Skip to main content

A Practical Design Method for Stirling Engine Regenerators Using First Principles

A Practical Design Method for Stirling Engine Regenerators Using First Principles


ABSTRACT: Regenerators are critical components in Stirling engines that improve its efficiency by recycling heat between hot and cold transitions of the working gas. Although simple conceptually designing of Stirling engine regenerators is quite complex as it's not clear tuning which parameter produces what effect. Furthermore designing a regenerator may involve solving complex navier stokes equations using CFD tools. In this paper we focus on macro properties of the regenerator and present a unique solution that can be used to predict it's behaviour completely bypassing navier stokes equations and complexities that arise from it. Further we outline a simple method to build a foil type regenerator that is both highly efficient and minimises the pressure drop of the working gas. 


Regenerators are probably the most important component in a Stirling engine. They act like a thermal sponge and absorb energy during the expansion phase of the gas and return it during the compression phase. The effect of the regenerator is that it allows recycling of heat within the engine. The comparatively cooler gas has less heat that has to be rejected at the cold end after expansion phase and similarly the cooled gas is preheated during the compression phase so it has to absorb lesser energy from the heat source. 

This increases the efficiency of the Stirling engine by allowing it to produce work at lesser input heat. Without regenerator the gas would have to reject all of its heat that it acquired during the expansion phase at the cold end and then the cold gas would have to be reheated  to a higher temperature which would increase the energy input of the system. 

This property of regenerators to increase the efficiency of the engine was known to its inventor Robert Stirling. Yet regenerators remain shrouded in mystery. Over the course of 2 centuries the Stirling engine community has settled on some common regenerator designs mesh,packed balls,foil etc but it's not quite clear how these regenerators can be precisely engineered. 

A major problem in engineering of Stirling engine regenerators is that it requires solving of navier stokes equations that are best done by computer simulations. This is a problem because not only does it introduce an obstacle in production of regenerators it also obscures its properties from engineers leading to increased production costs and stifling of cheap and controlled experimentation. 

Could it be possible to design regenerators without using complicated computer programs relying only on basic first principles and fundamental thermodynamic theory? We believe it's possible and in the following sections we outline how. 


HOW DOES REGENERATOR STORE AND RELEASE HEAT? THE ROLE OF FORCED CONVECTION,ADVECTION AND DIFFUSION IN REGENERATOR OPERATION

Heat transfer in the Stirling engine is mostly forced convection. Solid to fluid heat transfer is dominated by the advection part of convection due to high peclet numbers and ability of fluid particles to transport heat through high mass flow rates. But in the opposite case that is fluid to solid , heat transfer the process is dominated by diffusion at the thermal boundary layer. 

In fluid to solid heat transfer like in the regenerator of the engine conduction plays a dominant role. Solid materials don't flow like fluids and their advective component becomes negligible. What advection does in this case is to thin out the boundary layer and replace the cold fluid particles that have transferred heat with new hot ones. 

The parameter that is important in these cases is the thermal penetration depth 

d=√at/π (1)

where a is the thermal diffusivity coefficient and t is the time period. 

At faster velocities the penetration depth d will be small. 


The heat in the fluid is given by 

Q=hAT (2)

The heat in the regenerator is given by 

Q=kAT/l (3)

From equations 2 and 3 

h=k/l (4)

For fluid to solid transfers 'l' is equal to the thermal penetration depth calculated from eqn 1

Regenerator stores this diffusive heat from the hot fluid in its mass. Similarly it gives back the heat in its mass to cold air through diffusion at thermal penetration depths. 

Because heat transfer in a regenerator depends upon physical contact of fluid particles with a solid surface its surface area becomes important and this is why regenerators with large surface areas are chosen. Mesh type regenerators are popular for the reason that the meshes can produce large surface area compared to its volume. And since volume in a Stirling engine is limited it becomes more important to have designs that can increase the surface area of the regenerator. 

