Classification of the Degradation of Soft Sensor Models and Discussion on Adaptive Models

Soft sensors are used widely to estimate a process variable which is difficult to measure online. One of the crucial difficulties of soft sensors is that predictive accuracy drops due to changes of state of chemical plants. It is called as the degradation of soft sensor models. In this study, we attempted to classify this degradation of models in terms of changes in an explanatory variable and an objective variable, and the rapidity of the changes. Moreover, we discussed characteristics of adaptive soft sensor models, based on the classification results. By analyzing simulated data sets and a real industrial data set, we could obtain knowledge and information on appropriate adaptive models for each type of the degradation. © 2013 American Institute of Chemical Engineers AIChE J, 59: 2339–2347, 2013     

Quantum Effects on Hydrogen Isotopes Adsorption in Nanopores

We have investigated the applicability of simulations and theoretical techniques for exploring the selectivities of hydrogen isotopes. We have simulated the adsorption isotherms of H₂ in an idealized carbon slit pore at 77 K by using the grand canonical Monte Carlo simulations with the Feynman-Hibbs effective potential (FH-GCMC) and the rigorous path integral method (PI-GCMC), and we obtained good agreement between the isotherms from both simulations. This suggests that FH-GCMC, which uses the approximative Feynman-Hibbs treatment, is as useful as PI-GCMC for exploring H₂ adsorption at 77 K. Moreover, we show that the ideal adsorption solution theory (IAST) can predict the selectivity of D₂ over H₂ in the interstices of single-wall carbon nanotube (SWNT) bundles at 77 K (below 0.1 MPa) very well by comparing the obtained results with the mixture adsorption FH-GCMC simulations. This indicates that IAST is also applicable to the estimation of the selectivity of D₂ over H₂ at moderate pressures and at 77 K from experimental single-component adsorption isotherms. We also demonstrate that the FH-GCMC simulation can reproduce the experimental adsorption isotherms of H₂ and D₂ in aluminophosphate AlPO₄-5 at 77 K. Finally, we analyze the selectivity of D₂ over H₂ by IAST with the experimental single-component adsorption isotherms of H₂ and D₂ at 77 K for a variety of adsorbents: AlPO₄-5, activated carbon fibers (ACFs), HiPco SWNT, and SWNHs. The selectivities predicted by the experimental adsorption data based on the results from the FH-GCMC simulations are presented and discussed.     

Determining surface orientations of transparent objects based on polarization degrees in visible and infrared wavelengths

Techniques for modeling an object through observation are very important in object recognition and virtual reality. A wide variety of techniques have been developed for modeling objects with opaque surfaces, whereas less attention has been paid to objects with transparent surfaces. A transparent surface has only surface reflection; it has little body reflection. We present a new method for obtaining surface orientations of transparent surfaces through analysis of the degree of polarization in surface reflection and emission in visible and far-infrared wavelengths, respectively. This parameter, the polarization degree of reflected light at the visible wavelengths, is used for determining the surface orientation at a surface point. The polarization degree at visible wavelengths provides two possible solutions, and the proposed method uses the polarization degree at far-infrared wavelengths to resolve this ambiguity.     

High-reliability, high-performance RF micromachined switch using liquid metal

Existing mechanical relays have reliability-related issues including unstable contact resistance and limited cycle life. These problems are caused by mechanical fatigue and wearing of the contact surfaces. In the liquid metal micro switch (LiMMS), we employ a liquid-liquid contact to address these issues. The switching operation is achieved by forming a gap in the liquid metal using gas expansion. Our prototype has a microchannel on a glass substrate to hold a tiny amount of mercury, 0.15 mm in width and 0.1 mm in height, and TaN thin-film heaters on a ceramic substrate to expand the operating gas by heating. The substrates are bonded together and the total size of the device is 5/spl times/5/spl times/1.4 mm. We successfully demonstrated 70-m/spl Omega/ on-resistance, 1 ms-switching speed, the ability to handle up to 1 A of dc current and over 1/spl times/10/sup 8/ cycle operation. LiMMS also has good RF performance, better than 1 dB insertion loss, and better than 20 dB isolation up to 18 GHz.     

The synthesis of silicon nitride whiskers from SiO2-N2-Na3AlF6 system

Silicon nitride (Si₃N₄) whiskers were synthesized from SiO₂-N₂-Na₃AlF₆ system. Whiskers, which were synthesized when the molar ratio of SiO₂ to Na₃AlF₆ (SiO₂/Na₃AlF₆) ranged from 2 to 8, were prismatic with a stable diameter ranging from 0.1 to 0.5 m. Therefore, the whiskers were considered to have grown by a VS mechanism. The effect of the addition of iron oxide (Fe₂O₃ : SiO₂ = 1.5–7.5 : 100) was examined when SiO₂/Na₃AlF₆ was 3, at which the maximum amount of whiskers was obtained. Since some of the whiskers, synthesized when the weight of Fe₂O₃ to that of SiO₂ ranged from 3.0 to 6.25 (Fe₂O₃ : SiO₂ = 3.0–6.25 : 100), have droplets on their tips, they were assumed to have grown by VS and VLS mechanisms. The composition of the droplets were found to be Al-Si by elemental analysis by EDAX. Since droplets composed of Al-Si have never been reported, we performed a detailed analysis of the droplets in this study.     

