37 resultados para Operational variables


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This thesis concentrates on studying the operational disturbance behavior of machine tools integrated into FMS. Operational disturbances are short term failures of machine tools which are especially disruptive to unattended or unmanned operation of FMS. The main objective was to examine the effect of operational disturbances on reliability and operation time distribution for machine tools. The theoretical part of the thesis covers the fimdamentals of FMS relating to the subject of this study. The concept of FMS, its benefits and operator's role in FMS operation are reviewed. The importance of reliability is presented. The terms describing the operation time of machine tools are formed by adopting standards and references. The concept of failure and indicators describing reliability and operational performance for machine tools in FMSs are presented. The empirical part of the thesis describes the research methodology which is a combination of automated (ADC) and manual data collection. By using this methodology it is possible to have a complete view of the operation time distribution for studied machine tools. Data collection was carried out in four FMSs consisting of a total of 17 machine tools. Each FMS's basic features and the signals of ADC are described. The indicators describing the reliability and operation time distribution of machine tools were calculated according to collected data. The results showed that operational disturbances have a significant influence on machine tool reliability and operational performance. On average, an operational disturbance occurs every 8,6 hours of operation time and has a down time of 0,53 hours. Operational disturbances cause a 9,4% loss in operation time which is twice the amount of losses caused by technical failures (4,3%). Operational disturbances have a decreasing influence on the utilization rate. A poor operational disturbance behavior decreases the utilization rate. It was found that the features of a part family to be machined and the method technology related to it are defining the operational disturbance behavior of the machine tool. Main causes for operational disturbances were related to material quality variations, tool maintenance, NC program errors, ATC and machine tool control. Operator's role was emphasized. It was found that failure recording activity of the operators correlates with the utilization rate. The more precisely the operators record the failure, the higher is the utilization rate. Also the FMS organizations which record failures more precisely have fewer operational disturbances.

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The target of the thesis was to find out has the decision to outsource part of Filtronic LK warehouse function been profitable. Furthermore, another thesis target was to demonstrate current logistics processes between TPLP and company and find out the targets for developing these processes. The decision to outsource part of logistical funtions have been profitable during the first business year. Partnership includes always business risks. Risk increases high asset specific investments. In the other hand investment to partnership increases mutual trust and commitment between parties. By developing partnership risks and opportunitic behaviour can be decreased. The potential of managing material and data flows between logistic service provider and company observed. By analyzing inventory effiency were highlighted the need for decreasing the capital invested to inventories. The recommendations for managing outsourced logistical funtions were established such as improving partnership, process development, performance measurement and invoice checking.

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Tässä työssä toteutetaan IEEE 802.16-2004 standardiin perustuva langaton WiMAX tietoliikenneverkko, sekä tutkitaan etenemismallien soveltuvuutta satama-alueelle. Myös muiden verkkoratkaisujen soveltuvuutta pohditaan. Lisäksi tutkitaan sääolosuhteiden sekä päätelaitteen liikkumisnopeuden vaikutuksia yhteyteen. Satama-alueella on teräksestä valmistettuja merikontteja pinottuina päällekkäin, ja ne vaikeuttavat langattomien signaalien etenemistä. Merikonttien pinot säilyttävät tietyn maksimikorkeuden johtuen työkoneiden rajallisesta kyvystä pinota niitä. Langattomien signaalien etenemiselle erilaisissa ympäristöissä on kehitetty etenemismalleja. Etenemisallien avulla voidaan pyrkiä ennustamaan signaalin vahvuutta eri etäisyyksillä tukiasemasta. Etenemismallit kuvaavat ympäristön aiheuttamaa signaalin vaimenemista erilaisten muuttujien avulla. Langattoman tietoliikenneverkon toteutus ongelmatilanteineen dokumentoitiin ja alueella tehtiin kuuluvuusmittauksia. Löydettiin etenemismalli ja muuttujat, joiden avulla lasketut tulokset vastasivat mitattuja tuloksia hyvin. Myös sääolosuhteiden sekä päätelaitteen liikkumisnopeuden vaikutusta signaalin vahvuuteen tutkittiin. Vesi- ja lumisateen sekä sumun vaikutuksen todettiin olevan merkityksetön verkon käyttämällä 3.5 GHz taajuusalueella. Myöskään päätelaitteen liikkumisnopeuden ei todettu vaikuttavan toiminnallisuuteen 20-30 kilometrin tuntinopeudella, jolla työkoneet alueella liikkuvat.

