Predicting the concentration of residual methanol in industrial formalin using machine learning

In this thesis, a machine learning approach was used to develop a predictive model for residual methanol concentration in industrial formalin produced at the Akzo Nobel factory in Kristinehamn, Sweden. The MATLABTM computational environment supplemented with the Statistics and Machine LearningTM toolbox from the MathWorks were used to test various machine learning algorithms on the formalin production data from Akzo Nobel. As a result, the Gaussian Process Regression algorithm was found to provide the best results and was used to create the predictive model. The model was compiled to a stand-alone application with a graphical user interface using the MATLAB CompilerTM.

Efeito residual da aplicação de biossólido.

Entre as diversas alternativas existentes para a utilização do lodo de esgoto, a para fins agrícolas apresenta-se como uma das mais convenientes, pois, como o lodo é rico em nutrientes e com alto teor de matéria orgânica, é amplamente recomendada sua aplicação como condicionador de solo e/ou fertilizante. A proposta deste trabalho foi estudar o impacto ocasionado pelo uso agrícola do lodo de esgoto ou biossólido de origem doméstica ou industrial na evolução do pH, da CTC do solo e na acumulação de carbono, sulfato e fósforo sobre um solo argiloso bastante comum no Brasil (Latossolo Vermelho).

Efeito residual da aplicação de biossólido.

2008

Effects of small scale non-mechanised forest management and high impact and mechanised forest management on the forest dynamics and growth of the residual trees.

This study was perfonned in PSPs located at the CPAr-ACRE EMORAPA expcrirnental area and at the PC Peixoto management areas. AI CPA F-ACR E the managed area was meehanically exploited in 1992 and at PC Peixoto animal traction was used to extract the planks.

Efeitos no solo do gesso produzido em diferentes reações químicas da solução de ácido sulfúrico reciclada com carbonato de cálcio residual e óxido de cálcio.

2011

Effect of residual vanadyl ions on the spectroscopic analysis of humic acids: a multivariate approach.

In a study of the vanadyl (VO2þ)-humic acids system, the residual vanadyl ion suppressed fluorescence and specific electron paramagnetic resonance (EPR) and NMR signals. In the case of NMR, the proton rotating frame relaxation times (T1qH) indicate that this suppression is due to an inefficient H-C cross polarization, which is a consequence of a shortening of T1qH. Principal components analysis (PCA) facilitated the isolation of the effect of the VO2þ ion and indicated that the organic free radical signal was due to at least two paramagnetic centres and that the VO2þ ion preferentially suppressed the species whose electronic density is delocalized over O atoms (greater g-factor). additionally, the newly obtained variables (principal components ? PC) indicated that, as the result of the more intense tillage a relative increase occurred in the accumulation of: (i) recalcitrant structures; (ii) lignin and long-chain alkyl structures; and (iii) organic free radicals with smaller g-factors.

Relationships between residual intake and gain, performance, feeding behavior and body measures in Brahman young bulls

2016

Residual effects of pesticides in peach orchards on the maize weevil Sitophilus zeamais (Coleoptera: Curculionidae)¹.

2016

Association analyses pointed the TIPARP as a potential candidate gene influencing residual feed intake variation in Nelore cattle.

2016