Fas-independent and nonapoptotic cytotoxicity mediated by a human CD4(+) T-cell clone directed against an acute myelogenous leukemia-associated DEK-CAN fusion peptide

The mechanism underlying the cytotoxicity mediated by a human CD4(+) cytotoxic T-lymphocyte (CTL) clone directed against a peptide derived from the acute myelogenous leukemia-associated fusion protein, DEK-CAN, was investigated. A DEK-CAN fusion peptide-specific CD4(+) Th0 CTL clone, designated HO-1, was established from the peripheral blood lymphocytes of a healthy individual. HO-1 exerted direct but not "innocent bystander" cytotoxicity within 2 hours. The cytotoxicity mediated by HO-1 was completely Ca2+-dependent. Because HO-1 lysed peptide-loaded Fas-deficient target cells derived from a patient with a homozygous Fas gene mutation, its cytotoxicity appeared to be mediated by a Fas-independent pathway. In addition, its cytotoxicity was only partially inhibited by treatment with concanamycin A and strontium ions, which are inhibitors of the perforin-based cytotoxic pathway. Although membrane-bound type of tumor necrosis factor-alpha (TNF-alpha) was expressed on HO-1, an anti-TNF-alpha antibody had no effect on HO-1-mediated cytotoxicity. HO-1 expressed mRNA for apoptosis-inducing mediators, including perforin, granzyme B, Fas ligand, TNF-alpha, and lymphotoxin; however, no DNA fragmentation was detected in target cells incubated with HO-1 by 5-[125I]Iodo-2'-deoxyuridine release assay and agarose gel electrophoresis of DNA. Although it has been suggested that the Fas/Fas ligand system is the main pathway by which CD4(+) CTL-mediated cytotoxicity is exerted in murine systems, HO-1 produced peptide-specific and HLA-restricted cytotoxicity via a Fas-independent and nonapoptotic pathway. The present study thus describes a novel mechanism of cytotoxicity mediated by CD4(+) CTL.     

Implications of gastric topical bioactive peptides in ammonia-induced acute gastric mucosal lesions in rats

BACKGROUND: Ammonia, one of the pathogenic factors in Helicobacter pylori-induced mucosal injury, induces acute mucosal lesions in the rat glandular stomach. METHODS: The effect of ammonia administered intragastrically on gastric peptides was investigated in urethane-anesthetized rats. RESULTS: Gastric mucosal lesions were observed 5 min after 0.3% ammonia (4 ml/kg, intragastrically). Immunoreactive endothelin-1 (ET-1) and immunoreactive thyrotropin-releasing hormone (TRH) concentrations in the gastric wall decreased significantly 2 min and 5 min after ammonia, respectively. A significant increase in gastric juice immunoreactive ET-1 and TRH levels was reciprocally observed. The severity of gastric mucosal injury and changes in gastric immunoreactive ET-1 and TRH concentrations were shown to be concentration-dependent 30 min after ammonia. Atropine (5 mg/kg, intraperitoneally, -20 min) prevented ammonia-induced injury accompanied by a block of changes in gastric immunoreactive ET-1 and TRH concentrations. BQ-485 (ET(A) receptor antagonist; 2 mg/kg, subcutaneously) also abolished ammonia-induced lesions and gastric immunoreactive TRH changes. CONCLUSIONS: These findings suggested that gastric ET-1 and TRH play a role in ammonia-induced gastric mucosal injury mediated via a muscarine and an ET(A) receptor.     

Direct projections from the entorhinal cortical layers to the dentate gyrus, hippocampus, and subicular complex in the cat

Projections from each layer of the entorhinal cortex (EC) of the cat were traced to the dentate gyrus (DG), Ammon's horn (CA), prosubiculum (ProSb), subiculum (Sb), presubiculum (PreSb) and parasubiculum (ParaSb); the anterograde or retrograde labeling method was used after stereotaxic injection of wheat germ agglutinin-horseradish peroxidase, cholera toxin B subunit, or Phaseolus vulgaris leucoagglutinin. On the side ipsilateral to the tracer-injection, layer II of the EC projected most abundantly to the outer half of the molecular layer (ML) of the DG, less abundantly to the almost entire thickness of the stratum lacunosum-moleculare (SLM) of CA2-3, moderately to the almost entire thickness of the SLM of CA1, and less to the outer part of the ML of the ProSb and Sb. Layer III projected abundantly to the almost entire thickness of the SLM of CA1 and outer part of the ML of the ProSb and Sb, and sparsely to the SLM of CA2-3. Layer IV projected sparsely to the pyramidal cell layer of the ProSb and Sb; Layer IV of the medial part (toward the ParaSb) of the EC projected further to the ML of the DG. Layer VI projected sparsely to the outer part of the ML of the DG, almost entire thickness of the SLM of CA1-3, and outer part of the ML of the ProSb and Sb. More temporal parts of the hippocampal region received the projections from progressively more medial and more rostral parts of layers II and III, and from progressively more rostral parts of layers IV and VI. The ML of the PreSb and ParaSb received projections from all layers of the medial part of the ipsilateral EC. The SLM of CA1 and ML of the ProSb, Sb and ParaSb received projections from layer II and/or III of the contralateral medial entorhinal area.