High-throughput oxygen chemical potential engineering of perovskite oxides for chemical looping applications

Wang, Xijun; Gao, Yunfei; Krzystowczyk, Emily; Iftikhar, Sherafghan; Dou, Jian; Cai, Runxia; Wang, Haiying; Ruan, Chongyan; Ye, Sheng; Li, Fanxing

doi:10.1039/d1ee02889h

High-throughput oxygen chemical potential engineering of perovskite oxides for chemical looping applications

Journal Article · Fri Feb 18 00:00:00 EST 2022 · Energy & Environmental Science

DOI:https://doi.org/10.1039/d1ee02889h· OSTI ID:1978785

^[1]; Gao, Yunfei ^[2]; Krzystowczyk, Emily ^[2]; Iftikhar, Sherafghan ^[2]; Dou, Jian ^[2]; Cai, Runxia ^[2]; Wang, Haiying ^[3]; Ruan, Chongyan ^[2]; Ye, Sheng ^[4]; ^[2]

North Carolina State University, Raleigh, NC (United States); OSTI
North Carolina State University, Raleigh, NC (United States)
North Carolina State University, Raleigh, NC (United States); Northeast Petroleum University (China)
Univ. of Science and Technology of China, Hefei (China)

Chemical looping (CL) represents a versatile, emerging strategy for sustainable chemical and energy conversion. Designing metal oxide oxygen carriers with suitable redox properties remains one of the most critical challenges to CL due to the considerably different thermodynamic property requirements for different applications. Here, taking SrFeO_3–δ as a base-structure, this study seeks to rationally substitute its A- and/or B-site cations to tailor the equilibrium oxygen partial pressure over 20 orders of magnitude. 2401 Sr_xA_1–xFe_yB_1–yO_3–δ perovskite-phase structures were investigated using high-throughput density functional theory (DFT) and 227, 273 high-entropy perovskites were screened via machine learning (ML). This significantly expands the materials design space. While most of the compositions predicted are new and nonobvious, 19 previously reported oxygen carriers, with excellent redox properties, were correctly identified by the algorithm. Moreover, we experimentally demonstrated 15 new oxygen carriers with superior redox performance. These results support the effectiveness of the high-throughput approaches for accelerated materials discovery.

View Accepted Manuscript (DOE)

Research Organization:: North Carolina State University, Raleigh, NC (United States)

Sponsoring Organization:: National Science Foundation (NSF); USDOE; USDOE Office of Fossil Energy (FE)

Grant/Contract Number:: FE0031521

OSTI ID:: 1978785

Alternate ID(s):: OSTI ID: 1846340

Journal Information:: Energy & Environmental Science, Journal Name: Energy & Environmental Science Journal Issue: 4 Vol. 15; ISSN 1754-5692

Publisher:: Royal Society of ChemistryCopyright Statement

Country of Publication:: United States

Language:: English

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