Kansallisen energia- ja ilmastopolitiikan toteuttaminen puolustushallinnossa

Tässä diplomityössä selvitetään kansallisen energia- ja ilmastopolitiikan toteuttamiseen vaikuttavia tekijöitä puolustushallinnossa. Tavoitteena on tunnistaa, minkälaisia haasteita ja edellytyksiä toteuttamiseen liittyy ja minkälaisia toimenpiteitä ja päätöksiä politiikan toteuttaminen hallinnossa edellyttää. Tutkimuskysymyksiä lähestytään strategiakirjallisuuden, olemassa olevan tutkimustiedon sekä kvalitatiivisen haastattelututkimuksen kautta. Tutkimuksen tarkoitus on edesauttaa hallinnon oman energia- ja ilmastostrategian laadintaa sekä toimia johdon työkaluna toteuttamispäätösten tekemisessä. Merkittävimmiksi toteuttamiseen vaikuttaviksi tekijöiksi tunnistettiin resursointikysymykset, johdon sitoutuminen sekä puolustustoimialan erityispiirteet. Lisäksi vaikutuksia tunnistettiin olevan muun muassa kiinteistö- ja energiasopimusjärjestelyillä, asenteilla sekä puolustusvoimauudistuksella. Kirjallisuuskatsauksen teoreettisille käsitteille löydettiin pitkälti vastineet empiirisestä tutkimuksesta, mutta osa haasteista nousi esiin nimenomaan puolustushallinnon toimintaympäristöstä. Osa tuloksista on yleistettävissä laajemmin energia- ja ilmastotoimenpiteille, valtiosektorille ja muille toimialoille. Saatujen tulosten perusteella on mahdollista määrittää reunaehdot hallinnonalan oman energia- ja ilmasto-ohjelman laadinnalle sekä ennakoida toteuttamisedellytyksiä. Ohjelman toteuttamista tukevina jatkotoimenpide-ehdotuksina esitetään yhteistyöverkoston yhteistä julkista sitoutumista energia- ja ilmastopolitiikan edistämiseen, konkreettisten toimintaohjelmien laatimista sekä tietoisuuden kasvattamista toiminnan ilmastovaikutuksista ja ilmastonmuutoksen vaikutuksista toimintaan viestinnän ja seurantajärjestelmien keinoin sekä osana päätöksentekoprosesseja.

Laajennetun lähettämön sisäisten materiaalivirtojen hallinta leipomoteollisuudessa

Työn tavoitteena on esitellä suunnitelma VAASAN Oy:n Vantaan leipomon laajennetun lähettämön materiaalivirtojen hallinasta. Suunnitelma pohjautuu laskelmiin, jotka sisältävät arviot lähettämön kasvavista materiaalivirroista sekä niiden vaikutuksista lähettämön toimintaan. Laskelmien pohjalta määritetään erikokoisten varastointialueiden sijoittelu, varastointikapasiteetit sekä kunkin alueen kuormittuneisuudet. Teoriaosuus käsittelee työn taustaksi keskeisimpiä teorioita materiaalivirtojen hallinnasta, layoutsuunnittelusta sekä lähettämön toiminnoista. Kunkin osa-alueen avulla voidaan vaikuttaa yrityksen materiaalivirtojen hallintaan. Teoriaosuutta koskevaa tietoa on hankittu logistiikan alan kirjallisuudesta, erilaisista tieteellisistä julkaisuista sekä verkkomateriaaleista. Empiirisessä osuudessa esitellään aluksi Vantaan leipomon lähettämön nykyinen toimintaperiaate. Tämän jälkeen arvioidaan laajennetun lähettämön kasvavia materiaalivirtoja. Työn tuloksena esitellään laskelmia apuna käyttäen suunnitelma laajennetun lähettämön materiaalivirtojen hallinnasta.

