next and grand challenge for jet noise modelling".

Significant dissemination of the work done in EPSRC Project EP/M01391X/1 is made.
Year(s) Of Engagement Activity 2016
URL http://www.euromech.org/colloquia/colloquia-2016/571
 
Description Invited seminar lecture at University of Bristol (05/2018) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact This invited seminar lecture was made to PhD students, post-doctoral researchers as well as academic staff members of University of Bristol. The talk served as a good opportunity to showcase the research of Loughborough University on the "New development of jet noise modelling methods". The talk also featured the dissemination of some of the work and progress from EPSRC project: "TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION". Questions were asked and interest increased from the audience.
Year(s) Of Engagement Activity 2018
 
Description Jet Noise LES/DES Face-to-Face Meetings (CFD Berlin, UCAM, LU) - every 6 months 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Face-to-face meetings are held twice a year and form part of the review meetings of the project. These meetings are hosted by Rolls-Royce with rotating venues among participating organisations which have close research links with Rolls-Royce on jet noise prediction and modelling. Participants include Rolls-Royce, CFD Berlin/Technical Univeristy Berlin, University of Cambridge and Loughborough University. Key postgraduate research students from the latter three institutes, who work on related projects, may also attend. Most discussions take place during the status of work session as presentations are made and questions are raised. It is in this session that the project's progress and current status are scrutinised. Further supports required from Rolls-Royce are also discussed. Discussions on future actions on modelling methods and the use of test case including standards for noise data gathering are generally made during the Methods and Test Case Suite session, followed by discussions on future funding opportunities. Each meeting ends with a summary and a list of activities for the following meeting.
Year(s) Of Engagement Activity 2015,2016,2017,2018
 
Description Rolls-Royce Installation Aerodynamics Global Community Hispots Series - Invited Talk (via WebEx) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This invited presentation via Rolls-Royce plc's global network served as a good opportunity to showcase the research of Loughborough University on the "Development on nozzle design and jet/wing interaction studies". The talk also featured the dissemination of some of the work and progress from EPSRC project: "TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION". Questions were asked and interest increased from the audience.
Year(s) Of Engagement Activity 2016
 
Description SILOET II P13 Review Meetings - Quarterly (ended in 2017) 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact These meetings are also part of the review meetings of the project. They are hosted quarterly by Innovate UK and Rolls-Royce with rotating venues among participating organisations of SILOET II P13 project, of which the jet noise research team at Loughborough University is also a participant. Therefore, it is multi-laterally beneficial to link the review of current project with SILOET II P13. Other participants include Cranfield University, University of Southampton and University of Cambridge. In addition to the SILOET agenda, the Loughborough team seek to discuss with Rolls-Royce engineers on the progress of the current project (EP/M01391X/1). Some of the issues of Rolls-Royce's Hydra solver reported from the this project are also relevant to SILOET partners, and vice vera.
Year(s) Of Engagement Activity 2015,2016
 
Description UK Fluids Network SIG Meeting (Aeroacoustics) - 05/2017 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact An oral presentation of the current research activities at Loughborough University on Aeroacoutics was made. The presentation included the latest results of Project - EP/M01391X/1 (TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION). The meeting also included other members of the SIG making their introduction and dissemination.
Year(s) Of Engagement Activity 2017
URL https://fluids.ac.uk/sig/Aeroacoustics
 
Description UK Fluids Network SIG Meeting (Turbulent Free Shear Flow) - 05/2017 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact An oral presentation of the current research activities at Loughborough University on Turbulent Free Shear Flow was made. The presentation included the latest results of Project - EP/M01391X/1 (TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION). The meeting also included other members of the SIG making their introduction and dissemination.
Year(s) Of Engagement Activity 2017
URL https://fluids.ac.uk/sig/FreeShearFlows
 
Description UK Fluids Network SIG Meeting (Turbulent Free Shear Flow) - 06/2018 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Following the previous meetings in 2017, further discussions were made for collaboration among members to take forward the methodologies developed in recent relevant research projects, especially in the turbulent free shear flow area. Free stream turbulence is heavily discussed during the meeting, on which several observation were made during the EPSRC project. This is likely to be of interest for joint publications.
Year(s) Of Engagement Activity 2018
URL https://fluids.ac.uk/sig/FreeShearFlows
 
Description UK Fluids Network SIG Meeting (Turbulent Free Shear Flow) - 12/2017 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Following the previous meeting in May 2017, further discussions were made for collaboration among members to take forward the methodologies developed in recent relevant research projects. This is likely to be in the area of joint publications and grant proposals.
Year(s) Of Engagement Activity 2017
URL https://fluids.ac.uk/sig/FreeShearFlows
 
Description UK Turbulence Consortium Annual Meeting - 09/2016 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact An oral and poster presentation of Project - EP/M01391X/1 (TOWARDS WHOLE SPECTRUM JET NOISE PREDICTION) were invited to be made during the UK Turbulence Consortium annual meeting. Results of the work were disseminated as part of the impact plan of the project.
Year(s) Of Engagement Activity 2016