Musiikkianalyysimetodien synteesi nykyjazzin tutkimuksessa : Esimerkkinä Pat Methenyn ’The Red One’

Tarkastelen pro gradu -työssäni perinteisten, lähinnä duuri-mollitonaalisen musiikin analysoimiseen kehitettyjen metodien synteesin soveltuvuutta nykyjazzin tutkimisessa. Musiikkianalyysin kohteena on amerikkalaisen jazzkitaristin Pat Methenyn (s. 1954) säveltämä kappale 'The Red One' levyltä I Can See Your House From Here (1994). Nykyjazz rakentuu paljolti länsimaisen taidemusiikin tonaalisille ja modaalisille käytänteille, joten sitä on perusteltua tutkia länsimaisen taidemusiikin analysointiin kehitetyin metodein. Jazzin runsas lisäsävelisyys ja improvisointi aiheuttavat kuitenkin perinteisille analyysimetodeille ongelmia – olenkin analyyttisissä ongelmatapauksissa kiinnittänyt huomion metodien tarkasteluun ja kehittämiseen jazzin musiikillisia käytänteitä vastaaviksi. 'The Red Onesta' on saatavana ainakin kaksi erilaista painettua nuottia (Liite 3), mutta analyysin olen tehnyt kappaleen esitykseen perustuvan transkription pohjalta (Liite 1), joka poikkeaa ajoittain huomattavastikin painetuista nuoteista. Työni pohjalta väitänkin, että jazzkappaleita on mielekkäintä analysoida transkriptioon tai tarkkaan analyyttiseen kuunteluun tukeutuen: jazz on luonteeltaan improvisatorista ja esittäjälähtöistä; painetuista nuoteista on tavallisesti poistettu useita yksityiskohtia. Läpi tutkimuksen painotan musiikin historian ja analyysimetodien tuntemista: Luvussa kaksi esittelen jazzin historiaa aina varhaisesta bluesista nykyiseen elävään musiikkitraditioon. Luvussa kolme käyn läpi työni kannalta merkittävimmät analyysimetodit. Varsinaisessa käsittelyluvussa yhdistän perinteisen sointuanalyysimetodin sointu-asteikkoteoriaan ja esittelen uuden analyyttisen merkintätavan. Uusi merkintätapa koostuu kolmesta hierarkkisesta osiosta, joiden merkitystä voidaan muuttaa aina kulloinkin analysoitavan kappaleen ehdoilla siten, että osioiden välinen suhde korostaa mielekkäästi tutkittavan kappaleen tekstuuria; usean osion käyttäminen mahdollistaa musiikillisen kontekstin huomioimisen oli analyysin painopiste sitten harmoniassa, melodiassa tai esimerkiksi tietyssä instrumentissa.

Process Analytical Technology Approach on Fluid Bed Granulation and Drying : Identifying Critical Relationships and Constructing the Design Space

Fluid bed granulation is a key pharmaceutical process which improves many of the powder properties for tablet compression. Dry mixing, wetting and drying phases are included in the fluid bed granulation process. Granules of high quality can be obtained by understanding and controlling the critical process parameters by timely measurements. Physical process measurements and particle size data of a fluid bed granulator that are analysed in an integrated manner are included in process analytical technologies (PAT). Recent regulatory guidelines strongly encourage the pharmaceutical industry to apply scientific and risk management approaches to the development of a product and its manufacturing process. The aim of this study was to utilise PAT tools to increase the process understanding of fluid bed granulation and drying. Inlet air humidity levels and granulation liquid feed affect powder moisture during fluid bed granulation. Moisture influences on many process, granule and tablet qualities. The approach in this thesis was to identify sources of variation that are mainly related to moisture. The aim was to determine correlations and relationships, and utilise the PAT and design space concepts for the fluid bed granulation and drying. Monitoring the material behaviour in a fluidised bed has traditionally relied on the observational ability and experience of an operator. There has been a lack of good criteria for characterising material behaviour during spraying and drying phases, even though the entire performance of a process and end product quality are dependent on it. The granules were produced in an instrumented bench-scale Glatt WSG5 fluid bed granulator. The effect of inlet air humidity and granulation liquid feed on the temperature measurements at different locations of a fluid bed granulator system were determined. This revealed dynamic changes in the measurements and enabled finding the most optimal sites for process control. The moisture originating from the granulation liquid and inlet air affected the temperature of the mass and pressure difference over granules. Moreover, the effects of inlet air humidity and granulation liquid feed rate on granule size were evaluated and compensatory techniques used to optimize particle size. Various end-point indication techniques of drying were compared. The ∆T method, which is based on thermodynamic principles, eliminated the effects of humidity variations and resulted in the most precise estimation of the drying end-point. The influence of fluidisation behaviour on drying end-point detection was determined. The feasibility of the ∆T method and thus the similarities of end-point moisture contents were found to be dependent on the variation in fluidisation between manufacturing batches. A novel parameter that describes behaviour of material in a fluid bed was developed. Flow rate of the process air and turbine fan speed were used to calculate this parameter and it was compared to the fluidisation behaviour and the particle size results. The design space process trajectories for smooth fluidisation based on the fluidisation parameters were determined. With this design space it is possible to avoid excessive fluidisation and improper fluidisation and bed collapse. Furthermore, various process phenomena and failure modes were observed with the in-line particle size analyser. Both rapid increase and a decrease in granule size could be monitored in a timely manner. The fluidisation parameter and the pressure difference over filters were also discovered to express particle size when the granules had been formed. The various physical parameters evaluated in this thesis give valuable information of fluid bed process performance and increase the process understanding.

