25 resultados para Effective method

em Doria (National Library of Finland DSpace Services) - National Library of Finland, Finland


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Turvatekniikan keskuksella (TUKES) on valvottavanaan noin 1 000 teollisuuslaitosta, joissa on räjähdysvaarallisia tiloja. Olosuhdedirektiivin (1999/92/EY) mukainen kansal-linen asetus (VNa 576/2003) tuli voimaan 1.9.2003. Asetus koskee uusia räjähdysvaa-rallisia tiloja välittömästi, kun taas käytössä olevat tilat on saatettava sen mukaisiksi 30.6.2006 mennessä. Asetus edellyttää, että työnantaja laatii räjähdysvaarallisille tiloille räjähdyssuojausasiakirjan ja arvioi kirjallisesti näissä tiloissa käytettävien, ilman Ex-merkkiä olevien työvälineiden riskin. Räjähdyssuojausasiakirjan ja kirjallisena tehdyn riskin arvioinnin eräs keskeinen tarkoitus on varmistaa mahdollisten syttymislähteiden laaja-alainen hallinta ja pienentää onnettomuusriskiä. Tässä diplomityössä selvitetään, mitä riskin arvioinnin täytyy sisältää ja etsitään tehokas menetelmä arvioinnin tekoon. Kolmelta yritykseltä saatiin tutkittavaksi niiden alalle tyypillinen muu kuin sähkölaite, jota käytetään räjähdysvaarallisessa tilassa. Laitteiden tuli olla Ex-merkittömiä ja olla ollut käytössä ennen asetuksen voimaan tuloa. Laitteiden ja niiden dokumenttien tutkimisella testattiin eri menetelmien soveltuvuutta riskin arviointiin. Samalla selvitettiin jo käytössä olevien laitteiden turvallisuustaso. Jokaisen pilottitapauksen kohdalla on arvioinnissa menetelty eri tavoin. Työssä esitellään keskeisimmät menetelmät, joilla riskin arviointi voidaan tehdä. Suosi-tuksena esitellään ratkaisumalli, jonka avulla voidaan päätellä laitteen tarvitsema riskinarviointimenetelmä. Pilottitapauksia arvioitiin laitteiden sijoituksen ja lukumäärän pohjalta. Suosituksena on, että riskin arvioinnissa lähdetään liikkeelle itse laitteesta ja sen soveltuvuudesta räjähdysvaaralliseen tilaan. Tällä tavalla pystytään kohdistamaan käytössä olevat resurssit paremmin niihin laitteisiin, jotka vaativat tarkemman riskin arvioinnin. Pilottitapausten perusteella räjähdysvaaralliseen tilaan tarkoitetut laitteet soveltuivat käytettäväksi tarkoitetussa käytössään. Räjähdyssuojausasiakirjaa varten on dokumentoitava tiedot niiden käytöstä, mahdollisista syttymislähteistä ja suojaavista toimenpiteistä.

