14. April 2013
Memory effect now also found in lithium-ion batteriesMedia Releases Energy and Environment Industrial co-operation
Lithium-ion batteries are high performance energy storage devices used in many commercial electronic appliances. Certainly, they can store a large amount of energy in a relatively small volume. They have also previously been widely believed to exhibit no memory effect. That’s how experts call a deviation in the working voltage of the battery, caused by incomplete charging or discharging, that can lead to only part of the stored energy being available and an inability to determine the charge level of the battery reliably. Scientists at the Paul Scherrer Institute PSI, together with colleagues from the Toyota Research Laboratories in Japan have now however discovered that a widely-used type of lithium-ion battery has a memory effect. This discovery is of particularly high relevance for advances towards using lithium-ion batteries in the electric vehicle market. The work was published today in the scientific journal Nature Materials
Professor Petr Novak, Head of the Electrochemical Energy Storage Section, and co-author of this study. Source:Scanderbeg Sauer Photography
How the memory effect arises: The “memory” effect of the battery is “written” in a cycle with partial charging (here, 50 percent of the battery’s storage capacity) followed by complete discharge. In the subsequent cycle, the memory effect is evident through an overvoltage (small “bump”) at precisely the same point at which the partial charging cycle terminates. On the extreme right, the normal voltage curve is shown for comparison. Source: Nature Publishing Group
The microscopic mechanism underlying the memory effect according to the “Many Particles Model”. The chemical potential of the particles rises steadily at first, as the particles give off lithium ions (Fig. b). Once they have reached Point B (chemical potential barrier), the particles give up the remaining lithium ions and are then charged completely (Fig. c). The particles pass over the barrier, one after the other, but not all at the same time. After partial charging, some particles return to the front of the barrier (Fig. d). These particles then “slide down the slope”, so that thermodynamic equilibrium is restored. Now, a division of particles into lithium-rich and lithium-poor is established. This separation persists, even after the battery has been completely discharged (Fig. e and f). During the next charging cycle, this group of lithium-poor particles will cross the barrier. Additional work needs to be performed to take the second, “delayed” group of lithium-poor particles across the barrier. This expresses itself as an overvoltage, which is the indicator of a memory effect. Picture: Nature Publishing Group
Consequences of the memory effect for electric and hybrid vehicles
The memory effect and its associated abnormal working voltage deviation have now been confirmed for one of the most common materials used as the positive electrode in lithium-ion batteries, lithium-iron phosphate (LiFePO4). With lithium-iron phosphate, the voltage remains practically unchanged over a large range of the state of charge. This means that even a small anomaly in the operating voltage could be misinterpreted as a major change in the state of charge. Or, to put it another way: when the state of charge is determined from the voltage a large error can be caused by a small deviation in the voltage. The existence of a memory effect is particularly relevant in the context of the anticipated steps towards using lithium-ion batteries in the electric mobility sector. In hybrid cars in particular, the effect can arise during the many cycles of charging/discharging that occur during their normal operation. In such vehicles, the battery is partially recharged during each braking operation by the engine running in a generator mode. It is in turn discharged, and usually only partially, to assist the engine during acceleration phases. The numerous successive cycles of partial charging and discharging lead to individual small memory effects adding up to a large memory effect, as this new study demonstrates. This leads to an error in the estimate of the current state of charge of the battery, in cases where the state of charge is calculated by software on the basis of the current value of the voltage.
Why the memory effect arises
The researchers identify the microscopic mechanism behind the processes of charging and discharging as the ultimate cause of the memory effect now found in lithium-ion batteries. The electrode material – in this case lithium-iron phosphate (LiFePO4) – consists of a large number of small, micrometer-sized particles which are charged and discharged individually one after the other. Researchers refer to this model of charging and discharging as the “many particles model”. Charging proceeds particle by particle, and involves the release of lithium ions. A fully charged particle is therefore lithium-free and comprises only iron phosphate (FePO4). Discharge in turn involves the re-incorporation of lithium atoms into the electrode particles, so that iron phosphate (FePO4) becomes lithium-iron phosphate (LiFePO4) once more. The changes in the amount of lithium associated with charging and discharging induce a change in the chemical potential of the individual particles, which in turn changes the voltage of the battery. However, charging and discharging are not linear processes. During charging, chemical potential initially increases, with the progressive release of lithium ions. But then, the particles reach a critical lithium-content value (and chemical potential). At this point, there is an abrupt transition: the particles give up their remaining lithium ions very rapidly, but are not allowed to change their chemical potential. This is the transition that explains why battery voltage remains practically unchanged over a wide region (voltage plateau).