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In the paper machine, it is not a desired feature for the boundary layer flows in the fabric and the roll surfaces to travel into the closing nips, creating overpressure. In this thesis, the aerodynamic behavior of the grooved roll and smooth rolls is compared in order to understand the nip flow phenomena, which is the main reason why vacuum and grooved roll constructions are designed. A common method to remove the boundary layer flow from the closing nip is to use the vacuum roll construction. The downside of the use of vacuum rolls is high operational costs due to pressure losses in the vacuum roll shell. The deep grooved roll has the same goal, to create a pressure difference over the paper web and keep the paper attached to the roll or fabric surface in the drying pocket of the paper machine. A literature review revealed that the aerodynamic functionality of the grooved roll is not very well known. In this thesis, the aerodynamic functionality of the grooved roll in interaction with a permeable or impermeable wall is studied by varying the groove properties. Computational fluid dynamics simulations are utilized as the research tool. The simulations have been performed with commercial fluid dynamics software, ANSYS Fluent. Simulation results made with 3- and 2-dimensional fluid dynamics models are compared to laboratory scale measurements. The measurements have been made with a grooved roll simulator designed for the research. The variables in the comparison are the paper or fabric wrap angle, surface velocities, groove geometry and wall permeability. Present-day computational and modeling resources limit grooved roll fluid dynamics simulations in the paper machine scale. Based on the analysis of the aerodynamic functionality of the grooved roll, a grooved roll simulation tool is proposed. The smooth roll simulations show that the closing nip pressure does not depend on the length of boundary layer development. The surface velocity increase affects the pressure distribution in the closing and opening nips. The 3D grooved roll model reveals the aerodynamic functionality of the grooved roll. With the optimal groove size it is possible to avoid closing nip overpressure and keep the web attached to the fabric surface in the area of the wrap angle. The groove flow friction and minor losses play a different role when the wrap angle is changed. The proposed 2D grooved roll simulation tool is able to replicate the grooved aerodynamic behavior with reasonable accuracy. A small wrap angle predicts the pressure distribution correctly with the chosen approach for calculating the groove friction losses. With a large wrap angle, the groove friction loss shows too large pressure gradients, and the way of calculating the air flow friction losses in the groove has to be reconsidered. The aerodynamic functionality of the grooved roll is based on minor and viscous losses in the closing and opening nips as well as in the grooves. The proposed 2D grooved roll model is a simplification in order to reduce computational and modeling efforts. The simulation tool makes it possible to simulate complex paper machine constructions in the paper machine scale. In order to use the grooved roll as a replacement for the vacuum roll, the grooved roll properties have to be considered on the basis of the web handling application.

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EONIA is a market based overnight interest rate, whose role as the starting point of the yield curve makes it critical from the perspective of the implementation of European Central Bank´s common monetary policy in the euro area. The financial crisis that started in 2007 had a large impact on the determination mechanism of this interest rate, which is considered as the central bank´s operational target. This thesis examines the monetary policy implementation framework of the European Central Bank and changes made to it. Furthermore, we discuss the development of the recent turmoil in the money market. EONIA rate is modelled by means of a regression equation using variables related to liquidity conditions, refinancing need, auction results and calendar effects. Conditional volatility is captured by an EGARCH model, and autocorrelation is taken into account by employing an autoregressive structure. The results highlight how the tensions in the initial stage of the market turmoil were successfully countered by ECB´s liquidity policy. The subsequent response of EONIA to liquidity conditions under the full allotment liquidity provision procedure adopted after the demise of Lehman Brothers is also established. A clear distinction in the behavior of the interest rate between the sub-periods was evident. In the light of the results obtained, some of the challenges posed by the exit-strategy implementation will be addressed.