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Tutkielman tavoitteena on selvittää, miten ”sukupuolikiintiöt yritysten hallituksissa” rakentuvat suomalaisessa mediassa ja sitä kautta; nähdäänkö sukupuolikiintiöt toimivana keinona saavuttaa työelämän tasa-arvo. Tutkielmassa luodaan silmäys sukupuolirooleihin sekä niitä uusintaviin ja ylläpitäviin rakenteisiin yhteiskunnassa. Edelleen tavoitteena on selvittää, murtavatko naiskiintiöt liike-elämässä ja politiikassa vallitsevia johtajuuden sukupuolirooleja. Tutkielmassa käsitellään tasa-arvoa yhteiskunnallisessa, johtajuustutkimuksellisessa ja feministisessä valossa. Sukupuolikiintiöistä kirjoitettaessa voidaan havaita erilaisia suhtautumistapoja niiden vaikutuksesta tasa-arvon toteutumiseen. Tutkielmassa esimerkkeinä käytettyjä lehtitekstejä leimaavat vastakkainasettelut, voimakkaat tunteet ja jakautuminen eri leireihin. Tutkimusmenetelmänä on käytetty kriittistä, valtaorientoitunutta diskurssianalyysiä, joka on antoisa viitekehys mediamaailman käytäntöjen tutkimiseen kontekstissaan. Media on tässä tutkimuksessa rajattu käsittämään tiettyjä suomalaisia sanoma-, aikakausi- ja iltapäivälehtiä. Tutkimuksen pääongelmaksi nousevat tavat, joilla sukupuolikiintiöistä mediassa kirjoitetaan sekä asenteet, joita ne lukijoille välittävät. Tämän tutkimuksen keskeisinä tuloksina voidaan esittää yleisimmät suhtautumistavat sukupuolikiintiötä kohtaan mediassa, sekä kolme diskurssia, jotka useimmiten kiintiökeskusteluissa esiintyvät. Pätevyys- diskurssi painottaa yksilön pätevyyttä ensisijaisena valintakriteerinä hallitusjäseniä valittaessa. Uhka- diskurssi esittää sukupuolikiintiöt uhkavaatimuksena, johon tullaan turvautumaan kulttuuristen muutosten hitauden vuoksi. (Epä)tasa-arvo- diskurssi näkee sukupuolikiintiöt tasa-arvoa edistävänä keinona, mutta toisaalta kokee naiskiintiöt epätasa-arvoisina ja miehiä sortavina.

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The aim of this investigation was to analyze the dental occlusion in the deciduous dentition, and the effects of orthodontic treatment carried out in the early mixed dentition with the eruption guidance appliance. The deciduous occlusion and craniofacial morphology of 486 children (244 girls and 242 boys) were investigated at the onset of the mixed dentition period (mean age 5.1 years, range 4.0-7.8 years). Treatment in the treatment group and follow-up in the control group were started when the first deciduous incisor was exfoliated (T1) and ended when all permanent incisors and first molars were fully erupted (T2). The mean age of the children was 5.1 years (SD 0.5) at T1 and 8.4 years (SD 0.5) at T2. Treatment was carried out with the eruption guidance appliance. Occlusal changes that took place in 167 children were compared with those of 104 untreated control children. Pre- and post-treatment cephalometric radiographs were taken, and the craniofacial morphology of 115 consecutively treated children was compared with that of 104 control children. The prevalence of malocclusion in the deciduous dentition was 68% or 93% depending on how the cut-off value between the acceptable and non-acceptable occlusal characteristic was defined. The early dentofacial features of children with distal occlusion, large overjet and deepbite differed from those with normal occlusion. However, the skeletal pattern of these three malocclusions showed considerable similarity each being characterized by a retrusive mandible, small maxillo-mandibular difference, convex profile, retrusive lower incisors, and large interincisal angle. In the treatment group, overjet and overbite decreased significantly from T1 to T2. Following treatment, a tooth-to-tooth contact was found in 99% of the treated children but only in 24% of the controls. A Class I molar relationship was observed in 90% of the children in the treatment group, and in 48% in the control group. Good alignment of the incisors was observed in 98% of the treated children, whereas upper crowding was found in 32% and lower crowding in 47% of the controls. A significant difference between the groups was found in the mandibular length, midfacial length and maxillo-mandibular differential. The occlusal correction, brought about by the eruption guidance appliance, was achieved mainly through changes in the dentoalveolar region of the mandible. In addition, the appliance seemed to enhance the growth of the mandible. Treatment in the early mixed dentition using the eruption guidance appliance is an effective method to normalize occlusion and reduce further need of orthodontic treatment. Only few spontaneous corrective changes can be expected without active intervention.