EQUATIONS FOR CALCULATING THE PUMPING LOSS THROUGH THE REGENERATOR 

The performance benefits of regenerators do not come free; it comes at the cost of fluid friction in between the generator walls that leads to a pressure loss. While the exact pressure loss in a regenerator can only be obtained after full solution of Navier stokes equations we can use the ideal gas law to calculate the pressure of the gas when it exits the regenerator and  reenter the working space. 

For that first we need to know the temp of the gas as it exits the regen 

T2 =T1 - e(T1 -Tregen) (5)

Where T2 is the gas temp at the exit. T1 is the gas temperature at the input and T regen is the regenerator temperature 

e is the efficiency of regenerator given by 

eff=1-e^-NTU (6)

NTU=hA/mc (7) c is the specific heat capacity at constant pressure 

Mass flow rate m= pvA (8) where A is the cross sectional area,v is fluid velocity and p is the density. 

Now if we apply ideal gas law 

P1V1/P2V2=T1/T2 (9)

V1 and V2 are input and output volumes P1 is the input gas pressure T2 is calculated from eqn 5 and T1 is the temp of the hot end. 

Solving this equation gives us the output pressure from the regenerator and thus the total pressure drop. 

In regenerator the losses are typically due to fluid friction but when the losses do occur it transforms to heat in that case one of the two things are going to happen 

1. Heat is transferred to the gas it becomes hotter 

2. Heat is transferred to the regenerator and less of it is absorbed from the gas

In either case the regenerator efficiency will drop and gas will exit at a higher temperature.  

Another interesting result is that as the regenerator efficiency drops more of the heat stays in the gas and less of it is transferred to the regenerator. Leader to lesser efficiency of the regenerator but also lower pressure drop. 

DESIGN OF A FOIL TYPE REGENERATOR

A foil type regenerator can be designed by stacking several layers of foil on top of each other. The number of foils to be stacked can be obtained from eqn 3 solving for total area and then by dividing it with the area for each foil available for heat exchange. 

On each foil spacers can be created by depositing material along the edges. That way foils would not be in contact with each other and gas will find a path to flow through. The spacer thickness should be equal to thermal penetration depth. Any less there won't be effective heat transfer. Any more and regenerator will occupy more volume than it needs to. 

This is simple in a woven regenerator in which additional threads can be weaved along the edges giving clearance space proportional to the thickness of the thermal penetration depth. 

Regardless of the regenerator type it can be seen from eqn 5 as the regenerator efficiency increases so the gas output temp falls and from eqn 9 as gas temp falls the output pressure decreases as well. So this is a tradeoff that a designer needs to keep in mind. 

On a physical level this makes sense. As we've already discussed regenerators exchange heat through conduction at thermal penetration depth. As more fluid particles come in contact with the solid boundary they lose energy due to friction which is reflected in the pressure drop. Unfortunately there is no way around it and even the most well built regenerator designs will lose pressure due to thermodynamics and mechanics of how they operate. 

However it is possible to minimise conduction losses by choosing a low conductivity material. 

SURFACE AREA OR THERMAL MASS WHICH ONE IS MORE IMPORTANT IN A REGENERATOR?

There are certain studies that have been done which claim that thermal mass is the more important property that determines the performance of a regenerator. It's true. Thermal mass indeed does determine how much heat a material will store according to the relation 

Q=mct

But it's important to remember that ALL of the heat transfer inside the regenerator takes place due to actual physical contact. Surface area is critical to ensure that there is enough contact between fluid particles and the solid regenerator for heat exchange to effectively take place. For 100kw of heat transfer at thermal penetration depth of 800 micrometer and temp difference of 400K this area comes out to be 7.69m2. This is much larger than the cylinder area emphasizing the importance of high surface area for increased contact. 

One other consideration that is important while designing the regenerator is that the length of the regenerator in a beta type Stirling engine lessens the available stroke length of the piston impacting the work done per cycle.

