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81.
82.
Aditya Putranto Xiao Dong Chen Sakamon Devahastin Zongyuan Xiao Paul A. Webley 《Chemical engineering science》2011,(10):2149
A ‘good’ drying model is important for the design of dryer, evaluation of dryer performance and prediction of product quality. Among the available models, the reaction engineering approach (REA) is a lumped model, proven to be simple, robust and accurate to model drying of several materials. In this paper, the REA is implemented to model intermittent drying, which is usually practiced for saving energy consumption and maintaining product quality during drying, under time-varying drying air temperature and humidity, which is a challenging drying case to model. For this purpose, the equilibrium activation energy (ΔEv,b) is defined according to the drying settings in each time period and combined with the relative activation energy (ΔEv/ΔEv,b) generated from the convective drying experimental data obtained under constant drying conditions. The mass and heat balances also implement the corresponding drying settings in each time period during the intermittent drying. The results indicate that the REA can describe both the moisture content and temperature profiles of the intermittent drying under time-varying drying air temperature and humidity well. The accuracy, simplicity and robustness of the REA for the intermittent drying under time-varying drying air temperature and humidity are proven here. This has provided a major and significant extension of the REA on modeling challenging drying cases. 相似文献
83.
Aditya M.Vora 《半导体学报》2012,33(6):062001-5
The stacking fault energy of single crystals has been reported using the peak shift method. Presently studied all single crystals are grown by using a direct vapor transport (DVT) technique in the laboratory. The structural characterizations of these crystals are made by XRD. Considerable variations are shown in deformation (α) and growth (β) probabilities in single crystals due to off-stoichiometry, which possesses the stacking fault in the single crystal. 相似文献
84.
Aditya M. Vora 《Frontiers of Materials Science in China》2009,3(3):285-300
The vibrational dynamics of some Zr-based bulkmetallic glasses were studied at room temperature in terms of phonon eigen frequencies
of longitudinal and transverse modes employing three different approaches proposed by Hubbard-Beeby (HB), Takeno-Goda (TG)
and Bhatia-Singh (BS). The well recognized model potential is employed successfully to explain electron-ion interaction in
the metallic glass. The present findings of phonon dispersion curve are found to be in fair agreement with available theoretical
as well as experimental data. The thermodynamic properties obtained by the HB and TG approaches are found to be much lower
than those obtained by the BS approach. 相似文献
85.
In engineering design and analysis, mathematical models that generally involve a number of uncertain parameters are frequently employed for decision making. Over the years, a number of techniques have been developed to quantify model output uncertainty contributed by uncertain input parameters. Typically, the methods that are easy to apply may give inaccurate estimates of model output uncertainty. Other methods that reliably produce very accurate results are either difficult to apply or require intensive computational effort. This paper describes the development of generic expectation functions as a function of means and coefficients of variation of input random variables. The generic expectation functions are straightforward to develop, and apply to problems related to reliability, risk, and uncertainty analysis. Several expectation functions based on commonly used probability distributions have been developed. Using them, any order of moment can be estimated exactly. It is found that if exact moments of the model output are available, one can find a good estimate of reliability, risk, and uncertainty of a system without knowing its model output distribution exactly. This technique is applicable when an output variable is a function of several independent random variables in multiplicative, additive, or combined (multiplicative and additive) forms. A practical example is presented to demonstrate the application of generic expectation functions. 相似文献
86.
Howard Marc W.; Jing Bing; Rao Vinayak A.; Provyn Jennifer P.; Datey Aditya V. 《Canadian Metallurgical Quarterly》2009,35(2):391
In episodic memory tasks, associations are formed between items presented close together in time. The temporal context model (TCM) hypothesizes that this contiguity effect is a consequence of shared temporal context rather than temporal proximity per se. Using double-function lists of paired associates (e.g., A–B, B–C) presented in a random order, the authors examined associations between items that were not presented close together in time but that were presented in similar temporal contexts. After learning, across-pair associations fell off with distance in the list, as if subjects had integrated the pairs into a coherent memory structure. Within-pair associations (e.g., A–B) were strongly asymmetric favoring forward transitions; across-pair associations (e.g., A–C) showed no evidence of asymmetry. While this pattern of results presented a stern challenge for a heteroassociative mediated chaining model, TCM provided an excellent fit to the data. These findings suggest that contiguity effects in episodic memory do not reflect direct associations between items but rather a process of binding, encoding, and retrieval of a gradually changing representation of temporal context. (PsycINFO Database Record (c) 2010 APA, all rights reserved) 相似文献
87.
