Introduction

Powered by renewable electricity, proton exchange membrane water electrolysers (PEMWEs) that can produce high-purity H2 directly from pure water are currently the leading technology for sustainable H2 production1,2,3,4,5. Nevertheless, PEMWEs rely on precious-metal-based catalysts (IrO2 and Pt), and their large-scale future deployment would considerably increase capital expenditures and the consumption of precious metals6,7. Assuming a global H2 supply of 400 GW per year, the annual demand for Ir would reach ~126 t—far exceeding its annual production (~1 t)5,6,7. Recently, anion-exchange membrane water electrolysers (AEMWEs)8,9,10,11,12,13,14,15 have attracted intensive attentions, as they eliminate the need for precious metals while retaining key advantages similar to PEMWEs.

Despite significant progress, the current performance of AEMWEs still lags far behind that of PEMWEs3,5. Specifically, the hydrogen production current density of AEMWEs supplied with pure water typically ranges 0.2–0.8 A cm−2 at 2.0 V16,17,18,19,20,21,22, lower than that of PEMWEs (2.0–3.0 A cm−2 at 2.0 V)23,24,25. The main challenge lies in the low ion conductivity of hydroxyl anions (OH) in commercial anion membranes (10−3–10−2 S cm−1), compared to that of proton (H+) in PEMs (>10−1 S cm−1)10,11,12,26,27,28. Consequently, OH generated at the cathode (2H2O + 2e \(\to \,\)H2 + 2OH) cannot be rapidly transported through the AEM to the anode for the oxygen evolution reaction (OER)20,21,26, slowing the reaction kinetics at both electrodes. More critically, insufficient OH supply leads to anodic acidification, further degrading the long-term durability of AEMWEs (<200 h)17,18,22.

To tackle the challenges posed by inefficient OH transport in AEMs, research efforts have focused on modifying the functional groups and/or backbone structures of AEM/ionomer to enhance OH conduction10,29,30,31,32,33,34. While significant advancement has been achieved, improvements in OH conductivity are usually accompanied by increased water uptake and membrane swelling9,10,11,35, which severely compromise the durability of AEMWEs. Therefore, the fundamental issue of inadequate OH⁻ transport remains unresolved, leading to sluggish reaction kinetics at both electrodes and high overpotentials in AEMWE. To mitigate these limitations, most reported AEMWE studies still employ alkaline electrolytes instead of pure water36,37,38,39,40,41,42,43,44,45. However, this approach introduces critical issues, including bipolar plate passivation by alkali and the need for circulation/recovery of corrosive electrolytes8,9. These issues not only raise maintenance costs but also generate substantial environmental concerns. Therefore, developing strategies to overcome the current AEMWE limitations caused by inadequate OH transport remains imperative.

In this work, we overcome the performance and stability limitations of AEMWEs by introducing titanium dioxide (TiO2) to regulate the local microenvironment pH at both anode and cathode catalyst layers, establishing optimal alkaline conditions. Using a pH microelectrode coupled with scanning electrochemical microscopy (SECM), we precisely monitor in situ pH distributions in the catalyst layers. Our results show that TiO2 generates localised alkalinity within 5 µm from the catalyst surface, simultaneously enhancing reaction kinetics and OH transport. Crucially, this alkaline microenvironment effectively stabilises non-precious metal catalysts and the AEM, leading to improved AEMWE durability.

Results

Identifying the performance bottleneck of AEMWE supplied with pure water

We assembled a typical AEMWE using NiFe oxide and NiMo alloy as the anode and cathode catalysts (Supplementary Figs. 13), respectively, and commercial Sustainion membrane as the AEM. As shown in Fig. 1a, the AEMWE demonstrates poor performance when supplied with deionized (DI) water (hereafter, AEMWE was supplied with DI water unless otherwise specified). Electrochemical impedance spectroscopy (EIS) reveals both high ohmic resistance (Rs) and charge transfer resistance (Rct) (Fig. 1b, inset), corresponding to inefficient OH transport and sluggish reaction kinetics21,46, respectively. Notably, adding KOH to the feed water reduces both Rs and Rct values (Fig. 1b), consequently increasing the hydrogen production current density (Fig. 1a).