DISCUSSION 

Rather than modeling frictional pressure losses directly, we incorporate their effect through a reduction in regenerator effectiveness. The resulting elevated gas temperature leads to an adjusted output pressure via the ideal gas law, thus capturing both the thermal and mechanical consequences of internal flow resistance.

The thermal penetration depth used here assumes oscillatory flow typical of Stirling engine cycles, with time t representing the thermal interaction duration per cycle. This allows for an accurate estimation of heat diffusion depth without resolving full transient conduction.

While NTU-effectiveness relations originate from steady-state heat exchanger theory, they remain valid in this context as they capture the net thermal exchange per cycle, driven by advection-diffusion coupling in the gas and solid phases.

CONCLUSION 

In this paper we explained some of the problems associated with modelling of regenerators for a Stirling engine and presented a simple solution focussing on macro properties that can be used to estimate pressure drop across it without relying on complex CFD techniques. We also put forward a set of equations that can be used to calculate the area required for regenerators after laying the foundation of their heat exchange mechanism. 

It was explained that regenerators actually exchange heat through thermal diffusion & conduction at thermal penetration depths is of prime importance during heat exchange. The contention between thermal mass and surface area of the regenerator was resolved. It was discovered that thermal mass selects the total heat absorbed by the system while area determines how much heat is actually transferred at the interface. Both were found to be important. 

We described the relation between regenerator efficiency and pressure drop and came to the conclusion that it's inevitable that a high efficiency regenerator will lead to a pressure drop. These tradeoffs will need to be balanced by the designer of the engine. 

Finally we presented a way to design a foil type regenerator with spacing between individual foils to prevent contact and allow a path for fluid to flow between the plates. 

We hope this paper helps designers to build different regenerator types and put back the focus on experimentation and production rather than computer simulations. 

REFERENCES 


Stirling engine regenerators: How to attain over 95% regenerator effectiveness with sub-regenerators and thermal mass ratios


https://www.researchgate.net/publication/335511720_Stirling_engine_regenerators_How_to_attain_over_95_regenerator_effectiveness_with_sub-regenerators_and_thermal_mass_ratio



A Microfabricated Involute-Foil Regenerator for Stirling Engines


https://ntrs.nasa.gov/citations/20070031684



Composite Matrix Regenerator for Stirling Engines


https://ntrs.nasa.gov/citations/19970013279


Stirling engine regenerator based on lattice structures manufactured by selective laser melting


https://www.sciencedirect.com/science/article/pii/S2212827118308175


LTD Stirling engine with regenerator. Numerical and experimental study


https://www.researchgate.net/publication/316434983_LTD_Stirling_engine_with_regenerator_Numerical_and_experimental_study


Robust foil regenerator flow loss and heat transfer tests under oscillating flow condition

https://www.sciencedirect.com/science/article/abs/pii/S1359431120330076


I’d love to hear your thoughts. Please don't hesitate to get in touch with me. 


Akshat Jiwan Sharma

Strategy Consultant--Innovation/ Materials science/International relations/Telecommunications/Digital Transformation/Partnerships Mobile/whatsapp:+919654119771 email:getellobed@gmail.com



Comments

Popular posts from this blog

Why does collapsing a bubble with a sound wave produce light?

My thoughts on a reddit discussion  https://www.reddit.com/r/AskPhysics/comments/1lwxxc3/comment/n2jx8gp/?utm_source=share&utm_medium=mweb3x&utm_name=mweb3xcss&utm_term=1&utm_content=share_button The collapsing of a bubble with sound wave leads to the emission of light in a phenomenon known as sonoluminescnce.  The bubble collapse is rapid and the gas inside the core doesn't have time to exchange heat with the surroundings as it's compressed rapidly leading to what is known as adiabatic compression.  This compression heats up the gas to very high temp. The exact temperatures are inferred from the spectrum of emission which is thought to be a blackbody. But some sophisticated models have also been developed that put the temp in the range 5000k-20000k some even higher.  There's also debate on whether the bubble emission spectrum is truly a blackbody or is it line emission or bremsstrahlung? Personally I think its a mix of all three. The pressures create...