The barrier between “rich” and “poor”
The existence of this potential barrier is vital for the memory effect to become manifest. Once the first particles have overcome the potential barrier, and have become lithium-free, the electrode particle population gets split up into two groups. In other words: there is now a clear distinction between lithium-rich and lithium-poor particles (see graphic). If the battery is not fully charged, a certain number of lithium-rich particles that have not made it over the barrier will remain. These particles do not remain on the edge of the barrier for long, because this state is unstable, and they will “slide down the slope”, that is, their chemical potential will decrease. Even when the battery is discharged again and all of the particles will come to rest in front of the barrier, this division into two groups will be maintained. And here is the crucial point: during the next charging process, the first group (lithium-poor particles) will overcome the barrier first, whilst the second group (lithium-rich) will “lag behind”. In order for the “delayed” group to get over the barrier, their chemical potential must be increased, and this is what causes the overvoltage (the “bump” in the graphic) that characterises the memory effect. The memory effect is thus a consequence of the particle population being divided into two groups, with very different concentrations of lithium, which is followed by the particles “jumping” over the potential barrier one after the other. This overvoltage, through which the effect is noticeable, is equal to the additional work that needs to be done to carry the particles that lagged behind after a partial charge, over the potential barrier.
Waiting until the memory fades
The time that elapses between charging and discharging a battery plays an important role in determining the state of the battery at the end of these processes. Charging and discharging are processes that alter the thermodynamic equilibrium of the battery, and this equilibrium can be achieved after some time. Scientists have found that idling a sufficiently long period of time can be used to erase the memory effect. However, in accordance with the many particles model, this only happens under certain conditions. The memory effect only vanished if one waited a sufficiently long time after a cycle of partial charging followed by full discharge. In such cases, the two particle groups were still separated after the full discharge, but were found on the same side of the potential barrier. Thus, the separation disappeared, because particles attained an equilibrium state, in which they all had the same lithium-content. The memory effect remained however providing you waited after the partial charging and before the incomplete discharge. Here, the particles were on opposite sides of the potential barrier, and this prevented a reverse of their division into “lithium-rich” and “lithium-poor”.
According to Petr Novak, Head of the Electrochemical Energy Storage Section at the PSI and co-author of the publication, the study disproves a long cherished misconception: ”Ours is the first study that has specifically looked for a memory effect in lithium-ion batteries. It had simply been assumed that no such effect would arise“. To acquire knowledge via research is often a fruitful mix of speculation and diligence: “Our finding results from a combination of critical investigation and careful observation. The effect is in fact tiny: the relative deviation in voltage is just a few parts per thousand. But the key was the idea of looking for it at all. Normal battery tests usually run deep, and not partial charging/discharging cycles. It thus took a flash of inspiration in order to ask what might happen during partial charging in the first place.
For the future use of lithium-ion batteries in vehicles however, this recent discovery is not the final word. It is indeed absolutely possible that the effect could be detected and taken into account through clever adaptation of the software in battery management systems, Novak pointed out. Should that prove successful, the memory effect would not stand in the way of a reliable and safe use of lithium-ion batteries in electric vehicles. So now, engineers face the challenge of finding the correct way of handling the peculiar memory of batteries.
Text: Leonid Leiva
According to the many particles model described here, charging and discharging the battery is considered to take place particle by particle. In this context, by particles, we mean a kind of “grains“. This means that the material (LiFePO4) does not come "as one piece", but rather as a collection of grains, in each of which the crystal structure is nominally the same, but in which the granules have minute differences, either in size, shape or orientation. This is the typical structure of powders. In technical terms, these are called “crystallites“. One can imagine these as roughly equally sized cubes lying side by side. Each cube would be slightly rotated relative to its neighbours, that is, the cubes are not strictly aligned, but the crystal structure (the cuboidal shape) is the same for all.
About PSIThe Paul Scherrer Institute develops, builds and operates large, complex research facilities, and makes them available to the national and international research community. The Institute's own key research priorities are in the investigation of matter and material, energy and the environment; and human health. PSI is Switzerland's largest research institution, with 1500 members of staff and an annual budget of approximately 300 million CHF.
ContactProf. Dr. Petr Novak, Head of the Electrochemical Energy Storage Section Paul Scherrer Institute, 5232 Villigen PSI, Switzerland Telephone: +41 56 310 2457; e-mail: firstname.lastname@example.org
Original PublicationMemory effect in a lithium-ion battery
Tsuyoshi Sasaki, Yoshio Ukyo, Petr Novák
Nat. Materials, Advance Online Publication