Fig. 1: Performance and pH distributions of AEMWEs.
Fig. 1: Performance and pH distributions of AEMWEs.
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a Polarisation curves of AEMWE supplied with DI water and electrolytes with different KOH concentrations. The presented voltages are not iR-corrected. b EIS curves of AEMWEs measured at 1.5 V, with the inset showing their Rs and Rct values. c Schematic diagram of coupling a pH ultra-microelectrode with a SECM to monitor the in situ pH distributions in an AEMWE. d Measured two-dimensional pH distribution across 3884 points within the anode and cathode catalyst layers of the AEMWE supplied with DI water. Note that the electrolyser was operated at a cell voltage of 1.9 V. Source data for Fig. 1a, b, d are provided as a Source Data file.

To investigate the reaction microenvironment of the AEMWE, we integrated a pH microelectrode (~10 µm tip) with SECM to monitor the in situ pH distributions in the cathode and anode catalyst layers (Fig. 1c, Supplementary Note 1 and Supplementary Fig. 4). This system operates with the microelectrode measuring local pH in the AEMWE through bipolar plate openings while SECM controls its precise positioning. As illustrated in Fig. 1d, at 1.9 V cell voltage, the local pH values in the anode (pHanode) and cathode catalyst layers (pHcathode) are 3.7–4.1 and 10.1–10.4, respectively. Similar results were also found in AEMWEs with different catalyst layer thicknesses (Supplementary Figs. 57), confirming weakly acidic (anode) and weakly alkaline (cathode) microenvironments—a deviation from the ideal strongly alkaline conditions required for efficient operation of AEMWE. This phenomenon arises from the low OH conductivity of AEM—OH produced at the cathode cannot be rapidly transported to the anode through the membrane20,21,26, which slows reaction kinetics and increasing the local pHanode. In this case, the anode proceeds OER via 2H2O \(\to \,\)O2 + 4H+ + 4e, causing acidification. Notably, AEMWE supplied with 1.0 M KOH maintains pHanode and pHcathode values of ~14 (Supplementary Fig. 8). These collective results demonstrate that the poor performance of AEMWE operated in DI water (Fig. 1a, b) stems from non-ideal pH conditions. Moreover, the anodic acidification further compromises the stability of the AEMWE, which will be discussed in detail later.

Creating alkaline microenvironments for both electrodes

To overcome the fundamental performance limitations of AEMWEs caused by non-ideal pH conditions, we developed a microenvironment pH-regulating strategy for both electrodes—a previously unexplored approach in AEMWEs. According to our previous work47, the introduction of Cr2O3 (Cr3+, pKa: ~2.0548) on a cobalt oxide catalyst can dynamically split natural seawater (pH ~7.9) and enrich OH near the catalyst surface. Here, we employed TiO2 to regulate local pH in AEMWEs (Supplementary Figs. 911, and Supplementary Note 2), as it combines: (i) electrochemical stability across full HER and OER potential windows49,50, and (ii) optimal OH affinity (Ti4+, pKa: 2.2051). Based on these properties, we deposited ~ 5 nm TiO2 nanoparticles onto pre-synthesised anode NiFe oxide (anode) and NiMo alloy (cathode) catalysts (Fig. 2a, b and Supplementary Figs. 1215).

Fig. 2: Monitoring in situ pH distributions in TiO2-modified AEMWEs.
Fig. 2: Monitoring in situ pH distributions in TiO2-modified AEMWEs.
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a, b Atomic-scale high-angle annular dark-field (HAADF) images of TiO2-modified NiFe oxide and NiMo alloy, respectively. c, d Local pHanode and pHcathode of the TiO2-modified AEMWEs under varied cell voltages, respectively. e Two-dimensional pH distributions within the anode and cathode catalyst layers of the TiO2-modified AEMWE-3 at a cell voltage of 1.9 V. f Relationship between local pHanode and distance from the pH ultra-microelectrode tip to the anode catalyst layer. g Corresponding relationship for the cathode catalyst layer. Note that the local pH values in (c, d, f, g) were averaged over measurements taken at three distinct points, and the standard deviations were marked by the error bars. Source data for Fig. 2c–g are provided as a Source Data file.

We then assembled AEMWEs using TiO2-modified anode/cathode catalysts and commercial Sustainion membranes (Supplementary Tables 1, 2 and Supplementary Fig. 16). These electrolysers, designated as TiO2-modified AEMWE-x (where a larger x represents an increasing TiO2 loading), were subjected to local pHanode and pHcathode monitoring. As illustrated in Fig. 2c, d, when no cell voltage was applied, the pHanode and pHcathode of these TiO2-modified AEMWEs are both ~7.0, the same as that of DI water. As the voltage increases, the pHanode and pHcathode values increase. Moreover, when the electrolysers were operating under the same voltage, the greater the coating amount of TiO2, the higher the pHanode and pHcathode values (Fig. 2c, d and Supplementary Fig. 16). Additionally, the pHanode and pHcathode of the TiO2-modified AEMWE-3 approach 14.0 when the cell voltage is >1.55 V (Fig. 2c, d; Supplementary Figs. 16 and 17), demonstrating that strong alkalinity was generated around both the anode and cathode catalyst layers. This important finding is further supported by the measured two-dimensional uniform distribution of pHanode and pHcathode (~14) in this TiO2-modified AEMWE-3 at 1.90 V (Fig. 2e).

