79 research outputs found
An Application of the Computable General Equilibrium Model to Analyze U.S. Ariculture
The effects of exchange rate and capital stock changes are analyzed using a CGE model for the United States. The model is in the Walrasion tradition and is calibrated to 1982 data. Results indicate that a devaluation of the U.S. dollar has a positive effect on the agricultural sector and balance of trade, but has a negative effect on consumers
Innovative framework for effective service parts management in the automotive industry
Effective service parts management and demand forecasting are crucial for optimizing operations in the automotive industry. However, existing literature lacks a comprehensive framework tailored to the specific context of the Thai automotive sector. This study addresses this gap by proposing a strategic approach to service parts management and demand forecasting in the Thai automotive industry. Drawing on a diverse set of methodologies, including classical time series models and advanced machine learning techniques, various forecasting models were assessed to identify the most effective approach for predicting service parts demand. Categorization of service parts based on demand criteria was conducted, and decision rules were developed to guide stocking strategies, balancing the need to minimize service disruptions with cost optimization. This analysis reveals substantial cost savings potential through strategic stocking guided by the developed decision rules. Furthermore, evaluation of the performance of different forecasting models recommends the adoption of Support Vector Regressor (SVR) as the most accurate model for forecasting service parts demand in this context. This research contributes to the automotive service industry by providing a nuanced framework for service parts management and demand forecasting, leading to cost-effective operations and enhanced service quality. The findings offer valuable insights for practitioners and policymakers seeking to improve efficiency and sustainability in the Thai automotive sector
Pulsed Feedback Defers Cellular Differentiation
Environmental signals induce diverse cellular differentiation programs. In certain systems, cells defer differentiation for extended time periods after the signal appears, proliferating through multiple rounds of cell division before committing to a new fate. How can cells set a deferral time much longer than the cell cycle? Here we study Bacillus subtilis cells that respond to sudden nutrient limitation with multiple rounds of growth and division before differentiating into spores. A well-characterized genetic circuit controls the concentration and phosphorylation of the master regulator Spo0A, which rises to a critical concentration to initiate sporulation. However, it remains unclear how this circuit enables cells to defer sporulation for multiple cell cycles. Using quantitative time-lapse fluorescence microscopy of Spo0A dynamics in individual cells, we observed pulses of Spo0A phosphorylation at a characteristic cell cycle phase. Pulse amplitudes grew systematically and cell-autonomously over multiple cell cycles leading up to sporulation. This pulse growth required a key positive feedback loop involving the sporulation kinases, without which the deferral of sporulation became ultrasensitive to kinase expression. Thus, deferral is controlled by a pulsed positive feedback loop in which kinase expression is activated by pulses of Spo0A phosphorylation. This pulsed positive feedback architecture provides a more robust mechanism for setting deferral times than constitutive kinase expression. Finally, using mathematical modeling, we show how pulsing and time delays together enable “polyphasic” positive feedback, in which different parts of a feedback loop are active at different times. Polyphasic feedback can enable more accurate tuning of long deferral times. Together, these results suggest that Bacillus subtilis uses a pulsed positive feedback loop to implement a “timer” that operates over timescales much longer than a cell cycle
Long-term results of 32-mm alumina-on-alumina THA for avascular necrosis of the femoral head
BACKGROUND:
Ceramic bearings in total hip arthroplasty (THA) have been introduced in clinical practice to minimize the problem of polyethylene particle-induced osteolysis. The aim of the study is to report the results of 68 consecutive alumina-on-alumina THAs done in 61 patients for avascular necrosis (AVN) of the femoral head.
MATERIALS AND METHODS:
In all implants a press-fit cup was used; it was combined with a 32-mm alumina head and with titanium-alloy stems. The mean age at surgery was 50 years. At an average follow-up of 13 years two hips have been revised, one for periprosthetic infection and one for excessive abduction of the cup.
RESULTS:
No revision for aseptic loosening is recorded; one anatomical cementless femoral stem had radiological evidence of definite aseptic loosening. No dislocations occurred, and no osteolysis was observed.
CONCLUSIONS:
The results support the application of alumina-alumina THA for long-lasting replacements
Fluctuations in spo0A Transcription Control Rare Developmental Transitions in Bacillus subtilis
Phosphorylated Spo0A is a master regulator of stationary phase development in the model bacterium Bacillus subtilis, controlling the formation of spores, biofilms, and cells competent for transformation. We have monitored the rate of transcription of the spo0A gene during growth in sporulation medium using promoter fusions to firefly luciferase. This rate increases sharply during transient diauxie-like pauses in growth rate and then declines as growth resumes. In contrast, the rate of transcription of an rRNA gene decreases and increases in parallel with the growth rate, as expected for stable RNA synthesis. The growth pause-dependent bursts of spo0A transcription, which reflect the activity of the spo0A vegetative promoter, are largely independent of all known regulators of spo0A transcription. Evidence is offered in support of a “passive regulation” model in which RNA polymerase stops transcribing rRNA genes during growth pauses, thus becoming available for the transcription of spo0A. We show that the bursts are followed by the production of phosphorylated Spo0A, and we propose that they represent initial responses to stress that bring the average cell closer to the thresholds for transition to bimodally expressed developmental responses. Measurement of the numbers of cells expressing a competence marker before and after the bursts supports this hypothesis. In the absence of ppGpp, the increase in spo0A transcription that accompanies the entrance to stationary phase is delayed and sporulation is markedly diminished. In spite of this, our data contradicts the hypothesis that sporulation is initiated when a ppGpp-induced depression of the GTP pool relieves repression by CodY. We suggest that, while the programmed induction of sporulation that occurs in stationary phase is apparently provoked by increased flux through the phosphorelay, bet-hedging stochastic transitions to at least competence are induced by bursts in transcription
Vapour phase catalytic transformations of 3-carene over chromium impregnated zeolites: Influence of organic bases
162-168Large pore zeolites, 13X and Y and medium
pore zeolite ZSM-5 were synthesised by hydrothermal method, partially converted
them into H-form by ion exchange. Each was impregnated with 2% Cr and they were
characterised by physicochemical analysis
Influence of coke on the aromatization of 3-carene in the vapour phase over zeolites
264-269Conversions
of 3-carene to cymenes over Na13X, NaY and NaZSM-5 are less than over NaH13X
(29% proton exchange), NaHY (33% proton exchange) and NaHZSM-5 (35% proton
exchange). In the presence of oxygen, at its different
partial
pressures, the formation of cymenes increases significantly with increase in
time on stream, indicating the formations of some species in the coke during
the reaction which enhances the activity of the catalysts. To identify the
species that cause enhancement of the activity, zeolite NaHY (catalyst B) has been
doped with different amounts of NaOH and the reactions have been carried out
over them at 350°C, at a contact time of 1.0 h (contact time is expressed as
the reciprocal of Whsv, the weight hourly space velocity
representing the weight of 3-carene passed over 1 g of catalyst per hour). The
coke deposited has been examined by IR, ESR and XRD. Formation of quinone type
of carbonyl group, responsible for the enhanced activity of the zeolites is observed.
The participation of the quinone group in the dehydrogenation process is
confirmed
by extracting
the coke after the reaction and the same reaction is carried out over the
extracted coke both in the presence and in the absence of oxygen under the same
experimental conditions. The quinone group is present in an atmosphere of
oxygen but is absent if there is no oxygen
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