PRX EnergyPub Date : 2023-10-09DOI: 10.1103/prxenergy.2.043005
Peichen Zhong, Fengyu Xie, Luis Barroso-Luque, Liliang Huang, Gerbrand Ceder
{"title":"Modeling Intercalation Chemistry with Multiredox Reactions by Sparse Lattice Models in Disordered Rocksalt Cathodes","authors":"Peichen Zhong, Fengyu Xie, Luis Barroso-Luque, Liliang Huang, Gerbrand Ceder","doi":"10.1103/prxenergy.2.043005","DOIUrl":"https://doi.org/10.1103/prxenergy.2.043005","url":null,"abstract":"Modern battery materials can contain many elements with substantial site disorder, and their configurational state has been shown to be critical for their performance. The intercalation voltage profile is a critical parameter to evaluate the performance of energy storage. The application of commonly used cluster expansion techniques to model the intercalation thermodynamics of such systems from textit{ab-initio} is challenged by the combinatorial increase in configurational degrees of freedom as the number of species grows. Such challenges necessitate efficient generation of lattice models without over-fitting and proper sampling of the configurational space under charge balance in ionic systems. In this work, we introduce a combined approach that addresses these challenges by (1) constructing a robust cluster-expansion Hamiltonian using the sparse regression technique, including $ell_0ell_2$-norm regularization and structural hierarchy; and (2) implementing semigrand-canonical Monte Carlo to sample charge-balanced ionic configurations using the table-exchange method and an ensemble-average approach. These techniques are applied to a disordered rocksalt oxyfluoride Li$_{1.3-x}$Mn$_{0.4}$Nb$_{0.3}$O$_{1.6}$F$_{0.4}$ (LMNOF) which is part of a family of promising earth-abundant cathode materials. The simulated voltage profile is found to be in good agreement with experimental data and particularly provides a clear demonstration of the Mn and oxygen contribution to the redox potential as a function of Li content.","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135093880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-10-06DOI: 10.1103/prxenergy.2.043004
Jong Woong Park, Young-Kwang Jung, Aron Walsh
{"title":"Metal Halide Thermoelectrics: Prediction of High-Performance CsCu2I3","authors":"Jong Woong Park, Young-Kwang Jung, Aron Walsh","doi":"10.1103/prxenergy.2.043004","DOIUrl":"https://doi.org/10.1103/prxenergy.2.043004","url":null,"abstract":"Thermoelectric devices can directly convert waste heat into electricity, which makes them an important clean energy technology. The underlying materials performance can be evaluated by the dimensionless figure of merit ZT. Metal halides are attractive candidates due to their chemical flexibility and ease of processing; however, the maximum ZT realized (ZT=0.15) falls far below the level needed for commercialization (ZT>1). Using a first-principles procedure, we assess the thermoelectric potential of copper halide CsCu2I3, which features one-dimensional Cu-I connectivity. The n-type crystal is predicted to exhibit a maximum ZT of 2.2 at 600 K along the b axis. The strong phonon anharmonicity of this system is shown by locally stable noncentrosymmetric Amm2 structures that are averaged to form the observed centrosymmetric Cmcm space group. Our work provides insights into the structure-property relations in metal halide thermoelectrics and suggests a path forward to engineer higher-performance heat-to-electricity conversion.3 MoreReceived 5 May 2023Revised 8 August 2023Accepted 24 August 2023DOI:https://doi.org/10.1103/PRXEnergy.2.043004Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.Published by the American Physical SocietyPhysics Subject Headings (PhySH)Research AreasEnergy materialsFirst-principles calculationsThermoelectricsCondensed Matter, Materials & Applied PhysicsEnergy Science & Technology","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135351975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-10-04DOI: 10.1103/prxenergy.2.043003
Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut
{"title":"Physics-Informed Machine Learning for Power Grid Frequency Modeling","authors":"Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut","doi":"10.1103/prxenergy.2.043003","DOIUrl":"https://doi.org/10.1103/prxenergy.2.043003","url":null,"abstract":"Toward unlocking the mysteries of power grid dynamics, a physics-inspired machine learning model reveals hidden dependencies and enables precise probabilistic predictions in the power system of continental Europe.","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135597612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-10-03DOI: 10.1103/prxenergy.2.043002
Yu Kumagai, Seán R. Kavanagh, Issei Suzuki, Takahisa Omata, Aron Walsh, David O. Scanlon, Haruhiko Morito