Moreover, we quantified the regions where the local alkalinity acts on the surface of the anode and cathode catalyst layers. Specifically, we varied the distance between the pH microelectrode and the catalyst surface, and measured the local pHanode and pHcathode of TiO2-modified AEMWE-3. As shown in Fig. 2f, when the distance between the two is less than 5 µm, the measured pHanode ranges 13.8–12.9, and this value rapidly drops to ~7.0 when the distance exceeds 5 µm. For pHcathode, a similar trend was observed (Fig. 2g). These results indicate that the local strong alkalinity is in the range of 5 µm on the anode and cathode catalyst surface.

Mechanism of TiO2-mediated OH⁻ enrichment

To elucidate the formation mechanism of local alkalinity in AEMWEs, in situ surface-enhanced Raman spectroscopy was employed (Fig. 3). For the anode in a neutral electrolyte, TiO2 (Fig. 3a) and TiO2-modified NiFe oxide (Fig. 3c; Supplementary Figs. 18 and 19) exhibit potential-dependent enhancement of the H–O–H bending vibration (~1600 cm⁻1) from adsorbed water (H2O*)52, accompanied by emerging OH* peaks (~800 cm⁻1)52,53. This indicates active water dissociation on TiO2 (Supplementary Note 3 and Supplementary Fig. 20), in sharp contrast to pristine NiFe oxide under the same conditions (Fig. 3b), which shows negligible H2O* and OH* signals. Obviously, the potential-dependent evolution of these spectral features shows a clear correlation with the pHanode measurements (Fig. 2c), where TiO2-modified AEMWEs exhibit evident OH accumulation (and thus increased pHanode), while the pristine AEMWE shows negligible change. This direct correspondence provides spectroscopic evidence that the local alkalinity originates from accelerated water dissociation on TiO2 (H2O → OH + H⁺). Our density functional theory calculations support this point, revealing that TiO2 exhibits a low energy barrier for water dissociation under anode potential (Supplementary Fig. 21). This facilitated dissociation leads to the accumulation of OH within the electrical double layer (EDL) due to electrostatic attraction to the positively charged electrode surface (Supplementary Fig. 22), while the generated H+ is rapidly extracted from the EDL under the applied potential gradient (Fig. 3e). This selective ion redistribution creates an alkaline microenvironment at the anode interface.

Fig. 3: Investigating mechanism of local alkalinity.
Fig. 3: Investigating mechanism of local alkalinity.
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In situ surface-enhanced Raman spectra of (a) TiO2, b NiFe oxide, c TiO2-modified NiFe in 0.5 M Na2SO4 (pH ~ 7, 7.02 + 0.07), and d pristine NiFe oxide in 1.0 M KOH (pH ~ 14, 13.93 ± 0.03), recorded at potentials ranging from 1.2 to 2.0 V (specifically at 1.2, 1.4, 1.6, 1.8 and 2.0 V) versus the reversible hydrogen electrode (VRHE). e Schematic diagram of locally alkaline microenvironments generated on anode and cathode. The orange arrow represents the direction of external electric field (E). EDL = Electric double layer. In situ surface-enhanced Raman spectra of (f) TiO2, g NiMo alloy, h TiO2-modified NiMo alloy in 0.5 M Na2SO4 (pH~7, 7.02 ± 0.07), and i pristine NiMo alloy in 1.0 M KOH (pH~14, 13.93 ± 0.03), recorded at potentials ranging from 0 to −0.3 VRHE (specifically at 0, −0.05, −0.1, −0.2, and −0.3 V RHE). Source data for Fig. 3a–d, f–h are provided as a Source Data file.