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Forest inventories are used to estimate forest characteristics and the condition of forest for many different applications: operational tree logging for forest industry, forest health state estimation, carbon balance estimation, land-cover and land use analysis in order to avoid forest degradation etc. Recent inventory methods are strongly based on remote sensing data combined with field sample measurements, which are used to define estimates covering the whole area of interest. Remote sensing data from satellites, aerial photographs or aerial laser scannings are used, depending on the scale of inventory. To be applicable in operational use, forest inventory methods need to be easily adjusted to local conditions of the study area at hand. All the data handling and parameter tuning should be objective and automated as much as possible. The methods also need to be robust when applied to different forest types. Since there generally are no extensive direct physical models connecting the remote sensing data from different sources to the forest parameters that are estimated, mathematical estimation models are of "black-box" type, connecting the independent auxiliary data to dependent response data with linear or nonlinear arbitrary models. To avoid redundant complexity and over-fitting of the model, which is based on up to hundreds of possibly collinear variables extracted from the auxiliary data, variable selection is needed. To connect the auxiliary data to the inventory parameters that are estimated, field work must be performed. In larger study areas with dense forests, field work is expensive, and should therefore be minimized. To get cost-efficient inventories, field work could partly be replaced with information from formerly measured sites, databases. The work in this thesis is devoted to the development of automated, adaptive computation methods for aerial forest inventory. The mathematical model parameter definition steps are automated, and the cost-efficiency is improved by setting up a procedure that utilizes databases in the estimation of new area characteristics.

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This master’s thesis aims to examine the relationship between dynamic capabilities and operational-level innovations. In addition, measures for the concept of dynamic capabilities are developed. The study was executed in the magazine publishing industry which is considered favourable for examining dynamic capabilities, since the sector is characterized by rapid change. As a basis for the study and the measure development, a literary review was conducted. Data for the empirical section was gathered by a survey targeted to chief-editors of Finnish consumer magazines. The relationship between dynamic capabilities and innovation was examined by multiple linear regression. The results indicate that dynamic capabilities have effect on the emergence of radical innovations. Environmental dynamism’s effect on radical innovations was not detected. Also, dynamic capabilities’ effect on innovation was not greater in turbulent operating environment.