WeWork India Sustainability Summit 2025 Tackling Technical Challenges in Green Building Innovation

I thank we work India for organising sustainability summit 2025 to help drive real change towards decarbonising the commercial real estate sector. I gained valuable insights from the esteemed speakers especially around policy and regulation in this space.  My own thoughts kept pulling me towards some of the more technical challenges which are quite significant.  The current strategy of making buildings sustainable focuses on reducing the carbon footprint of a building during its operation and construction. In the operational stage the challenge is to ensure that the building can run on green energy. Heating and cooling are the heaviest users of energy and thus obvious targets for decarbonisation.  Since buildings these days scale vertically it's impossible to cover the energy requirements from rooftop solar panels. Unless solar panels can be installed vertically along the facade, the surface area would be too limited to generate any significant power. The idea has been tr...

Can you compress water and turn it solid?

A question asked on reddit https://www.reddit.com/r/askscience/comments/1n02vlg/ Yes and this has been experimentally confirmed. Shock compression of water has produced different forms of ice crystals.  SOME REFERENCES Experimental evidence for superionic water ice using shock compression https://www.nature.com/articles/s41567-017-0017-4 This particular form of ice melted at 5000K at 200Gpa.  https://www.llnl.gov/article/44081/first-experimental-evidence-superionic-ice An interesting tidbit from the research is in this paragraph  >Using diamond anvil cells (DAC), the team applied 2.5 GPa of pressure (25 thousand atmospheres) to pre-compress water into the room-temperature ice VII, a cubic crystalline form that is different from "ice-cube" hexagonal ice, in addition to being 60 percent denser than water at ambient pressure and temperature.  I'm not really sure at what temp this compression was performed but ice vii is known to exist at room temp at high enough pre...

Is there a future for materials science students in tribology?

My comments on a reddit discussion https://www.reddit.com/r/materials/comments/1nmooy5/comment/nfg6vub/ Tribology is a very important subfield of Mat sci and highly relevant anywhere there are moving parts. Like many other materials science domains its cross disciplinary and overlaps with automotive , aerospace ,manufacturing and even nano systems. I think its definitely worth studying and one should atleast  know about core concepts. From a purely research point of view the field is quite deep especially as it is being developed for nano systems and other emerging areas like triboluminescence. It does have a future. Wear is one of the major failure mechanism in materials and lots of resources are allocated to minimise it. Turbines,engine components, tyres ,cutting tools all suffer from wear and constant monitoring and refinement of process parameters is necessary.Many coatings are designed to reduce friction and wear Diamond like carbon films are cutting edge if you can build some...

Steel composites integrating diamonds and carbon nanotubes

Incorporating hard materials like diamond or carbon nanotubes (CNTs) into steel presents unique challenges, particularly when using traditional melt processing techniques. Diamond, for example, is extremely difficult to integrate into steel via melting due to its thermal instability. However, diamond is routinely embedded in steel surfaces for cutting applications. In the electronics industry, steel wires coated with diamond are used to slice silicon crystals into thin wafers. Two main techniques are commonly employed for embedding diamond in metals: 1. Electroplating: Diamond powder is suspended in a metal ion electrolyte, usually nickel. When an electric current is applied, nickel deposits on the metal wire, trapping the diamond particles in place. 2. Sintering: For more demanding cutting tools, diamond can be embedded on metal surfaces using sintering, which fuses the particles to the substrate at high temperatures without melting the metal. Similar challenges exist when attempting ...