At the cathode, while the pristine TiO2 and NiMo alloy in neutral electrolyte (Fig. 3f, g) show weak H2O* signals, TiO2-modified NiMo alloy exhibits enhanced H2O* intensity and rapidly increasing H* signals (~1950 cm⁻1)24 with applied potential (Fig. 3h and Supplementary Fig. 23). These observations clearly demonstrate that the local alkalinity at the cathode (Fig. 2d) develops through a mechanism distinct from the anode’s direct water dissociation on TiO2. This should be a synergistic mechanism between TiO2 and NiMo alloy (Fig. 3e), where the NiMo alloy catalysers the Volmer step of HER (H2O + e → OH + H*)54, while oxophilic TiO250,55 adsorbs and enriches OH⁻. This OH feedback accelerates the Volmer step on NiMo alloy, thereby establishing a self-sustaining alkaline microenvironment.

The above results demonstrate that at both electrodes, TiO2 enriches OH in the EDL. The resulting alkaline environments enable the anode NiFe oxide and cathode NiMo alloy catalysts to proceed via alkaline OER and HER mechanisms, respectively. This is evidenced by the pronounced O–O bond53 (Supplementary Fig. 24) and H* intermediates observed on the TiO2-modified NiFe oxide and NiMo in neutral electrolyte (Fig. 3c, h), similar to their behaviour in the alkaline electrolyte (Fig. 3d, i; Supplementary Note 4; Supplementary Figs. 25 and 26). Undoubtedly, this effect can enhance the reaction kinetics at both electrodes.

Performance of locally alkaline AEMWE

As discussed above, the performance of the pristine AEMWE is limited by unfavourable OH transport and sluggish reaction kinetics (high Rs and Rct, Fig. 1b). EIS measurements show that the Rs and Rct values of the locally alkaline AEMWE (TiO2-modified AEMWE-3) are reduced compared to those of the pristine AEMWE (Fig. 4a). Moreover, it is found that the local alkalinity can also improve the OH conductivity of AEM in DI water, with its value close to that of the membrane in 1.0 M KOH (Fig. 4b and Supplementary Fig. 27). This finding is reasonable that due to the boosted hydrogen evolution kinetics, a large amount of OH is produced (2H2O + 2e\(\,\to \,\)H2 + 2OH), which increases the occupancy and transport of OH in the membrane. Therefore, the local alkalinity can solve the critical issues of inefficient OH transport and sluggish reaction kinetics in AEMWEs.

Fig. 4: Local alkalinity enhancing performance of AEMWE.
Fig. 4: Local alkalinity enhancing performance of AEMWE.
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a EIS curves of AEMWEs operating in DI water and 1.0 M KOH, with the inset showing their corresponding Rs and Rct values. Note that the locally alkaline AEMWE is TiO2-modified AEMWE-3 and the EIS measurements were performed at a cell voltage of 1.5 V. b Measured OH conductivity of AEM in DI water and 1.0 M KOH. Note that the values of OH conductivity were both averaged over three repeated measurements, and the standard deviations were marked by the error bars. The inset schematic illustration shows that local alkalinity can increase the occupancy and transport of OH in the membrane. c Polarisation curves of the pristine AEMWE and locally alkaline AEMWE supplied with DI water. Note that the performance of the pristine AEMWE operating in 1.0 M KOH electrolyte was added for reference. The presented voltages are not iR-corrected. d, e Relationship among hydrogen production current density, local pHanode, and local pHcathode of AEMWEs assembled with different types of AEMs. Note that the electrolysers were operated at 1.9 V. Source data are provided as a Source Data file.

As a result, the locally alkaline AEMWE delivers a high hydrogen generation current density of 3.0 A cm−2 at 2.08 V, which is 8 times that of the pristine AEMWE (Fig. 4c; Supplementary Figs. 28 and 29). This performance is competitive with those reported for AEMWEs supplied with pure water16,17,19,20,21,56 and approaches that of the state-of-the-art PEMWE23,24,25 (Supplementary Table 3). It is noteworthy that the slight performance reduction of the locally alkaline AEMWE compared with that of the pristine AEMWE operated in 1.0 M KOH is due to the fact that TiO2 covers some active sites on the anode and cathode catalysts (Supplementary Fig. 30).

We further validated this microenvironment regulation strategy in electrolysers incorporating additional commercial AEMs (AEMIONTM and FAA), alongside the above investigated Sustainion membrane (Figs. 1 and 2). These membranes employ distinct OH conduction mechanisms: Sustainion uses imidazole-functionalized polystyrene, AEMIONTM relies on methylated polybenzimidazole, and FAA depends on quaternary ammonium groups57. TiO2-modification consistently establishes local alkalinity across all membrane types (Supplementary Figs. 31 and 32), leading to performance enhancements. Specifically, at 1.9 V, the modified Sustainion-, AEMIONTM-, and FAA-based AEMWEs exhibit 9-, 8-, and 7-fold increases in hydrogen production current density, respectively, compared to their unmodified counterparts (Fig. 4d; Supplementary Figs. 33 and 34). This universal performance improvement across diverse membrane chemistries demonstrates the broad applicability of our microenvironment regulation strategy.

