Design of experiments is a valuable tool for the design and development of lithium-ion batteries. Critical review of Design of Experiments applied to different aspects of lithium-ion batteries. Ageing, capacity, formulation, active material synthesis, electrode and cell production, thermal design, charging and parameterisation are covered.
List of DoE studies related to lithium-ion batteries ageing. a Parked periods (4), T (4) and SoC (8). 3 repeats. Separating key less well-known properties of drive profiles that affect lithium-ion battery aging by applying the statistical design of experiments. Number of cycles (4), discharge rate (2) and battery type (2). 2 replications.
The ability of the battery to deliver a certain power is strongly correlated with its impedance characteristic. The impedance characteristic defines the voltage drop over the battery when a current is applied. Lithium-ion batteries must be operated in a certain voltage range for safety reasons.
It can be concluded that no extensive investigations of lithium-ion batteries in new and aged states can be found. However, it is essential to know the behavior of the battery at all relevant internal and external conditions for applications when the battery cell is in both the new and the aged state.
Furthermore, the dependency of the lithium-ion battery impedance on the short-time previous history is shown for the first time for a new and aged cell. The influence of the measured dependencies of the battery impedance on potential applications is discussed.
List of DoE studies related to lithium-ion batteries formulation. a Study of the impact of electrode formulation and type of binder on several properties for two active materials. Optimal formulation found for each active material. Study of the effect of microstructural properties on electrode performance.
4 · One crucial area addressed is the manufacturing of LIBs, which forms the foundation for how batteries are produced (Matthews et al.). Integrating advanced experimental …
In this study, the impact of differential pressure, temperature, and aspect ratio on lithium-ion battery cell wetting is examined. Using a custom-designed test stand, …
Through detailed testing of battery performance at different charge/discharge multipliers, this dataset provides an important reference for Battery Management System …
This model simulates the actual working condition of an electric vehicle under different temperature conditions. For lithium battery discharge experiments, the battery model …
Effects of external pressure on cycling performance of silicon-based lithium-ion battery: modelling and experimental validation. Kai Zhang a, Yinan He a, Junwu Zhou a, …
Design of experiments is a valuable tool for the design and development of …
In this paper, the GSP655060Fe soft pack lithium-ion battery with a capacity of 1600 mAh is utilized, employing lithium iron phosphate as the positive electrode and graphite …
Through detailed testing of battery performance at different charge/discharge …
We examine specific case studies of theory-guided experimental design in lithium-ion, lithium-metal, sodium-metal, and all-solid-state batteries. We also offer insights into how this …
Understanding the thermal runaway mechanism of lithium-ion batteries under low pressure and low temperature is paramount for their application and transportation in the …
32Ah LFP battery. This paper uses a 32 Ah lithium iron phosphate square aluminum case battery as a research object. Table 1 shows the relevant specifications of the …
Gas emissions from lithium-ion batteries (LIBs) have been analysed in a large number of experimental studies over the last decade, including investigations of their dependence on the …
The fire accidents caused by the thermal runaway of lithium-ion battery has extremely impeded the development of electric vehicles. With the purpose of evaluating the …
This paper describes a detailed procedure of how estimate the battery model parameters using experimental data. the experiment is realized with a computer that realize the control of charge …
4 · One crucial area addressed is the manufacturing of LIBs, which forms the …
Lithium‐ion batteries generate considerable amounts of heat under the condition of charging‐discharging cycles. This paper presents quantitative measurements and …
In this study, the impact of differential pressure, temperature, and aspect ratio …
Design of experiments is a valuable tool for the design and development of lithium-ion batteries. Critical review of Design of Experiments applied to different aspects of …
Thermal gradient is inevitable in a lithium-ion battery pack because of uneven heat generation and dissipation, which will affect battery aging. In this paper, an experimental …
The battery cell formation is one of the most critical process steps in lithium-ion battery (LIB) cell production, because it affects the key battery performance metrics, e.g. rate capability, lifetime …
Zhang X, Li Z, Luo L, Fan Y, Du Z (2021) A review on thermal management of lithium-ion batteries for electric vehicles. Google Scholar Li Y et al (2023) Experimental …
In this paper, the GSP655060Fe soft pack lithium-ion battery with a capacity …
In this work, the dependency of the battery impedance characteristic on battery conditions (state-of-charge, temperature, current rate and previous history) has been …