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The present work is a part of the large project with purpose to investigate microstructure and electronic structure of natural topazes using NMR method. To reach this task we determined the relative contents of fluorine and hydrogen in crystals blue, colorless, wine and wine irradiated topazes. Then we determined the electric field gradients in site of aluminium atoms by NMR method, calculated EFG using ab initio method, and measured relaxation time dependence on heating temperature for blue, colorless, Swiss blue and sky blue topazes. Nuclear magnetic resonance (NMR) is an effective method to investigate the local structure in the crystal. The NMR study of the single crystal gives detailed information especially about the local crystal structure. As a result of this work we have received practical data, which is possible to use in future for making personal dosimetry and for preparation of mullite, which is widely used in traditional and advanced ceramic materials.

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Logistics management is increasingly being recognised by many companies to be of critical concern. The logistics function includes directly or indirectly many of the new areas for achieving or maintaining competitive advantage that companies have been forced to develop due to increasing competitive pressures. The key to achieving a competitive advantage is to manage the logistics function strategically which involves determining the most cost effective method of providing the necessary customer service levels from the many combinations of operating procedures in the areas of transportation, warehousing, order processing and information systems, production, and inventory management. In this thesis, a comprehensive distribution logistics strategic management process is formed by integrating the periodic strategic planning process with a continuous strategic issues management process. Strategic planning is used for defining the basic objectives for a company and assuring co operation and synergy between the different functions of a company while strategic issues management is used on a continuous basis in order to deal with environmental and internal turbulence. The strategic planning subprocess consists of the following main phases: (1) situational analyses, (2) defining the vision and strategic goals for the logistics function, (3) determining objectives and strategies, (4) drawing up tactical action plans, and (5) evaluating the implementation of the plans and making the needed adjustments. The aim of the strategic issues management subprocess is to continuously scan the environment and the organisation for early identification of the issues having a significant impact on the logistics function using the following steps: (1) the identification of trends, (2) assessing the impact and urgency of the identified trends, (3) assigning priorities to the issues, and (4) planning responses to the, issues. The Analytic Hierarchy Process (AHP) is a systematic procedure for structuring any problem. AHP is based on the following three principles: decomposition, comparative judgements, and synthesis of priorities. AHP starts by decomposing a complex, multicriteria problem into a hierarchy where each level consists of a few manageable elements which are then decomposed into another set of elements. The second step is to use a measurement methodology to establish priorities among the elements within each level of the hierarchy. The third step in using AHP is to synthesise the priorities of the elements to establish the overall priorities for the decision alternatives. In this thesis, decision support systems are developed for different areas of distribution logistics strategic management by applying the Analytic Hierarchy Process. The areas covered are: (1) logistics strategic issues management, (2) planning of logistic structure, (3) warehouse site selection, (4) inventory forecasting, (5) defining logistic action and development plans, (6) choosing a distribution logistics strategy, (7) analysing and selecting transport service providers, (8) defining the logistic vision and strategic goals, (9) benchmarking logistic performance, and (10) logistic service management. The thesis demonstrates the potential of AHP as a systematic and analytic approach to distribution logistics strategic management.

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The effectiveness of water removal on press section is very important for a paper and board machine’s functioning, efficiency and economy. Today, the most effective method for wet pressing is shoe press technology. Metso has carried out a number of studies concerning anew type of water removal method for a press section, which has also been patented. These studies include rough sketches and some test runs. These issues form the basis of this thesis. The objective of this work was to gather together information for a new and enhanced waterremoval method for a press section by studying the functioning of the device andcarrying out test runs. This method is referred to here as Hydronip. The main goal was tobuild a functional test site which fulfills all the necessary requirements and has all thenecessary information gathering devices. The design process was carried out by emphasizing the safety aspects. The goal was also to gather together information about the nip structure in running conditions, the seal function, and to carry out the nip tests with paper or board wads. This thesis consists of a theory part, the design and construction of the test site, and carrying out test runs through information gathering. The theory part consists of the principals of water removal from a press section, Hydronip construction, and the requirements for the test place. The safety aspects were taken into account especially in test runs, but also in the assembly stages. The design and construction of the test site includes the selection of equipment and surroundings that are needed for managing the test runs in the best possible way at certain premises. The test site included the equipment that was already on the premises. Some equipment could be used as it was but some equipment had to be manufactured or modified from existing equipment. A functional test site with information gathering devices was accomplished as a result of thethesis. Test runs demonstrated that the Hydronip concept is, at least on a small scale,functional. Short-term tests for seal functioning showed that the seal can be lubricatedsufficiently under different kinds of nip load situations. Wad tests demonstrated that the metal belt is durable against different sizes of external particles. The seal also endured wad tests even though the pressure impacts impaired the lubrication. MTS tests showing dry content increases, combined with a rough cost calculation and the basic function of the machine in test runs, show that with some further study Hydronip could be a promising new product for water removal from a paper or board machine’s press section.