Long-term stability of locally alkaline AEMWE

Another key challenge of AEMWEs for practical applications is their poor long-term stability17,22,27. As discussed above, the local reaction environment of the anode catalyst in the pristine AEMWE is weakly acidic (pH ~4.0, Fig. 1d), which can obviously cause structural degradation of non-precious metal catalysts. To clarify this point, we quantified Fe and Ni dissolution from the anode NiFe oxide catalyst after 100 h operation at 1.9 V in both the pristine and locally alkaline AEMWEs. Note that the pHanode values of these AEMWEs are 3.7 (pristine), 8.7, 12.7 and 13.8 (locally alkaline) (Fig. 2c and Supplementary Fig. 35). As shown in Fig. 5a, the pristine AEMWE shows substantial metal dissolution (43 at% Fe, 59 at% Ni), confirming the destabilising effect of acidic conditions (Supplementary Fig. 36). Conversely, locally alkaline AEMWEs exhibit progressively reduced dissolution with increasing pHanode. Specifically, for the AEMWE with local pHanode of 13.8, the loss of Fe and Ni from the anode catalyst becomes negligible (Fig. 5a and Supplementary Fig. 36). Therefore, the in situ generated local alkalinity can effectively inhibit the detrimental dissolution of the anode catalyst.

Fig. 5: Stability of AEMWE supplied with DI water.
Fig. 5: Stability of AEMWE supplied with DI water.
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a Dissolved atomic ratios of Fe and Ni atoms from the anode NiFe oxide catalysts when pHanode varies. Note that the quantification of dissolved Fe and Ni atoms from the catalysts were carried out after operating the electrolysers at 1.9 V for 100 h. b C 1s and N 1s XPS spectra of the original and used Sustainion membrane with varied pHanode. Note that the electrolysers were dissembled after 100 h operation at 1.9 V, then the membranes were characterised by XPS. c Chronopotentiometry curve of the locally alkaline AEMWE operating at 1.0 A cm−2. d, e Local pHanode and pHcathode of locally alkaline AEMWE as a function of time, respectively. Note that the electrolyser was operated at a hydrogen current density of 500 mA cm−2. Note that the values of local pH in d and e were both averaged over measurements taken at three distinct points, and the standard deviations were marked by the error bars. Source data are provided as a Source Data file.

Furthermore, according to previous works17,58, the anodic acidification can lead to degradation of membranes. Therefore, we pay close attention to the effect of pHanode on the structural changes of AEM after its assembly and operation in the electrolyser. Figure 5b shows the X-ray photoelectron spectroscopic (XPS) spectra of the original and used Sustainion membranes with different pHanode. As illustrated, the original membrane exhibits evident N+ (401.5 eV) and C − N+ (287.0 eV) peaks58 from its imidazole groups, which are crucial for OH⁻ conduction. Notably, as pHanode decreases, the intensities of the N+ and C−N+ signals decrease, suggesting H+-induced degradation of imidazole groups. Furthermore, when the membrane was operated at pHanode values of 8.7 and 3.7, a O−C=O (288.4 eV) appears, indicating oxidative degradation of the polymer chain58. In contrast, there is no noticeable change observed in the membrane of the locally alkaline AEMWE with pHanode of 13.8. These results demonstrates that in situ generated local alkalinity can effectively supress AEM degradation.

Afterwards, we evaluated the long-term stability of our locally alkaline AEMWE (TiO2-modified AEMWE-3). As shown in Fig. 5c, this electrolyser works stably for more than 1400 h at a high current density of 1.0 A cm−2, with a voltage drift as small as 60 µV h−1. Such stability is better than those reported for AEMWEs operating in pure water10,16,17,18,22,29 (in the range of 10−200 h and measured at lower current densities of 100−500 mA cm−2). This finding is further supported by our measured changes in the local pHanode and pHcathode of our locally alkaline AEMWE as a function of time (Fig. 5d, e and Supplementary Fig. 37), which demonstrated that the strong local alkalinity in the anode and cathode catalyst layers was well maintained during the operation of the electrolyser.

