costs and limited stability. Consequently, there is an
imperative necessity to identify cost-effective non-
noble metal catalysts (NPMC) to replace them.
Transition metal catalysts are cheap, have high
catalytic activity, and have better controllability,
thereby achieving precise control of the reaction.
More importantly, it has better stability and can
maintain its catalytic activity for a long time under
reaction conditions, extending the service life of the
catalyst.
3.2.1 Carbides
To find a catalyst at a lower cost, metal carbide
materials such as tungsten carbide (WC) were
initially evaluated. Tungsten carbide possesses
surface electronic properties akin to those of metal Pt
and is naturally occurring in various formations.
At present, the vast majority of research focuses
on its application as an anode electrocatalyst, and has
demonstrated exceptional catalytic performance.
However, the stability of WC is affected when it
encounters acids and high concentrations of oxygen.
Therefore, it seems difficult to realize the pristine WC
material as an ORR electrocatalyst and utilize it in
fuel cell cathodes without changing its composition
and structure.
Recently, Yu and his team conducted unbiased
structure searches and first-principles calculations for
the 2D TiC
2
, VC
2
, NbC
2
, TaC
2
and MoC
2
to
comprehensively investigate the electrocatalytic
properties (Yu, Zhou and Sun, 2020). Owing to their
excellent conductivity, these materials can facilitate
rapid charge transfer kinetics in catalytic reactions.
3.2.2 Oxides
Oxides have better stability in acidic, alkaline and
oxidising environments than transition metal
carbides. As well as demonstrating certain ORR
activity in alkaline solutions, however, enhancing
their ORR performance remains a formidable
challenge. Due to the altered atomic coordination
environment and electronic structure of the metal
oxides, a certain strain is generated on the catalyst
surface, which leads to a significant increase in its
adsorption capacity with ORR intermediates. Of
these, manganese oxide has garnered considerable
interest on account of its cost-effectiveness,
environmental protection, polyvalent states and
diverse crystal structures. Previous studies have
shown that MnO
x
activity follows a trend as Mn
5
O
8
<Mn
3
O
4
<Mn
2
O
3
. This shows that the MnO
x
catalyst
performance changes with its different crystalline
morphology (Chu et al., 2014). Thus, Zhang et al.
adopted the method of calcination of manganese
glycolate to synthesize Mn
3
O
4
with manganese
defects. In Mn
3
O
4
, the change in electronic structure
makes it a better conductor. Moreover, Wang and his
team prepared a new 3D oriented monolithic
integrated electrode. The electrode consists of Fe
3
O
4
cores and N-doped C shell composite nanostructure
(Wang et al., 2020). Owing to its judicious pore
architecture and N-Fe synergy, as well as the
optimized combination of metal species modification
of the N species catalytic site, the material exhibits
considerable ORR activity in acidic solutions.
3.3 Carbon-Based Electrocatalysts
A carbon-based electrocatalyst is a catalyst composed
of carbon-based materials that is used to promote
electrochemical reactions. The carbon nanotubes,
graphene, carbon black, and porous carbon have good
electrical conductivity, chemical stability and
structural tunability. Compared with transition metal
electrocatalysts, carbon-based electrocatalysts have
lower raw material costs; they do not contain heavy
metal elements and are environmentally friendly.
3.3.1 Metal-Organic Framework Carbon
Materials (MOFs)
MOFs represent a novel class of microporous
materials, constructed from the assembly of metallic
ions and organic linker molecules. The intrinsic
porosity of MOFs endows the resulting carbonaceous
materials with a wealth of pores and elevated specific
surface areas, facilitating enhanced mass transport
capabilities and, consequently, manifesting superior
electrocatalytic properties (Kalaj et al., 2020). Qiao
and colleagues employed a method of dissolve-
induced heteronucleation to create layered ordered
porous carbon on a polystyrene sphere (PS) template,
which was subsequently carbonized to yield a
material doped with atomically dispersed FeN
4
(FeN
4
/HOPC). Following this, they developed Fe-
doped ordered macroporous/microporous ZIF-8
(referred to as OMSFe-ZIF-8) (Xu et al., 2020).
In comparison to monometallic MOFs, bimetallic
MOFs exhibit enhanced catalytic performance due to
synergistic effects between the incorporated metallic
species, thereby demonstrating superior activity. Han
et al. successfully prepared a new type of binary Co-
Ni sites by pyrolysis of MOFs containing dopamine
(DPA) coating. These sites are atomically dispersedly
embedded into N-doped hollow carbon nanotubes,
showing a highly reactive single-atom dispersed state.
At the same time, the synergistic catalytic effect of the
bimetallic Co-Ni sites reduces the energy barrier of
the reaction and accelerates the reaction. the reaction