Resonant tunneling effects in semiconductor heterostructures

The thesis is devoted to a theoretical study of resonant tunneling phenomena in semiconductor heterostructures and nanostructures. It considers several problems relevant to modern solid state physics. Namely these are tunneling between 2D electron layers with spin-orbit interaction, tunnel injection into molecular solid material, resonant tunnel coupling of a bound state with continuum and resonant indirect exchange interaction mediated by a remote conducting channel. A manifestation of spin-orbit interaction in the tunneling between two 2D electron layers is considered. General expression is obtained for the tunneling current with account of Rashba and Dresselhaus types of spin-orbit interaction and elastic scattering. It is demonstrated that the tunneling conductance is very sensitive to relation between Rashba and Dresselhaus contributions and opens possibility to determine the spin-orbit interaction parameters and electron quantum lifetime in direct tunneling experiments with no external magnetic field applied. A microscopic mechanism of hole injection from metallic electrode into organic molecular solid (OMS) in high electric field is proposed for the case when the molecules ionization energy exceeds work function of the metal. It is shown that the main contribution to the injection current comes from direct isoenergetic transitions from localized states in OMS to empty states in the metal. Strong dependence of the injection current on applied voltage originates from variation of the number of empty states available in the metal rather than from distortion of the interface barrier. A theory of tunnel coupling between an impurity bound state and the 2D delocalized states in the quantum well (QW) is developed. The problem is formulated in terms of Anderson-Fano model as configuration interaction between the carrier bound state at the impurity and the continuum of delocalized states in the QW. An effect of this interaction on the interband optical transitions in the QW is analyzed. The results are discussed regarding the series of experiments on the GaAs structures with a -Mn layer. A new mechanism of ferromagnetism in diluted magnetic semiconductor heterosructures is considered, namely the resonant enhancement of indirect exchange interaction between paramagnetic centers via a spatially separated conducting channel. The underlying physical model is similar to the Ruderman-Kittel-Kasuya-Yosida (RKKY) interaction; however, an important difference relevant to the low-dimensional structures is a resonant hybridization of a bound state at the paramagnetic ion with the continuum of delocalized states in the conducting channel. An approach is developed, which unlike RKKY is not based on the perturbation theory and demonstrates that the resonant hybridization leads to a strong enhancement of the indirect exchange. This finding is discussed in the context of the known experimental data supporting the phenomenon.

Employees’ continuous learning and job satisfaction - effects on productivity

In today’s knowledge intense economy the human capital is a source for competitive advantage for organizations. Continuous learning and sharing the knowledge within the organization are important to enhance and utilize this human capital in order to maximize the productivity. The new generation with different views and expectations of work is coming to work life giving its own characteristics on learning and sharing. Work should offer satisfaction so that the new generation employees would commit to organizations. At the same time organizations have to be able to focus on productivity to survive in the competitive market. The objective of this thesis is to construct a theory based framework of productivity, continuous learning and job satisfaction and further examine this framework and its applications in a global organization operating in process industry. Suggestions for future actions are presented for this case organization. The research is a qualitative case study and the empiric material was gathered by personal interviews concluding 15 employee and one supervisor interview. Results showed that more face to face interaction is needed between employees for learning because much of the knowledge of the process is tacit and so difficult to share in other ways. Offering these sharing possibilities can also impact positively to job satisfaction because they will increase the sense of community among employees which was found to be lacking. New employees demand more feedback to improve their learning and confidence. According to the literature continuous learning and job satisfaction have a relative strong relationship on productivity. The employee’s job description in the case organization has moved towards knowledge work due to continuous automation and expansion of the production process. This emphasizes the importance of continuous learning and means that productivity can be seen also from quality perspective. The normal productivity output in the case organization is stable and by focusing on the quality of work by improving continuous learning and job satisfaction the upsets in production can be handled and prevented more effectively. Continuous learning increases also the free human capital input and utilization of it and this can breed output increasing innovations that can increase productivity in long term. Also job satisfaction can increase productivity output in the end because employees will work more efficiently, not doing only the minimum tasks required. Satisfied employees are also found participating more in learning activities.