{"title":"Alkali Mono-Pnictides: A New Class of Photovoltaic Materials by Element Mutation","authors":"Yu Kumagai, Seán R. Kavanagh, Issei Suzuki, Takahisa Omata, Aron Walsh, David O. Scanlon, Haruhiko Morito","doi":"10.1103/prxenergy.2.043002","DOIUrl":"https://doi.org/10.1103/prxenergy.2.043002","url":null,"abstract":"Selenium (Se) has been studied for over 140 years as the first solid-state solar cell, yet it has only achieved a maximum power conversion efficiency of 6.5%. To improve the efficiency, we propose derivative structures via element mutation. Specifically, we replace Se with Group 15 pnictogens (Pn = P,As,Sb) and fill the interchain space with alkali metals (M = Li,Na,K,Rb,Cs). Our calculations reveal that the band gaps of MPn span the optimal range for solar absorption. We find that NaP, composed of earth-abundant elements, has excellent properties as a solar cell absorber, including a slightly indirect band gap, high optical absorption coefficient just above the absorption onset, light electron and hole effective masses, and ambipolar dopability. However, carrier capture calculations show that P vacancies may limit its photovoltaic performance. Therefore, we propose solutions to reduce P vacancies through chemical potential control. Finally, we present preliminary results of NaP powder sample growth; this reveals a direct band gap of 1.66 eV, close to the predicted value of 1.62 eV. MPn represents a new class of absorber to rival other emerging photovoltaic technologies.2 MoreReceived 20 May 2023Revised 31 July 2023Accepted 14 August 2023DOI:https://doi.org/10.1103/PRXEnergy.2.043002Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI.Published by the American Physical SocietyPhysics Subject Headings (PhySH)Research AreasSolar cellsTechniquesDensity functional calculationsFirst-principles calculationsCondensed Matter, Materials & Applied Physics","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135738573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-10-02DOI: 10.1103/prxenergy.2.043001
Henning Otto, Clemens Naumann, Christian Odenthal, Christian Cierpka
{"title":"Unsteady Inherent Convective Mixing in Thermal-Energy-Storage Systems during Standby Periods","authors":"Henning Otto, Clemens Naumann, Christian Odenthal, Christian Cierpka","doi":"10.1103/prxenergy.2.043001","DOIUrl":"https://doi.org/10.1103/prxenergy.2.043001","url":null,"abstract":"Experimental studies of the fluid dynamics of small- and large-scale stratified-thermal-storage tanks demonstrate that inherent flow near the tank sidewalls increases mixing of the hot and cold fluid layers and decreases the energy storage efficiency.","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135790418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-09-12DOI: 10.1103/prxenergy.2.033014
Tammo K. Schwietert, Pierfrancesco Ombrini, Laura S. Ootes, Leon Oostrum, Victor Azizi, Daniel Cogswell, Juner Zhu, Martin Z. Bazant, Marnix Wagemaker, Alexandros Vasileiadis
{"title":"Phase-Field Computational Framework for Addressing Challenges in Solid-State Batteries","authors":"Tammo K. Schwietert, Pierfrancesco Ombrini, Laura S. Ootes, Leon Oostrum, Victor Azizi, Daniel Cogswell, Juner Zhu, Martin Z. Bazant, Marnix Wagemaker, Alexandros Vasileiadis","doi":"10.1103/prxenergy.2.033014","DOIUrl":"https://doi.org/10.1103/prxenergy.2.033014","url":null,"abstract":"","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135827014","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-09-01DOI: 10.1103/prxenergy.2.033013
Calvin Fai, C. Hages, Anthony J.C. Ladd
{"title":"Rapid Optoelectronic Characterization of Semiconductors by Combining Bayesian Inference with Metropolis Sampling","authors":"Calvin Fai, C. Hages, Anthony J.C. Ladd","doi":"10.1103/prxenergy.2.033013","DOIUrl":"https://doi.org/10.1103/prxenergy.2.033013","url":null,"abstract":"","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128649502","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
PRX EnergyPub Date : 2023-08-24DOI: 10.1103/prxenergy.2.033012
Feilong Wang, Meiling Xu, Shuyi Lin, Jian Hao, Yanchao Wang, Hong Jian Zhao, Yinwei Li
{"title":"Be2C5 Monolayer with Quasiplanar Pentacoordinate Carbon Atoms and Ultrahigh Energy Density as a Dirac Anode for Potassium-Ion Batteries","authors":"Feilong Wang, Meiling Xu, Shuyi Lin, Jian Hao, Yanchao Wang, Hong Jian Zhao, Yinwei Li","doi":"10.1103/prxenergy.2.033012","DOIUrl":"https://doi.org/10.1103/prxenergy.2.033012","url":null,"abstract":"Structure prediction methods and first-principles calculations are combined to propose a Dirac anode material for potassium ion batteries, namely a thermodynamically stable Be${}_{2}$C${}_{5}$ monolayer.","PeriodicalId":311086,"journal":{"name":"PRX Energy","volume":"400 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135420492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}