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The consumption of manganese is increasing, but huge amounts of manganese still end up in waste in hydrometallurgical processes. The recovery of manganese from multi-metal solutions at low concentrations may not be economical. In addition, poor iron control typically prevents the production of high purity manganese. Separation of iron from manganese can be done with chemical precipitation or solvent extraction methods. Combined carbonate precipitation with air oxidation is a feasible method to separate iron and manganese due to the fast kinetics, good controllability and economical reagents. In addition the leaching of manganese carbonate is easier and less acid consuming than that of hydroxide or sulfide precipitates. Selective iron removal with great efficiency from MnSO4 solution is achieved by combined oxygen or air oxidation and CaCO3 precipitation at pH > 5.8 and at a redox potential of > 200 mV. In order to avoid gypsum formation, soda ash should be used instead of limestone. In such case, however, extra attention needs to be paid on the reagents mole ratios in order to avoid manganese coprecipitation. After iron removal, pure MnSO4 solution was obtained by solvent extraction using organophosphorus reagents, di-(2-ethylhexyl)phosphoric acid (D2EHPA) and bis(2,4,4- trimethylpentyl)phosphinic acid (CYANEX 272). The Mn/Ca and Mn/Mg selectivities can be increased by decreasing the temperature from the commonly used temperatures (40 –60oC) to 5oC. The extraction order of D2EHPA (Ca before Mn) at low temperature remains unchanged but the lowering of temperature causes an increase in viscosity and slower phase separation. Of these regents, CYANEX 272 is selective for Mn over Ca and, therefore, it would be the better choice if there is Ca present in solution. A three-stage Mn extraction followed by a two-stage scrubbing and two-stage sulfuric acid stripping is an effective method of producing a very pure MnSO4 intermediate solution for further processing. From the intermediate MnSO4 some special Mn- products for ion exchange applications were synthesized and studied. Three types of octahedrally coordinated manganese oxide materials as an alternative final product for manganese were chosen for synthesis: layer structured Nabirnessite, tunnel structured Mg-todorokite and K-kryptomelane. As an alternative source of pure MnSO4 intermediate, kryptomelane was synthesized by using a synthetic hydrometallurgical tailings. The results show that the studied OMS materials adsorb selectively Cu, Ni, Cd and K in the presence of Ca and Mg. It was also found that the exchange rates were reasonably high due to the small particle dimensions. Materials are stable in the studied conditions and their maximum Cu uptake capacity was 1.3 mmol/g. Competitive uptake of metals and acid was studied using equilibrium, batch kinetic and fixed-bed measurements. The experimental data was correlated with a dynamic model, which also accounts for the dissolution of the framework manganese. Manganese oxide micro-crystals were also bound onto silica to prepare a composite material having a particle size large enough to be used in column separation experiments. The MnOx/SiO2 ratio was found to affect significantly the properties of the composite. The higher the ratio, the lower is the specific surface area, the pore volume and the pore size. On the other hand, higher amount of silica binder gives composites better mechanical properties. Birnesite and todorokite can be aggregated successfully with colloidal silica at pH 4 and with MnO2/SiO2 weight ratio of 0.7. The best gelation and drying temperature was 110oC and sufficiently strong composites were obtained by additional heat-treatment at 250oC for 2 h. The results show that silica–supported MnO2 materials can be utilized to separate copper from nickel and cadmium. The behavior of the composites can be explained reasonably well with the presented model and the parameters estimated from the data of the unsupported oxides. The metal uptake capacities of the prepared materials were quite small. For example, the final copper loading was 0.14 mmol/gMnO2. According to the results the special MnO2 materials are potential for a specific environmental application to uptake harmful metal ions.