What IMC 2025 Revealed About the State of Telecom

IMC 2025 lived up to its reputation as India's most anticipated communication event attracting big industry players—Intel,Qualcomm,Mediatek,Ericsson,Nokia along with research institutions and startups. All the 7 layers of the networking stack from the PHY to APPLICATION were well represented by various organisations.  Mobile operators serve as the face of the network but we often forget that they are powered by a long list of manufacturers and service providers. IMC gave them a platform to showcase their products and directly engage with customers.  5G is already here and very predictably there were talks around whether it has delivered on the promises it made. Speakers shared their thoughts and while the general consensus was that 5G did bring about somewhat faster speeds and a bit of lower latency the massive promises that it made especially around remote healthcare AR,VR and smart cities have all been forgotten.  mmwave is no where to be seen or even heard of. It's qui...

Perspective from EU Research & Innovation (R&I) Days 2025

I thank the European Commission for organising European Research & Innovation (R&I) Days 2025 and giving me a chance to participate in the event discussing the future of European research. Europe has had a long and storied tradition of science with philosophers like Locke,Hobbes,Descartes,Spinoza laying the groundwork for a scientific revolution producing the finest scientists who pushed the boundaries of human knowledge ,ushered the industrial revolution and birthed the modern world. Yet today the EU finds itself at crossroads struggling to retain talent and capitalise on its inventions. Horizon Europe defines key enabling technologies that could propel the EU far ahead of its competitors. Past Records show that Europe has the capability to do it. Its achievements in electronics,semiconductors,wind energy and development of advanced composites like GLARE are a testament to its enterprising citizens. Europe has made strong contributions in open source software and while some of...

Remarks on the space policy conference 2025

  Happy to have participated in the space policy conference, 2025 held in New Delhi. The discussion revolved around spectrum allocation and the use of satellites in meeting the communication needs of tomorrow. The view among the speakers was pragmatic emphasising that while satellite communication will play an important part in the future of networking the role of terrestrial telecommunication will not be diminished especially as new advancements in fiber optics are happening rapidly. I concurred. While wireless communication remains the most important application of space technology I wondered if there is more to it? Can space policy look beyond weather,defense & telecommunication? Not too long ago NASA was doing just that. There was a period of rapid development in materials science ,cryogenics & electronics that influenced industries beyond the space sector. That era was characterised by industrial cross collaboration. New composites were developed ,new synthesis techniq...

A Celebration of India's Electronic Component Manufacturing Scheme milestones: Pairing policy incentives with turbulent Innovation

A Celebration of India's Electronic Component Manufacturing Scheme milestones: Pairing policy incentives with turbulent Innovation 17 Nov 2025 After the incredible success of semicon India this September, India cellular and electronics association organised a lunch celebrating the success of Electronic components and manufacturing scheme at the Taj in New Delhi.  Minister for Electronics & IT Ashwini Vaishnaw, was joined by Minister of State for Electronics & IT Jitin Prasad , Secretary S Krishnan, Secretary Sushil Pal and various industry leaders who are helping to build a semiconductor manufacturing ecosystem in India. It was a unique opportunity for me to observe the collective decision making that goes into developing policies shaping the industry. Through exchange of ideas the policy makers have mapped in great detail the components that need to be in place for the initiative to succeed. The list was quite comprehensive including PCBs, oscillators, lith...

Interdependence and strategic autonomy in a world that may no longer cooperate

9 Dec 2025  At the global boardroom organised by the financial times I got the opportunity to learn from decision makers & understand their approach to deal with a world that is facing constant disruption and where economic policy, geopolitics, technology, energy, and leadership are increasingly intertwined.  FT brought in a diverse set of speakers: Christine Lagarde — President, European Central Bank,Akash Palkhiwala —COO, Qualcomm,Eimear Bonner — CFO, Chevron Corporation,Janet Henry — Global Chief Economist, HSBC, Izabella Teixeira — Member, International Advisory Board & Former Brazilian Environment Minister ,Antti Häkkänen — Minister of Defence, Finland , Oana-Silvia Țoiu — Minister of Foreign Affairs, Romania, Lesley O’Connor — Founder & Executive Chair, SupergridEurope among others to speak on themes spanning economics, geopolitics, technology, energy, and governance.  Today in this interconnected world the decisions that one nation takes ...