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Kirjallisuudesta välittyy useitten vuosikymmenten ajalta tietämys sotilaslentämisen fyysisestä kuormittavuudesta. G-voimista aiheutuva kuormittuminen näyttää johtavan joko akuutisti tai pitkäaikaisesti lentäjän tuki- ja liikuntaelimistön toimintakykyä alentaviin ongelmiin. Erityisesti on selvitetty niskan alueen työperäisten ongelmien syntyä, jolloin on havaittu lentotoiminnan fyysisen kuormittavuuden johtavan ennenaikaiseen rakenteelliseen rappeumaan, haittaa aiheuttavan oireen lisäksi. Kansainvälisen kirjallisuuden mukaan ammatista johtuvista eli työperäisistä oireista kärsii vähintään 2/3 kaikista sotilaslentäjistä. Tietyin edellytyksin lentäjien kaularangan alueen rappeuma on Suomessa hyväksytty ammattitaudiksi vuodesta 1995 alkaen. On arveltu, että hyvästä fyysisestä suorituskyvystä olisi apua tuki- ja liikuntaelin (TULE)-oireilun ennaltaehkäisemisessä ja toimintakyvyn ylläpitämisessä. Tutkimusnäyttö tästä on lentäjien osalta ollut toistaiseksi erittäin niukkaa. Tämän tutkimuksen tavoitteena oli selvittää suomalaisten sotilaslentäjien työperäisen TULE-oireilun esiintyvyyttä, oireista koetun haitan tasoa, lentäjien fyysisen kunnon tasoja virkauran aikana ja näitten kaikkien välisiä yhteyksiä sekä työperäisen TULE-oireen merkitystä sotilaan toimintakykyyn. Tutkimus jakautui kahteen osaan. Poikkileikkauksena lentotoimintaperäisiä TULE-oireita kartoitettiin kyselytutkimuksella, johon vastasi vuositarkastuksen yhteydessä 267 lentäjää vuosina 2004-2005. Joukosta poimittiin ne 195 lentäjää, jotka olivat suorittaneet yleissotilaalliset kuntotestit puolen vuoden sisällä kyselyyn vastaamisesta, ja mitatut testitulokset yhdistettiin kyselytutkimusaineistoon. Tässä aineistossa toteutettiin fyysisesti erilailla kuormittuvien lentäjäryhmien välisiä vertailuja fyysisen kunnon, TULE-esiintyvyyden ja koetun haitan suhteen. Poikkileikkausosassa tutkittiin myös lentäjien virkauran aikaisia tasoeroja yleissotilaallisissa kuntotesteissä (n=195) verrattuna muihin suomalaisiin sotilaisiin. Lisäksi (N=289) selvitettiin ilmailulääketieteellisen tarkastuksen yhteydessä mitattuja, ns. ammatillisia fyysisiä erityisominaisuuksia eri ikäluokissa. Pitkittäisosassa seurattiin 67:n Hawk-suihkuharjoituskoneella aloittaneen Ilmavoimien sotilaslentäjien lentouran aikaista lentotoimintaperäisten TULE-oireitten esiintyvyyttä vuosien 1996 ja 2008 välillä. Lisäksi tutkittiin lentäjien kontakteja työterveyshuoltoon, oireen aiheuttamaa lentokelvottomuusaikaa, työn kuormituksen kumulatiivista kertymää lentotuntien lisääntyessä ja TULE-oireiden esiintyvyyden kannalta kriittisiä ajankohtia lentouran aikana. Tulokset osoittivat, että kaikki seurannassa olleet suomalaiset sotilaslentäjät kokivat jonkinasteisen lentotoimintaperäisen TULE-oireen uransa aikana. Niskan ammattitautiluokituksen tasoisen ongelman esiintyvyys oli 4 % koko lentäjäpopulaatiosta ja 10 % suihkuharjoituskonevaiheen jo läpäisseistä, mutta vastaavanlaisia TULE-ongelmia, ilman riittävää näyttöä ammattitaudista, esiintyi lähes joka kolmannella sotilaslentäjällä. Alaselän osalta lentäjät oireilivat lähes samassa määrin, mutta näitä oireita ei toistaiseksi ole mahdollista määrittää ammattitaudiksi. Lentäjät kävivät varsin vähän valittamassa oireistaan työterveyshuoltoon, jossa käytäneen vasta silloin, kun oire jo selvästi heikentää työtehtävissä vaadittavaa toimintakykyä. Merkittävin lentotoimintaperäisten oireitten esiintymisen kasvu ajoittui 200 Hawk-lentotunnin kohdalle, jolloin koneella saavutetaan eräänlainen optimaalinen G-indeksi eli taktisen liikehtelyn G-tasoylitysten vaihtelu. Tämän jälkeen lentäjät ovat erityisen alttiina akuuteille lennonaikaisille TULE-ongelmille. Oireitten esiintyminen kasvoi eksponentiaalisesti noin 600 lentotuntiin asti. Monimuuttujamallien mukaan työperäisen TULE-oireen esiintyvyysriskiä vähensivät alaraajojen hyvä motoriikka, korkeat valintapisteet ja korkea kaulan fleksion voimataso maksimaalisessa isometrisessä testissä. Yleissotilaallisilla kuntotasoilla ei ollut yhteyttä oireiluun, mutta lihaskunnoltaan voimakkaimmat lentäjät kärsivät tilastollisesti merkittävästi vähemmän haittaa lentotoimintaperäisistä TULE-oireistaan. Yleissotilaallisissa kuntotesteissä lentäjät olivat parempia kuin muut suomalaiset sotilaat. Aktiivisimman lentouran aikana, 30-40-vuotiaina, lentäjien fyysinen suorituskyky oli normaaliväestöön nähden vain keskimääräinen ja urheilijoihin nähden keskimääräistä heikompi. Käytännössä lentäjät eivät kyenneet ylläpitämään valintavaiheen fyysistä suorituskykyään edes kadettivaiheen loppuun asti. Huomattavaa oli lisäksi, että aktiivisen lentouran päätyttyä fyysinen kunto näytti jossain määrin palautuvan kohti lähtötasoa lentäjien ikääntymisestä huolimatta. Lentäjien valintavaiheen aikana mitatun fyysisen suorituskyvyn tason säilyminen aktiivisen lentopalveluksen loppuun asti vaatisi lentäjien fyysisen toimintakyvyn ylläpidon ja kehittämisen tehostamista koulutuksen ja työuran eri vaihessa. Tähän tavoitteeseen nähden Ilmavoimien fyysisen kasvatuksen järjestelyt vaikuttivat alimitoitetuilta. Operatiivisesti huolestuttavaa oli Ilmavoimien ohjaajien fyysisen suorituskyvyn heikentyminen silloin, kun heidän taitojensa puolesta olisi pitänyt olla suorituskykyisimpiä taistelutehtäviinsä. Myös lentäjän terveyttä ja toimintakykyä pitäisi pystyä reaaliaikaisemmin seuraamaan koko lentouran aikana. Ilmavoimille suositellaan moniammatillista lähestymistä sotilaslentäjien toimintakyvyn ylläpitämiseen ja terveysriskien hallintaan yhdessä liikunnan, työterveyshuollon, lentoturvallisuusalan ja operatiivisen suunnittelun asiantuntijoitten kanssa. Lisäksi suositellaan avoimempaa ja eettisesti kestävämpää suhtautumista ammattiin liittyvien terveysongelmien kuvaamiseen sekä fyysisen kunnon kysymyksiin jo lentäjien rekrytointivaiheessa.