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The production of chemicals from sawdust by wet oxidation has been investigated. Two different concentrations of sawdust; 54054 mg/l and 32683 mg/l were used in the study. The wet oxidation operating conditions were; 175 deg.C – 225 deg.C, 1MPa Oxygen, and 40 minutes to 120 minutes reaction time. Carboxylic acids were among the chemicals produced in the process. The total yield of carboxylic acids was found to increase with temperature. Also, higher yields of carboxylic acids were observed at a lower sawdust concentration. This was probably due to the high oxygen-biomass ratio at lower sawdust concentration. Higher oxygen availability at low sawdust concentration resulted in increased conversion of the sawdust; hence the higher yields of carboxylic acids. At lower sawdust concentration, a total carboxylic acid yield of 25.59 wt% was attained at 200 deg.C and 40 minutes reaction time. At higher sawdust concentration, a total carboxylic acid yield of 15.57 wt% was attained at 200 deg.C and 40-minutes reaction time. The carboxylic acids identified include formic acid, acetic acid, succinic acid and oxalic acid. The optimum temperature for the production of formic acid was found to be 200 deg.C, while the optimum temperature for the production of acetic acid was found to be 225 deg.C. A temperature of 225 deg.C and relatively short reaction time of 10 minutes was found to be the optimal condition for the production of succinic acid. Formic acid was produced in the highest yield, with an optimal yield of 13.69wt %, when the reaction temperature and time are 200 deg.C and 40 minutes respectively. The yield of formic acid was found to decrease significantly when further increasing the temperature to 225 deg.C. This was presumably due to thermal decomposition of formic acid at relatively higher temperature. However, the yield of acetic acid was found to steadily increase with temperature. This is because acetic is more thermally stable than formic acid. The yield of acetic acid did not decrease after the temperature was increased to 225 deg.C. Optimal yield of acetic acid (7.98wt %) was achieved at; 225 deg.C, and 40 minutes reaction time. Succinic acid was produced only at temperatures of 200 deg.C and 225 deg.C. Optimal yield of succinic acid (5.66wt %) was attained under the following conditions; 32683 mg/l, 225 deg.C, 1MPa O2, and 10-minutes reaction time. Oxalic acid was produced in the lowest yield and, less frequently. The optimal yield of oxalic acid (4.02 wt%) was attained at 175 deg.C and 80-minutes of reaction time The Total Organic Carbon (TOC) is found to be higher when increasing the operating temperature, thus suggesting that more organic compounds are formed at higher temperatures. The identified carboxylic acids could only account for less than 30% of the measured COD content of the various wet oxidation samples. This implies that some other unidentified compounds (reaction products) must have been present. In general, wet oxidation seems to be an effective method for converting lignocellulosic biomass into useful chemicals. Relatively higher temperatures have been found to favor the production of carboxylic acids from sawdust.

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The aim of this thesis was to identify the best grease removal technique with the application of low power of UV light to TiO2 coated grease filters. The treatment with various power series of ozone generating and ozone free lamps to normal grease filters and TiO2 coated grease filters were examined and the obtained results are compared to each other in this paper. The effect of ozone reaction was observed and compared with the effect of TiO2. The experiments were solely based on the photo oxidation and photo catalytic oxidation reactions. TiO2 is a green catalyst used in the photocatalytic reaction. Sunflower oil was used for grease production and tetracholoroethylene as a solvent. Grease samples were collected from the ventilation duct connected to the cooking hood system. Sample extraction was done in ultrasonic bath with the principle of sonication. The sample analysis was done by FTIR machine. The result determining the concentration of grease was the quantification of saturated C-H bonds in the chosen peak group of the spectrum. A very low power of UVC light functions perfectly with the Titanium dioxide. The experimental results have shown the combined treatment of titanium dioxide and UV light is an effective method in grease removal process. The photocatalytic reaction with titanium dioxide is better than photo oxidation reaction with ozone treatment. Photocatalytic reaction is environmentally friendly, energy efficient and economical.

