Principal component analysis on properties of binary and ternary hydrides and a comparison of metal versus metal hydride properties

被引:19
作者
George, Lyci [1 ]
Hrubiak, Ross [1 ]
Rajan, Krishna [2 ]
Saxena, Surendra K. [1 ]
机构
[1] Florida Int Univ, Ctr Study Matter Extreme Condit, Dept Mech & Mat Engn, Miami, FL 33199 USA
[2] Iowa State Univ, Dept Mat Sci & Engn, Ames, IA 50011 USA
基金
美国国家科学基金会;
关键词
Metal hydrides; Energy storage materials; Thermodynamic properties; Metals and alloys; HYDROGEN; SOLVENT;
D O I
10.1016/j.jallcom.2008.11.137
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Principal component analysis (PCA) is used to investigate interrelationship among material properties of hydrides. Property data which consist of similar to 200 compounds (binary and ternary metal hydrides) were analyzed. A comparative study was carried out among the metal properties with that of their hydrides. The observed decrease or increase of entropy, molar volume and specific heat of hydrides from that of the metals can be attributed to hydrogen bond formation, charge transfer and corresponding change in crystal structure. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:731 / 735
页数:5
相关论文
共 15 条
[1]   Selected concepts and investigations in compound classification, molecular descriptor analysis, and virtual screening [J].
Bajorath, J .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2001, 41 (02) :233-245
[2]   Metal hydrides for vehicular applications: The state of the art [J].
Chandra, D ;
Reilly, JJ ;
Chellappa, R .
JOM, 2006, 58 (02) :26-32
[3]   Technical, environmental and exergetic aspects of hydrogen energy systems [J].
Dincer, I .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2002, 27 (03) :265-285
[4]   CHARACTERISTIC VECTOR ANALYSIS OF SOLVENT EFFECTS FOR THERMODYNAMIC DATA [J].
FAWCETT, WR ;
KRYGOWSKI, TM .
CANADIAN JOURNAL OF CHEMISTRY-REVUE CANADIENNE DE CHIMIE, 1976, 54 (20) :3283-3292
[5]   Principal component analysis of polymer-solvent and filler-solvent interactions by inverse gas chromatography [J].
Héberger, K ;
Milczewska, K ;
Voelkel, A .
COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2005, 260 (1-3) :29-37
[6]   Similarities between principal components of protein dynamics and random diffusion [J].
Hess, B .
PHYSICAL REVIEW E, 2000, 62 (06) :8438-8448
[7]   OPTICAL VIBRATIONS OF HYDROGEN IN SOME RARE-EARTH MONOHALIDE HYDRIDES [J].
KREMER, RK ;
COCKROFT, JK ;
MATTAUSCH, H ;
SIMON, A ;
KEARLEY, GJ .
JOURNAL OF PHYSICS-CONDENSED MATTER, 1994, 6 (22) :4053-4066
[8]  
Malinowski F.R., 1991, Factor Analysis in Chemistry
[9]  
MELVIN RE, 2003, J CHROMATOGR A, V994, P13
[10]   SELF-CONSISTENT ELECTRONIC-STRUCTURE OF LANTHANUM DIHYDRIDE AND LANTHANUM TRIHYDRIDE [J].
MISEMER, DK ;
HARMON, BN .
PHYSICAL REVIEW B, 1982, 26 (10) :5634-5644