Scale up of locally alkaline AEMWE

We fabricated a 10-cell locally alkaline AEM stack connected in series (Fig. 6a), featuring a total electrode area of 250 cm² (25 cm² per single cell). As shown in Fig. 6b, individual cells perform similarly, obtaining a current density of 2.0 A cm−2 at 1.94 ± 0.02 V, while the overall stack achieves the same current density at 21.0 V. Moreover, our locally alkaline AEM stack demonstrates good durability with a degradation rate of 117 µV h−1 during 500 h of operation at 1.0 A cm−2 (Fig. 6c). Assuming maintenance of >80% initial performance at this decay rate, the projected operational lifetime of the stack exceeds 32,000 h—a duration that would satisfy industrial requirements. Importantly, the locally alkaline AEM stack supplied with DI water achieves an energy consumption of 49.5 kWh kg−1 H2 and an energy conversion efficiency of 74.5% (Fig. 6c), comparable to those of the state-of-the-art PEM stack based on precious metal catalysts (46.6 kWh kg−1 H2 and 79.2% conversion efficiency), also approaching the Department of Energy’s (DOE) 2050 target for AEMWE technology (75% conversion efficiency).

Fig. 6: Scale up for locally alkaline AEMWE.
Fig. 6: Scale up for locally alkaline AEMWE.
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a Digital picture of the 10-cell AEM stack using Sustainion membrane. b Polarisation curves of the AEM stack and each cell supplied with DI water. Note that the curve of the PEM stack is added for reference. The presented voltages are not iR-corrected. c Durability test and energy conversion efficiency of the AEM stack supplied with DI water at 1.0 A cm−2. Source data for Fig. 6b, c are provided as a Source Data file.

To assess economic viability, we conducted a levelized cost of hydrogen (LCOH) analysis (Supplementary Note 5 and Supplementary Figs. 3841). The results demonstrate cost advantages for our locally alkaline AEM stack compared to precious-metal-dependent PEM systems, with a median LCOH reduction of 25.4% (Supplementary Fig. 38). When compared to KOH-enhanced AEM systems, our approach maintains competitive performance while effectively avoiding the operational challenges associated with alkaline corrosion and wastewater treatment, exhibiting economic stability (Supplementary Figs. 3941). This combination of technical advantages and economic benefits positions our locally alkaline AEMWE technology as an ideal solution for commercial hydrogen production.

Discussion

In summary, we proposed an AEM-independent strategy to adjust the reaction microenvironment of anode and cathode catalyst layers to ideal strong alkalinity, thus effectively addressing the performance limitations associated with AEMs in electrolysers. We demonstrated that the super in situ generated local alkalinity not only boosted the hydrogen production, but also supressed the degradation of non-noble metal catalysts and AEM. As a result, our locally alkaline AEMWE, assembled with commercial AEM and supplied with DI water, achieved a hydrogen generation current density of 3.0 A cm−2 at 2.08 V, and exhibited stability up to 1400 h at an industrial required current density of 1.0 A cm−2. We demonstrate that such in situ generated local alkalinity enables AEMWEs to compete with the leading PEMWEs. Moreover, our specifically engineered AEM stack contributes to lower capital expenditures and maintenance costs, minimised alkali waste treatment demands, and paves the way for the industrial application of AEMWE electrolysis technology.

Methods

Materials synthesis

The NiFe oxide catalyst was fabricated by a solvothermal method. Specifically, a precursor solution was firstly prepared by dissolving 0.5 mM Ni(NO3)2·6H2O (≥99%, Aladdin), 0.5 mM Fe(NO3)3·9H2O (≥99%, Aladdin) and 10 mM urea (≥99%, Aladdin) in 35 mL of DI water. Then, a pre-cleaned Ni fibre felt was placed vertically in the precursor solution, transferred to a 50 mL Teflon autoclave and treated at 120 °C for 12 h. Afterwards, the Ni fibre felt was thoroughly washed with DI water, dried at room temperature (25 °C), and heated in N2 atmosphere at 600 °C for 2 h to obtain the NiFe oxide catalyst. Note that the loading mass of as-prepared NiFe oxide catalyst on Ni fibre felt was ~3 mg cm−2.

The NiMo alloy catalyst was synthesised according to the previous work54. Firstly, a precursor solution was prepared by dissolving 0.08 M Ni(NO3)2·6H2O and 0.02 M (NH4)6Mo7O24·4H2O (99%, Aladdin) in 30 mL of deionized water. Afterwards, a pre-cleaned Ni fibre felt was placed in the precursor solution, then transferred to a 50 mL Teflon autoclave, and treated at 150 °C for 6 h. Next, the Ni fibre felt was washed with DI water, dried naturally and reduced at 600 °C for 2 h under H2/Ar (v/v = 15/85) atmosphere to obtain NiMo alloy catalyst. Note that the loading mass of NiMo alloy catalyst on Ni fibre felt was ~3.2 mg cm−2.