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Presentation at Open Repositories 2014, Helsinki, Finland, June 9-13, 2014

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Teiden liukkauden mittaaminen on herättänyt kiinnostusta viime vuosina. Liikenneturvallisuutta pystyttäisiin parantamaan ja teiden talvikunnossapitoa tehostamaan, mikäli kitkakerroin voitaisiin mitata tiestöä käyttävissä ajoneuvoissa. Tässä työssä suunnitellaan ja toteutetaan ajoneuvon pituussuuntaiseen dynamiikkaan perustuva kitkakertoimen mittausjärjestelmä. Pyörien luisto ja ajoneuvon nopeus, sekä pyöriin ja ajoneuvoon kohdistuvat voimat selvitetään CAN – väylästä luettavien ajoneuvon antureiden ja IMU:n avulla. Järjestelmää simuloidaan käyttämällä Matlab:ia ja testataan käytännössä VW Transporter pakettiautossa. Testitulokset osoittavat järjestelmän toimivan tarkasti ja että ajoneuvon dynamiikkaan perustuvan kitkakertoimen mittauksen on käyttökelpoinen ja kustannustehokas tapa teiden liukkauden valvomiseen.

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Pelvic floor disorders, such as urinary incontinence (UI) and pelvic organ prolapse (POP), are common disorders in women. Because of the prolonged life expectancy the prevalence of UI and POP and the probability of ending up in surgery are increasing. However, the pathophysiology behind these disorders is still unsolved. The aim of this thesis is to study possible alterations in the connective tissue in the vaginal wall in patients with and without POP. The long-term outcome and complications of mid-urethral slings (MUS) and mesh-augmented POP surgery were studied in heterogenic patient populations. More elastin and a slight increase in immunostaining of type III and V collagens in tissue samples were obtained from patients with POP compared to controls in whom type I collagen was more prominent. The studies assessing the mesh-augmented procedures revealed good efficacy and high patient satisfaction after a long-term follow-up. Patients operated on because of mixed incontinence and with BMI >30 kg/m² reported significantly more urinary symptoms and a lower quality of life than the patients operated on because of stress urinary incontinence and the ones with BMI ≤30 kg/m². The objective outcome was equal between the groups. Mesh exposure through vaginal mucosa occurred in 23 % of the patients after POP surgery, most of these being asymptomatic. There are alterations in connective tissues in patients with POP. Mid-urethral sling procedures produced good long-term cure rates and patient satisfaction. As to the prolapse surgery, in spite of relatively high exposure rate, mesh-augmented procedure proved to be safe and effective method for the correction of POP.

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The aim of this thesis is to define effects of lignin separation process on Pulp mill chemical balance especially on sodium/sulphur-balance. The objective is to develop a simulation model with WinGEMS Process Simulator and use that model to simulate the chemical balances and process changes. The literature part explains what lignin is and how kraft pulp is produced. It also introduces to the methods that can be used to extract lignin from black liquor stream and how those methods affect the pulping process. In experimental part seven different cases are simulated with the created simulation model. The simulations are based on selected reference mill that produces 500 000 tons of bleached air-dried (90 %) pulp per year. The simulations include the chemical balance calculation and the estimated production increase. Based on the simulations the heat load of the recovery boiler can be reduced and the pulp production increased when lignin is extracted. The simulations showed that decreasing the waste acid stream intake from the chlorine dioxide plant is an effective method to control the sulphidity level when about 10 % of lignin is extracted. With higher lignin removal rates the in-mill sulphuric acid production has been discovered to be a better alternative to the sulphidity control.