Loistehon säätö ja kompensointi

Kantaverkkoyhtiö Fingrid Oy on tarkastellut kantaverkosta otettua tai tuotettua loistehoa alueittain Fingridin määrittelemällä maantieteellisellä tavalla. Alue koostuu liittymispisteistä, jotka ovat yksittäisten verkkoyhtiöiden liittymispisteitä. Yhden alueen sisällä voi siis olla monia eri verkkoyhtiöiden liittymispisteitä. Vuodesta 2016 alkaen loistehon tarkastelu vaihtuu aluetarkastelusta liittymispistetarkasteluun. Liittymispistetarkasteluun siirtymisen myötä tulee verkkoyhtiöiden investoida erinäisiin kompensointiratkaisuihin, jotta yksittäisten liittymispisteiden loistehot pysyvät Fingridin asettaman loistehon tarkasteluikkunan sisällä. Työssä perehdytään erinäisiin kompensointiratkaisuihin ja niiden kytkentöihin sekä kytkentöjen vaikutuksiin olemassa olevaan sähköverkkoon. Lisäksi työssä käsitellään tuulivoimaloiden hyödyntämistä loistehon säädössä. Esimerkkitapauksessa tarkastellaan erästä Caruna Oy:n verkkoa ja pohditaan teknistä ja mahdollisimman taloudellista kompensointiratkaisua kyseiseen verkkoon. Työn lopputulos on, että maakaapeloinnin määrän kasvaessa loistehon kompensoinnin tarve kasvaa. Näin ollen Fingrid Oy:ltä tarvitaan selkeitä linjauksia moneen ongelmakohtaan, kuten tuotanto-kulutuspisteen loistehon tarkasteluun. Lisäksi Energiavirastolta tarvitaan kannusteita loistehon kompensointiin, sillä verkkoyhtiöiden liiketoiminta perustuu regulaatiomalliin ja kompensointilaitteiston yksikköhinnasto on hyvin suppea.

The Effects of the Breast Cancer Mammography Screening Programme in Women aged 40 to 84 years in Turku, Finland (1987-2009)

The objective of this thesis was to evaluate whether a more extensive mammography screening programme (TurkuMSP) conducted by the city of Turku, had an effect on breast cancer (BC) incidence, survival, or mortality in years 1987 to 2009. Despite the fact that some studies have suggested a 20 percent reduction in BC mortality due to mammography screening, there are findings of harm to subjects, which are claimed to negate the benefits of screening. Thus, the aims of this study are most pertinent. A total of 176 908 screening examinations were performed in 36 000 women aged 40−74 during the years 1987−1997. In all, 685 primary BCs were found in the screened women, either screen-detected (n=531) or during screening intervals (n=154). Survival and BC recurrence rate of women with screen-detected BC was compared to 184 women with clinical BCs detected among individuals who did not take part in the screening. The invitation interval, which may influence the outcome, was studied in the age group 40 to 49 by inviting those born in even calendar years annually for mammography screening and those born in odd years, triennially. In addition, BC incidence and mortality in the total female population of Turku aged 40 to 84 years was compared with the respective figures of Helsinki and the rest of Finland, both during the pre-screening era (1976-1986) and the screening era (1987-2009). The study was designed to compare women by age groups, because women aged 50 to 59 were generally screened in all of Finland, whereas only in Turku women aged 40 to 49 and 60 to 74 were screened in addition. Data regarding cancer recurrence were derived from the Finnish Cancer Registry and data on deaths were collected from Statistics Finland. In survival analyses, screened women with invasive BC had a significantly higher survival rate than the women with clinical BC. The survival benefit started to appear already during the first follow-up years and was evident in all age groups. A marginal survival extension was also seen in screened women when BC had spread to ipsilateral axillary nodes already at diagnosis. Recurrence-free survival rate after BC treatment was significantly more favorable among the screened women compared with women with BC found clinically. The screening invitation interval did not significantly influence BC mortality in the subset of women aged 40 to 49 years. There were no consistent differences in the changes of BC incidence between Turku and the comparison areas during the screening era. In Turku, the BC mortality incidence in women aged 55−69 years was significantly lower during the screening era (from 1987 to 1997) compared with the pre-screening era, whereas no such change was found in the city of Helsinki or Tampere. When comparing the changes in incidence-based BC mortality during years 1987 to 2009 in Turku to those of Helsinki and the rest of Finland, there was a suggestion of more than 20 percent lower mortality in Turku among oldest age group (75-84 years) compared with the reference residential areas, but the differences were not consistently significant. Interpretation of the study results should be made with caution because there were no random control groups, and on the other hand, the number of cases in subgroups was fairly low to yield definite conclusions. Also due to the many statistical analyses, some of the findings may be due to chance. The results are, however, suggestive for a decrease of BC mortality in the elderly age groups due to wide mammography screening. This finding needs confirmation in further studies before recommending an expansion of mammography screening to women up to the age of 74 years