For the TiO2-modified NiFe oxide or NiMo alloy catalysts, a titanium precursor was prepared by dissolving titanium isopropyl alcohol (TiC9H19NO4) in ethanol. Then, the Ni fibre felt loaded with NiFe oxide or NiMo alloy catalyst was immersed in the precursor solution, dried naturally and heated at 400 °C for 3 h in N2 flow to obtain the TiO2-modified NiFe oxide or NiMo alloy catalyst. Note that for 4, 8, 12 and 20 at% TiO2-modified NiFe oxide, 0.05, 0.1, 0.2, 0.5 M TiC9H19NO4 in ethanol were used as precursor, respectively. For 2, 7, 10 and 16 at% TiO2-modified NiMo alloy, 0.02, 0.1, 0.2, 0.5 M TiC9H19NO4 in ethanol were used, respectively.

Materials characterisation

Scanning electron microscopy (SEM) and transmission electron microscopy (TEM) images were carried out on a Hitachi S-4800 SEM and a JOEL 2100 TEM, respectively. X-ray diffraction patterns (XRD) were obtained using a Bruker D8 Advance diffractometer with a Cu Kα radiation operating at 20 kV. Inductively coupled plasma mass spectrometry (ICP-MS) measurements were performed on an Agilent Varian 700. XPS spectra were collected using a Kα Thermo Fisher spectrometer. Local pH measurements were carried out on a commercial CHI920D SECM system (CH Instruments, China), which was placed on a shock-proof platform to minimise vibration disturbance. The whole testing system was put in a shielding box. The performance of AEMWEs was measured using a programmable DC power supply (ITECH).

In situ surface-enhanced Raman spectroscopy

In situ surface-enhanced Raman spectra were collected using a confocal Raman microscope (Horiba LabRAM HR Evolution) equipped with an excitation wavelength of 532 nm and a 50× objective (Supplementary Fig. 18). Each Raman spectrum was acquired over a collection time of 30 s and was the average of three measurements. The working electrode was a rough Au electrode loaded with catalyst. The counter electrode was a Pt wire and the reference electrode was Ag/AgCl/KCl (3.0 M). The latter was calibrated in H₂-saturated electrolyte using Pt foils as both counter and working electrodes. All OER and HER potentials were converted to the RHE scale by averaging the two zero-current potentials from cyclic voltammetry scans at 1 mV s−1. The conversion used was VRHE = VAg/AgCl + 0.61 V in 0.5 M Na₂SO₄ and VRHE = VAg/AgCl + 1.02 V in 1.0 M KOH. In addition, laser irradiation was performed for 1 h before in situ test.

Measurement of local pH distributions in catalyst layers of AEMWE

The Pt/IrO2 microelectrode was fabricated based on electrochemical cyclic voltammetry59. First, the iridium precursor solution for electrodeposition was prepared. Specifically, 0.075 g of IrCl₄·xH₂O (99.99%, Alfa Aesar) was dissolved in 50 mL of pure water and magnetically stirred for 30 min. Subsequently, 0.5 mL of H₂O₂ (30 wt%, Meryer) was added, and the mixture was further stirred magnetically for an additional 10 min. Then, 0.25 g of oxalic acid (99.5%, Meryer) was introduced, followed by continued stirring for another 10 min. Anhydrous potassium carbonate was gradually added to adjust the pH to 10.5. The resulting solution was stirred for 2 days, during which it gradually turned dark blue, and then stored at 25 °C for subsequent use. The electrodeposition experiments were conducted in a three-electrode configuration using the prepared iridium solution, with a 10 μm diameter Pt microelectrode serving as the working electrode, a Pt wire as the counter electrode, and an Ag/AgCl/KCl (3.0 M) electrode as the reference electrode. Cyclic voltammetry was carried out over a potential range of 0.2 to 0.75 V (vs. Ag/AgCl) at a scan rate of 50 mV s−1 for 100 cycles in the previously prepared Ir iridium solution. After electrodeposition, the Pt/IrO2 microelectrode was removed, rinsed with pure water, dried, and then aged in an oven at 100 °C for 2 h before being stored for further use.