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Tämän kandidaatintyön tarkoituksena on käsitellä tuotteen identifiointia. Työssä määritellään mitä tuotteen identifiointi tarkoittaa käsitteenä ja mitä teknologiaa on identifioinnin takana. Työn tärkein anti on konkreettiseen kohdeyritykseen sovellettavien tuotteen identifiointimenetelmien esitteleminen, vertaileminen ja soveltuvimman menetelmän valitseminen. Työssä etsitään soveltuvinta tuotteen identifiointimenetelmää kohdeyrityksen tuotantolinjan vaatimin rajauksin. Tärkeimpiä rajauksia kohdeyrityksen tuotantoon etsittävään menetelmään ovat tuotteen identifioinnin sähköistäminen ja automatisointi. Näiden rajauksien puitteissa kolmeksi tutkittavaksi menetelmäksi on valikoitunut RFID-menetelmä, RuBee-menetelmä ja viivakoodimenetelmä. Näistä jokaisesta menetelmästä esitellään työssä niiden ominaisuudet, laitteistot ja yritysesimerkki, missä käytetään kyseistä menetelmää. Menetelmien ominaisuuksien avulla työssä vertaillaan niiden soveltuvuutta kohdeyrityksen tuotantolinjastoon sen vaatimuksineen. Työssä esiintyvien menetelmien ominaisuuksien vertailua suoritettiin tietyin painoarvoin. Identifiointimenetelmien ominaisuudet ovat hyvin erilaisia ja painoarvottamalla ominaisuuksia on saatu soveltuvin menetelmä kohdeyritykseen. Kohdeyritykseen soveltuvimmaksi menetelmäksi on valittu viivakoodimenetelmä sen ollessa kustannustehokkain kohdeyrityksen tuotannon rajauksien puitteissa.

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Työn tavoitteena oli hiilihydraattien ja aminohappojen talteenotto biomassaperäisistä liuoksista erilaisina fraktioina ultra- ja nanosuodattamalla niitä erilaisilla membraaneilla. Työ tehtiin selvitystyönä Senson Oy:lle syystalven 2015 ja kevään 2016 välisenä aikana. Teoriaosassa perehdyttiin nanosuodatukseen ja sen erilaisiin sovelluksiin teollisuudessa, sekä lyhyesti muihin paineavusteisiin membraanisuodatusprosesseihin. Teoriaosassa myös keskityttiin erityisesti nanosuodatuksessa käytettyihin membraaneihin sekä niiden likaantumismekanismeihin. Kokeellisessa osassa keskityttiin hiilihydraattien ja aminohappojen talteenottoon kolmesta biomassaperäisestä liuoksesta. Tutkimuksen osa-alueita olivat ultrasuodatus, ultrasuodatuksen konsentraatin kirkastaminen sekä ultrasuodatuksen permeaatin fraktiointi nanosuodatuksella. Tutkimuksessa kiinnitettiin myös erityistä huomiota suodatuskalvojen likaantumiseen ja peseytyvyyteen sekä kalvojen käytettävyyteen pesujen jälkeen. Ultrasuodatuksessa kaikkien kolmen liuoksen kohdalla tutkittavien hiilihydraattien saanto permeaattiin oli hyvä, noin 90 %. Ultrasuodatuksissa käytettyjen membraanien osalta ei myöskään ollut havaittavissa merkittävää likaantumista. Ultrasuodatuksen konsentraattien kirkastamiskokeissa sameutta aiheuttavat komponentit saatiin poistettua kaikista liuoksista yli 94 %:in tehokkuudella. Nanosuodatuksissa monosakkaridit saatiin erotettua suuremmista hiilihydraattikomponenteista joko täysin tai lähes täysin (97 - 100 %). Nanosuodatuksissa käytettyjen membraanien osalta huomattavaa likaantumista oli havaittavissa vain membraanilla 2. Tulosten perusteella nanosuodatuksen voidaan sanoa olevan tehokas tapa erottaa pienet monosakkaridit suuremmista hiilihydraattiyhdisteistä.