Effects of acupuncture on behavioral, cardiovascular and hormonal responses in restraint-stressed Wistar rats

Stress is a well-known entity and may be defined as a threat to the homeostasis of a being. In the present study, we evaluated the effects of acupuncture on the physiological responses induced by restraint stress. Acupuncture is an ancient therapeutic technique which is used in the treatment and prevention of diseases. Its proposed mechanisms of action are based on the principle of homeostasis. Adult male Wistar EPM-1 rats were divided into four groups: group I (N = 12), unrestrained rats with cannulas previously implanted into their femoral arteries for blood pressure and heart rate measurements; group II (N = 12), rats that were also cannulated and were submitted to 60-min immobilization; group III (N = 12), same as group II but with acupuncture needles implanted at points SP6, S36, REN17, P6 and DU20 during the immobilization period; group IV (N = 14), same as group III but with needles implanted at points not related to acupuncture (non-acupoints). During the 60-min immobilization period animals were assessed for stress-related behaviors, heart rate, blood pressure and plasma corticosterone, noradrenaline and adrenaline levels. Group III animals showed a significant reduction (60% on average, P<0.02) in restraint-induced behaviors when compared to groups II and IV. Data from cardiovascular and hormonal assessments indicated no differences between group III and group II and IV animals, but tended to be lower (50% reduction on average) in group I animals. We hypothesize that acupuncture at points SP6, S36, REN17, P6 and DU20 has an anxiolytic effect on restraint-induced stress that is not due to a sedative action

Effects of the partial removal of wood hemicelluloses on the properties of kraft pulp

The objective of this work was to study the effects of partial removal of wood hemicelluloses on the properties of kraft pulp.The work was conducted by extracting hemicelluloses (1) by a softwood chip pretreatment process prior to kraft pulping, (2) by alkaline extraction from bleached birch kraft pulp, and (3) by enzymatic treatment, xylanase treatment in particular, of bleached birch kraft pulp. The qualitative and quantitative changes in fibers and paper properties were evaluated. In addition, the applicability of the extraction concepts and hemicellulose-extracted birch kraft pulp as a raw material in papermaking was evaluated in a pilot-scale papermaking environment. The results showed that each examined hemicellulose extraction method has its characteristic effects on fiber properties, seen as differences in both the physical and chemical nature of the fibers. A prehydrolysis process prior to the kraft pulping process offered reductions in cooking time, bleaching chemical consumption and produced fibers with low hemicellulose content that are more susceptible to mechanically induced damages and dislocations. Softwood chip pretreatment for hemicellulose recovery prior to cooking, whether acidic or alkaline, had an impact on the physical properties of the non-refined and refined pulp. In addition, all the pretreated pulps exhibited slower beating response than the unhydrolyzed reference pulp. Both alkaline extraction and enzymatic (xylanase) treatment of bleached birch kraft pulp fibers indicated very selective hemicellulose removal, particularly xylan removal. Furthermore, these two hemicellulose-extracted birch kraft pulps were utilized in a pilot-scale papermaking environment in order to evaluate the upscalability of the extraction concepts. Investigations made using pilot paper machine trials revealed that some amount of alkalineextracted birch kraft pulp, with a 24.9% reduction in the total amount of xylan, could be used in the papermaking stock as a mixture with non-extracted pulp when producing 75 g/m2 paper. For xylanase-treated fibers there were no reductions in the mechanical properties of the 180 g/m2 paper produced compared to paper made from the control pulp, although there was a 14.2% reduction in the total amount of xylan in the xylanase-treated pulp compared to the control birch kraft pulp. This work emphasized the importance of the hemicellulose extraction method in providing new solutions to create functional fibers and in providing a valuable hemicellulose co-product stream. The hemicellulose removal concept therefore plays an important role in the integrated forest biorefinery scenario, where the target is to the co-production of hemicellulose-extracted pulp and hemicellulose-based chemicals or fuels.