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In this work mathematical programming models for structural and operational optimisation of energy systems are developed and applied to a selection of energy technology problems. The studied cases are taken from industrial processes and from large regional energy distribution systems. The models are based on Mixed Integer Linear Programming (MILP), Mixed Integer Non-Linear Programming (MINLP) and on a hybrid approach of a combination of Non-Linear Programming (NLP) and Genetic Algorithms (GA). The optimisation of the structure and operation of energy systems in urban regions is treated in the work. Firstly, distributed energy systems (DES) with different energy conversion units and annual variations of consumer heating and electricity demands are considered. Secondly, district cooling systems (DCS) with cooling demands for a large number of consumers are studied, with respect to a long term planning perspective regarding to given predictions of the consumer cooling demand development in a region. The work comprises also the development of applications for heat recovery systems (HRS), where paper machine dryer section HRS is taken as an illustrative example. The heat sources in these systems are moist air streams. Models are developed for different types of equipment price functions. The approach is based on partitioning of the overall temperature range of the system into a number of temperature intervals in order to take into account the strong nonlinearities due to condensation in the heat recovery exchangers. The influence of parameter variations on the solutions of heat recovery systems is analysed firstly by varying cost factors and secondly by varying process parameters. Point-optimal solutions by a fixed parameter approach are compared to robust solutions with given parameter variation ranges. In the work enhanced utilisation of excess heat in heat recovery systems with impingement drying, electricity generation with low grade excess heat and the use of absorption heat transformers to elevate a stream temperature above the excess heat temperature are also studied.