Towards real-time understanding of processes in pharmaceutical powder technology

There is a need for better understanding of the processes and new ideas to develop traditional pharmaceutical powder manufacturing procedures. Process analytical technology (PAT) has been developed to improve understanding of the processes and establish methods to monitor and control processes. The interest is in maintaining and even improving the whole manufacturing process and the final products at real-time. Process understanding can be a foundation for innovation and continuous improvement in pharmaceutical development and manufacturing. New methods are craved for to increase the quality and safety of the final products faster and more efficiently than ever before. The real-time process monitoring demands tools, which enable fast and noninvasive measurements with sufficient accuracy. Traditional quality control methods have been laborious and time consuming and they are performed off line i.e. the analysis has been removed from process area. Vibrational spectroscopic methods are responding this challenge and their utilisation have increased a lot during the past few years. In addition, other methods such as colour analysis can be utilised in noninvasive real-time process monitoring. In this study three pharmaceutical processes were investigated: drying, mixing and tabletting. In addition tablet properties were evaluated. Real-time monitoring was performed with NIR and Raman spectroscopies, colour analysis, particle size analysis and compression data during tabletting was evaluated using mathematical modelling. These methods were suitable for real-time monitoring of pharmaceutical unit operations and increase the knowledge of the critical parameters in the processes and the phenomena occurring during operations. They can improve our process understanding and therefore, finally, enhance the quality of final products.

Investigating physical properties of solid dosage forms during pharmaceutical processing : Process analytical applications of vibrational spectroscopy

In order to improve and continuously develop the quality of pharmaceutical products, the process analytical technology (PAT) framework has been adopted by the US Food and Drug Administration. One of the aims of PAT is to identify critical process parameters and their effect on the quality of the final product. Real time analysis of the process data enables better control of the processes to obtain a high quality product. The main purpose of this work was to monitor crucial pharmaceutical unit operations (from blending to coating) and to examine the effect of processing on solid-state transformations and physical properties. The tools used were near-infrared (NIR) and Raman spectroscopy combined with multivariate data analysis, as well as X-ray powder diffraction (XRPD) and terahertz pulsed imaging (TPI). To detect process-induced transformations in active pharmaceutical ingredients (APIs), samples were taken after blending, granulation, extrusion, spheronisation, and drying. These samples were monitored by XRPD, Raman, and NIR spectroscopy showing hydrate formation in the case of theophylline and nitrofurantoin. For erythromycin dihydrate formation of the isomorphic dehydrate was critical. Thus, the main focus was on the drying process. NIR spectroscopy was applied in-line during a fluid-bed drying process. Multivariate data analysis (principal component analysis) enabled detection of the dehydrate formation at temperatures above 45°C. Furthermore, a small-scale rotating plate device was tested to provide an insight into film coating. The process was monitored using NIR spectroscopy. A calibration model, using partial least squares regression, was set up and applied to data obtained by in-line NIR measurements of a coating drum process. The predicted coating thickness agreed with the measured coating thickness. For investigating the quality of film coatings TPI was used to create a 3-D image of a coated tablet. With this technique it was possible to determine coating layer thickness, distribution, reproducibility, and uniformity. In addition, it was possible to localise defects of either the coating or the tablet. It can be concluded from this work that the applied techniques increased the understanding of physico-chemical properties of drugs and drug products during and after processing. They additionally provided useful information to improve and verify the quality of pharmaceutical dosage forms