Aditya Wagh Xu Li Raghuram Sudhaakar Sateesh Addepalli Chunming Qiao 《Ad hoc Networks》2013,11(7):2083-2095
This work addresses a unique data fusion problem in Vehicular Cyber-Physical Systems (VCPS) arising from Human Factors (HF) considerations. Typically, a VCPS message intended for human drivers is composed of many data elements (DEs), and different messages can be fused by the sender before transmission e.g., by eliminating identical (or redundant) DEs in order to save transmission bandwidth in the wireless network. Still, not all distinct DEs can be received properly due to the limited transmission resources available to the sender and/or transmission errors. Subsequently, some of the messages intended for a driver cannot be delivered. On the other hand, a partially delivered message may still be beneficial (in terms of generating some utility) to a driver. More specifically, when considering HF, the DEs can be grouped into two distinct parts: essential and auxiliary. While a partially reconstructed message missing even a single essential DE fails to produce any benefit (or utility) for a driver, each auxiliary DE can independently produce an additional utility so long as all the essential DEs of the message are also available.In this paper, we deal with a new Driver-in-the-Loop Data Fusion Problem (DDFP) with the primary issue being: given a list of out-going messages and a limit on the number of DEs that can be transmitted, how does the sender choose which DEs (each carrying a different utility) to transmit, in order to maximize the system-wide utility at the receiver. We formulate DDFP mathematically, and prove it to be NP-Complete. We study DDFP in both ideal and lossy communication networks, and propose several efficient algorithms for them. Besides the Single-Sender-Single-Receiver model, we also look into DDFP in Multiple-Sender-Single-Receiver and Single-Sender-Multiple-Receiver models with several practical considerations. Numerical results from large scale simulations are also presented. 相似文献
88.
Shipra Agrawal Jayant R. Haritsa B. Aditya Prakash 《Data mining and knowledge discovery》2009,18(1):101-139
To preserve client privacy in the data mining process, a variety of techniques based on random perturbation of individual
data records have been proposed recently. In this paper, we present FRAPP, a generalized matrix-theoretic framework of random
perturbation, which facilitates a systematic approach to the design of perturbation mechanisms for privacy-preserving mining.
Specifically, FRAPP is used to demonstrate that (a) the prior techniques differ only in their choices for the perturbation
matrix elements, and (b) a symmetric positive-definite perturbation matrix with minimal condition number can be identified,
substantially enhancing the accuracy even under strict privacy requirements. We also propose a novel perturbation mechanism
wherein the matrix elements are themselves characterized as random variables, and demonstrate that this feature provides significant
improvements in privacy at only a marginal reduction in accuracy. The quantitative utility of FRAPP, which is a general-purpose
random-perturbation-based privacy-preserving mining technique, is evaluated specifically with regard to association and classification
rule mining on a variety of real datasets. Our experimental results indicate that, for a given privacy requirement, either
substantially lower modeling errors are incurred as compared to the prior techniques, or the errors are comparable to those
of direct mining on the true database.
A partial and preliminary version of this paper appeared in the Proc. of the 21st IEEE Intl. Conf. on Data Engineering (ICDE),
Tokyo, Japan, 2005, pgs. 193–204. 相似文献
89.
Aditya M. Vora 《Frontiers of Materials Science in China》2007,1(4):366-378
The vibrational dynamics of three Ca-based non-crystalline alloys viz. Ca70Mg30, Ca70Zn30 and Ca60Al40 have been studied at room temperature in terms of the phonon eigen frequencies of longitudinal and transverse modes, employing
three theoretical formulations given by Hubbard-Beeby (HB), Takeno-Goda (TG) and Bhatia-Singh (BS). Five local field correction
functions viz. Hartree (H), Taylor (T), Ichimaru-Utsumi (IU), Farid et al. (F) and Sarkar et al. (S) are used for the first
time in the present investigation to study the screening influence on the aforesaid properties. The pseudo-alloy-atom (PAA)
model is applied for the first time instead of Vegard’s Law. Long wavelength limits of the phonon modes are used to investigate
the elastic and thermal properties of the system. The low temperature specific heat is also calculated from the elastic limit
of the phonon dispersion curves (PDCs). The present findings of the PDCs of Ca70Mg30 glass are found in fair agreement with available theoretical and experimental data. 相似文献