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Transportation of fluids is one of the most common and energy intensive processes in the industrial and HVAC sectors. Pumping systems are frequently subject to engineering malpractice when dimensioned, which can lead to poor operational efficiency. Moreover, pump monitoring requires dedicated measuring equipment, which imply costly investments. Inefficient pump operation and improper maintenance can increase energy costs substantially and even lead to pump failure. A centrifugal pump is commonly driven by an induction motor. Driving the induction motor with a frequency converter can diminish energy consumption in pump drives and provide better control of a process. In addition, induction machine signals can also be estimated by modern frequency converters, dispensing with the use of sensors. If the estimates are accurate enough, a pump can be modelled and integrated into the frequency converter control scheme. This can open the possibility of joint motor and pump monitoring and diagnostics, thereby allowing the detection of reliability-reducing operating states that can lead to additional maintenance costs. The goal of this work is to study the accuracy of rotational speed, torque and shaft power estimates calculated by a frequency converter. Laboratory tests were performed in order to observe estimate behaviour in both steady-state and transient operation. An induction machine driven by a vector-controlled frequency converter, coupled with another induction machine acting as load was used in the tests. The estimated quantities were obtained through the frequency converter’s Trend Recorder software. A high-precision, HBM T12 torque-speed transducer was used to measure the actual values of the aforementioned variables. The effect of the flux optimization energy saving feature on the estimate quality was also studied. A processing function was developed in MATLAB for comparison of the obtained data. The obtained results confirm the suitability of this particular converter to provide accurate enough estimates for pumping applications.

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Technological capabilities are built to support different types of collaboration, and this gives the justification to widely observe, how activity environments are influenced by technology. Technology as an enabler can be addressed from different perspectives, other than merely technological. Dynamic, evolving environment is at the same time interesting but also challenging. As a multinational collaboration environment, the maritime surveillance is an good example of time critical and evolving environment, where technological solutions enable new ways of collaboration. Justification for the inspiration to use maritime environment as the baseline for understanding the challenges in creating and maintaining adequate level of situational awareness, derives from the complexity of the collaboration and information sharing environment elements, needed to be taken into account, when analyzing criticalities related to decision making. Situational awareness is an important element supporting decision making, and challenges related to it can also be observed in the maritime environment. This dissertation describes the structures and factors involved in this complex setting, found from the case studies that should be taken into account when trying to understand, how these elements affect the activities. This dissertation focuses on the gray area that is between a life threatening situation and normal everyday activities. From the multinational experimentation series case studies, MNE5 and MNE6 it was possible to observe situations that were not life threatening for the participants themselves, but not also basic every day activities. These case studies provided a unique possibility to see situations, where gaining of situational awareness and decision making are challenged with time critical crisis situations. Unfortunately organizations do not normally take the benefit from the everyday work to prepare themselves for possible emerging crisis situations. This dissertation focuses on creating a conceptual model and a concept that supports organizations – also outside the maritime community – to improve their ability to support gaining of situational awareness from the individual training level, all the way to changes in organizational structures in aiming for better support for decision making from the individual level to the highest decision making level. Quick changes and unpredictability are reality in organizations and organizations do not have the possibility to control all the factors that affect their functioning. Since we cannot be prepared for everything, and predict every crisis, individual activities inside teams and as a part of organizations, need to be supported with guidance, tools and training in order to support acting in challenging situations. In fact the ideology of the conceptual model created, lies especially in the aim of not controlling everything in beforehand, but supporting organizations with concrete procedures to help individuals to react in different, unpredictable situations, instead of focusing on traditional risk prevention and management. Technological capabilities are not automatically solutions for functional challenges; this is why it is justified to broaden the problem area observation from the technological perspective. This dissertation demonstrates that it is possible to support collaboration in a multinational environment with technological solutions, but it requires the recognition of technological limitations and accepting the possible restrictions related to technological innovations. Technology should not be considered value per se, the value of technology should be defined according to the support of activities, including strategic and operational environment evaluation, identification of organizational elements, and taking into account also the social factors and their challenges. Then we are one step closer to providing technological solutions that support the actual activities by taking into account the variables of the activity environment in question. The multidisciplinary view to approach the information sharing and collaboration framework, is derived especially from the complexity of decision making and building of situational awareness, since they are not build or created in vacuity, but in the organizational framework by the people doing it with the technological capabilities, enabled by the organizational structures. Introduced case studies were related to maritime environment, but according to the research results, it is valid to argue, that based on the lessons learned it is possible to create and further develop conceptual model and to create a general concept to support a wider range of organizations in their attempt to gain better level of situational awareness (SA) and to support decision making. To proof the versatile usage of the developed concept, I have introduced the case study findings to the health care environment and reflected the identified elements from the trauma center to the created concept. The main contribution to complete this adventure is the presented situational awareness concept created in the respect to NATO concept structure. This has been done to tackle the challenge of collaboration by focusing on situational awareness in the information sharing context by providing a theoretical ground and understanding, of how these issues should be approached, and how these elements can be generalized and used to support activities in other environments as well. This dissertation research has been a several year evolving process reflecting and affecting presented case studies and this learning experience from the case studies has also affected the goals and research questions of this dissertation. This venture has been written from a retro perspective according to ideology of process modeling and design rationale to present to the reader how this entire journey took place and what where the critical milestones that affected the end result, conceptual model. Support in a challenging information sharing framework can be provided with the right type of combination of tools, procedures and individual effort. This dissertation will provide insights to those with a new approach to war technology for the organizations to gain a better level of awareness and to improve the capabilities in decision making. This dissertation will present, from the war technology starting point, a new approach and possibility for the organizations to create a better level of awareness and support for decision making with the right combination of tools, procedures and individual effort.