To measure the local pH within AEMWEs, a three-electrode configuration was established using a Pt/IrO2 microelectrode as the working electrode, a Pt wire and an Ag/AgCl electrode as the counter electrode and reference electrode, respectively. Furthermore, precise movement of the Pt/IrO2 microelectrode was realised by the controlling of SECM. For measuring the pH within the catalyst layers, an area of 1 ×1 cm2 was opened in the bipolar plate of the AEMWE (Fig. 1c). During the test, the Pt/IrO2 microelectrode approached the catalyst layer at a rate of 0.2 μm s−1, and the open circuit potential (Eoc) was monitored. Once the tip of the Pt/IrO2 microelectrode contacted the catalyst layer, a marked change in Eoc was observed (Supplementary Fig. 4), and the Pt/IrO2 microelectrode was subsequently lifted upward at a rate of 0.2 μm s−1. When the tip was 1.0 μm away from the catalyst layer, Eoc was recorded, and the corresponding local pH value in the catalyst layer was deduced based on its relationship with Eoc (Supplementary Fig. 4), as shown detailed in the previous works47,59. The two-dimensional pH distribution with dimensions of 100 ×100 μm2 was mapped at a scan rate of 40 μm s−1. All measurements were performed for at least three repetitions.

Membrane electrode assembly (MEA)

For the AEMWE, commercial anion-exchange membranes (Sustainion X37-50, AEMION™ AF1-HNN8-50-X, or FAA-3-50; thickness: 50 μm) were employed. Each membrane was pre-treated with 1.0 M KOH for 48 h, and then treated with fresh KOH for 24 h. Next, the membrane was washed with DI water until the pH of the water reached neutral. The catalyst integration comprised two components: pre-grown catalysts directly on nickel fibres and catalysts spray-coated onto the membrane. For the spray-coated catalysts, NiFe oxide and NiMo alloy were first exfoliated from nickel felt substrates via ultrasonication. Catalyst inks were prepared by homogeneously dispersing 100 mg of the exfoliated catalysts in 10 mL of isopropanol/water mixture (9:1, v/v) with 10 wt% Sustainion XB-7 ionomer (relative to catalyst mass) under 3 h sonication. These inks were then deposited onto both sides of the pretreated AEM using ultrasonic spray coating, achieving a loading of approximately 1 mg cm⁻2. Then, the spray-coated AEM, the Ni fibres loaded with NiFe oxide (~3.0 mg cm−2) and NiMo alloy (~3.2 mg cm−2) catalysts, and Teflon gaskets were assembled together with a torque wrench tighten the screws to 5.0 N m−1 (Supplementary Fig. 1).

For each cell of the PEM stack, a Nafion 115 membrane was utilised and subjected to sequential 1-hour treatments at 80 °C in 5 wt% H₂O₂, 1.0 M H₂SO₄, and DI water, Then, the membrane was rinsed with DI water until neutral pH was achieved. Following this, commercial IrO2 (2.0 mg cm−2) and Pt/C (0.5 mgPt cm−2) catalysts were sprayed onto both sides of the prepared PEM. For catalyst inks (Pt/C and RuO₂) ink preparation, 100 mg of catalyst (Pt/C or RuO₂) was ultrasonically dispersed for 2 h at 25 °C in a 10 mL mixture of isopropanol and water (1:3 v/v) containing 5 wt% Nafion. The assembly was completed by stacking the catalyst-coated membrane with Ti fibre felts and Teflon gaskets, and tightening the screws to a torque of 5.0 N m−1 with a torque wrench.

Electrolyser and stack tests

During tests, the feed water/electrolyte was continuously supplied to both electrodes of the AEM electrolyser (active area: 1 × 1 cm2) and 10-cell stack (single cell active area: 5 × 5 cm2) using a two-channel peristaltic pump, with flow rates maintained at 20 mL/min for the electrolyser and 200 mL/min for the stack (Supplementary Note 6). The operating temperature of the electrolyser was maintained at 60 °C using a temperature controller and thermocouples integrated into the endplates. Note that the electrolytes used were pure water (pH = 7.04 ± 0.08) or 1.0 M KOH (pH = 13.93 ± 0.03), both solutions were freshly prepared before each test. Prior to testing, the electrolyser (or stack) underwent a pre-activation procedure via chronopotentiometry, with the current density stepped from 0.1 to 1.0 A cm−2 (increments of 0.1 A cm−2, 1 min per step)24. Polarisation curves without iR compensation were then recorded by stepping the voltage from 1.4 to 2.4 V (increments of 0.02 V, 20 s per step). EIS was subsequently conducted at 1.5 V, with a frequency range from 100 kHz to 0.01 Hz and an amplitude of 5 mV.