Effects of emotional reactivity on inhibitory avoidance in the elevated T-maze

The possibility of the presence of inter-individual emotional differences and the memory performance of rats was examined in the elevated T-maze. Two kinds of aversively motivated behaviors, inhibitory avoidance and escape learning, were measured. Based on the number of trials to achieve a learning criterion, rats were divided into two subgroups with either low or high avoidance reactivity (LAR or HAR, respectively). Retention test avoidance latencies showed that HAR animals had better avoidance memory (Mann-Whitney rank sum test, P = 0.0035). No such differences were found for the escape component of this test. These data suggest that individual emotional differences affect inhibitory avoidance performance, which may help to explain the dispersion of the data observed in other studies using this paradigm.

Production planning and optimization of a pulp mill: introduction of the optimisation based scheduling software for pulp industry

The objective of this project was to introduce a new software product to pulp industry, a new market for case company. An optimization based scheduling tool has been developed to allow pulp operations to better control their production processes and improve both production efficiency and stability. Both the work here and earlier research indicates that there is a potential for savings around 1-5%. All the supporting data is available today coming from distributed control systems, data historians and other existing sources. The pulp mill model together with the scheduler, allows what-if analyses of the impacts and timely feasibility of various external actions such as planned maintenance of any particular mill operation. The visibility gained from the model proves also to be a real benefit. The aim is to satisfy demand and gain extra profit, while achieving the required customer service level. Research effort has been put both in understanding the minimum features needed to satisfy the scheduling requirements in the industry and the overall existence of the market. A qualitative study was constructed to both identify competitive situation and the requirements vs. gaps on the market. It becomes clear that there is no such system on the marketplace today and also that there is room to improve target market overall process efficiency through such planning tool. This thesis also provides better overall understanding of the different processes in this particular industry for the case company.

Operations management in courts of justice - outlining functions, challenges and development possibilities

Professional services are an increasingly important group of economy and related to them there has been identified a fairly new concept called professional service operations management. However professional service operations management is still quite under-researched area which needs further research especially in specific contexts. This study aims to respond to that need by examining courts as an environment for operations management. As a result there is a preliminary structured description of what operations management is and could be in courts. The study also aims to inspire and tentatively classify possible areas for future research. Courts are examined based on three common perspectives for typical characteristics of professional services which can be identified in literature: the nature of customer role, the nature of professional work and the nature of process and product. The examination is based on research data from several research projects conducted in Finland and other European countries. Based on the examination it can be said that the operational environment of courts is highly complex and demanding because the case as an object of operations management tasks is challenging, the process sets strict requirements to the handling of the cases and the workforce is hard to direct.

Balanced Scorecardin ja palkitsemisen hyödyntäminen palvelutuotannon johtamisessa

Suorituskyvyn johtamista on tutkittu paljon teollisuustalouden näkökulmasta. Sen sijaan palvelutuotannon näkökulmasta katsottuna tutkimustyö on vasta aluillaan. Iso osa yritysten liiketoiminnasta muodostuu palvelujen tuottamisesta, joten palvelutuotannon merkitys on tänä päivänä varsin keskeisessä roolissa. Suorituskyvyn johtaminen tarvitsee rinnalleen kannustavia palkitsemismalleja. Oikein toteutettuna palkitseminen ohjaa strategian mukaisiin tavoitteisiin ja parantaa organisaation tuloksellisuutta. Palkitseminen tulee kuitenkin nähdä riittävän monipuolisena kokonaisuutena. Parhaimmillaan se sitouttaa, motivoi ja kannustaa työntekijöitä entistä parempiin suorituksiin. Epäonnistuessaan sillä on monia negatiivissa vaikutuksia. Se saattaa lisätä epäoikeudenmukaisuuden tunnetta, jolloin työilmapiiri heikkenee sekä poissaolot ja vaihtuvuus lisääntyvät. Tässä tutkimuksessa on keskitytty palvelutuotannon organisaation tutkimiseen. Tutkimuksessa selvitettiin, mitä tekijöitä tulee huomioida logistiikkasektorin palvelutuotannon organisaation onnistumista mitattaessa ja palkitessa. Tutkimus toteutettiin case-organisaatiossa konstruktiivista tutkimusotetta hyödyntäen. Tiedonkeruumenetelmänä käytettiin puolistrukturoituja haastatteluja. Tutkimuksessa rakennettiin suorituskykyä mittaava mallimittaristo ja suorituskykyä tukeva palkitsemismalli. Mittariston viitekehyksenä käytettiin Balanced Scorecardia. Tulosten perusteella voidaan todeta, että palvelutuotannon erityispiirteet tulee huomioida mittaristoa rakennettaessa. Asiakkaan rooli tulee palvelutuotannossa korostuneesti esiin. Lisäksi on huomioitava kohdeorganisaation omat strategiset tavoitteet. Mittaristoon tulee ottaa tulosmittareita, ennakoivia mittareita ja ympäristön muutosta selittäviä mittareita. Palkitsemismalleja tulee tutkia sekä aineellisen että aineettoman palkitsemisen näkökulmista. Aineellisessa palkitsemisessa tulee huomioida suoritukseen perustuva palkitseminen. Aineettomassa palkitsemisessa puolestaan on huomioitava yksilölliset tarpeet, jotka perustuvat henkilökohtaisiin ominaisuuksiin ja arvomaailmaan.