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Diplomityössä kehitetään tiedonkeruujärjestelmää voimalaitoksen toiminnan tehostamiseksi. Aihetta käsitellään tiedonkeruujärjestelmän käyttäjän ja ylläpitäjän näkökulmasta. Tiedonkeruujärjestelmällä kerätään prosessitietoa automaatiojärjestelmästä ja tallennetaan prosessitieto tietokantaan. Työssä on kuvattu sekä automaatio- että tiedonkeruujärjestelmää prosessitiedon keruun, tallentamisen ja hallinnan ymmärtämiseksi. Prosessitiedon merkitystä voimalaitoksen toiminnan kannalta on myös pohdittu. Diplomityö tehtiin Mertaniemen voimalaitoksella, jossa käytännön kehityskohteina olivat laskenta- ja raportointisovellukset. Lisäksi tarkistettiin tietokantamuuttujia. Tiedonkeruujärjestelmää kehitetään ja päivitetään voimalaitoksen laitteisto- ja toimintamuutosten takia. Kehityksellä pyritään tarjoamaan oikeampaa ja luotettavampaa tietoa, korjaamaan virheitä sekä kartoittamaan mahdollisia puutteita.

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Työ käsittelee tekniikoita, joilla voidaan hyödyntää matalalämpötilaisia hukkalämpöjä kaukolämmöntuotannossa. Työ esittelee lämpöpumpputekniikkaa, jolla hukkalämmön lähteestä tulevaa lämpöä voidaan lämpötilaltaan nostaa kaukolämpöverkon tarpeita vastaavaksi. Työssä käsitellään lämpöpumppujen kylmäaineita ja niiden soveltuvuutta eri lämpötila-alueisiin. Lisäksi käsitellään hyödyntämisen taloudellisuutta ja ympäristövaikutuksia. Taloudellisuudessa käsitellään investointi- ja käyttökustannukset ja pohditaan niiden pohjalta tuotteiden kaukolämpö- ja kaukokylmähinnoittelua asiakkaille. Työ myös tarkastelee hankkeen kokonaiskannattavuutta Mäntsälän Sähkölle. Kannattavuuslaskelmissa toteutetaan herkkyystarkastelu suurimpien muuttujien osalta. Työ tarkastelee yhdistetyn kylmän- ja lämmöntuotannon soveltuvuutta Mäntsälän keskustan kaukolämpöverkon ja Kapulin kaukolämpöverkon alueelle. Soveltuvuutta tarkastellaan Suomessa ja maailmalla toteutettujen referenssien pohjalta.