Advanced analysis and design methods for preparative chromatographic separation processes

Preparative liquid chromatography is one of the most selective separation techniques in the fine chemical, pharmaceutical, and food industries. Several process concepts have been developed and applied for improving the performance of classical batch chromatography. The most powerful approaches include various single-column recycling schemes, counter-current and cross-current multi-column setups, and hybrid processes where chromatography is coupled with other unit operations such as crystallization, chemical reactor, and/or solvent removal unit. To fully utilize the potential of stand-alone and integrated chromatographic processes, efficient methods for selecting the best process alternative as well as optimal operating conditions are needed. In this thesis, a unified method is developed for analysis and design of the following singlecolumn fixed bed processes and corresponding cross-current schemes: (1) batch chromatography, (2) batch chromatography with an integrated solvent removal unit, (3) mixed-recycle steady state recycling chromatography (SSR), and (4) mixed-recycle steady state recycling chromatography with solvent removal from fresh feed, recycle fraction, or column feed (SSR–SR). The method is based on the equilibrium theory of chromatography with an assumption of negligible mass transfer resistance and axial dispersion. The design criteria are given in general, dimensionless form that is formally analogous to that applied widely in the so called triangle theory of counter-current multi-column chromatography. Analytical design equations are derived for binary systems that follow competitive Langmuir adsorption isotherm model. For this purpose, the existing analytic solution of the ideal model of chromatography for binary Langmuir mixtures is completed by deriving missing explicit equations for the height and location of the pure first component shock in the case of a small feed pulse. It is thus shown that the entire chromatographic cycle at the column outlet can be expressed in closed-form. The developed design method allows predicting the feasible range of operating parameters that lead to desired product purities. It can be applied for the calculation of first estimates of optimal operating conditions, the analysis of process robustness, and the early-stage evaluation of different process alternatives. The design method is utilized to analyse the possibility to enhance the performance of conventional SSR chromatography by integrating it with a solvent removal unit. It is shown that the amount of fresh feed processed during a chromatographic cycle and thus the productivity of SSR process can be improved by removing solvent. The maximum solvent removal capacity depends on the location of the solvent removal unit and the physical solvent removal constraints, such as solubility, viscosity, and/or osmotic pressure limits. Usually, the most flexible option is to remove solvent from the column feed. Applicability of the equilibrium design for real, non-ideal separation problems is evaluated by means of numerical simulations. Due to assumption of infinite column efficiency, the developed design method is most applicable for high performance systems where thermodynamic effects are predominant, while significant deviations are observed under highly non-ideal conditions. The findings based on the equilibrium theory are applied to develop a shortcut approach for the design of chromatographic separation processes under strongly non-ideal conditions with significant dispersive effects. The method is based on a simple procedure applied to a single conventional chromatogram. Applicability of the approach for the design of batch and counter-current simulated moving bed processes is evaluated with case studies. It is shown that the shortcut approach works the better the higher the column efficiency and the lower the purity constraints are.

Siirtohinnoittelun kehittäminen etäluettavilta mittareilta saatavan datan avulla sähkönjakeluyhtiö Mäntsälän Sähkö Oy:lle

Sähkönsiirtomaksuilla katetaan luonnollisena alueellisena monopolina toimivan paikallisen sähkönjakeluyhtiön toiminta. Koska sähköverkkoyhtiöt toimivat monopoliasemassa, niiden toimintaa valvoo Energiavirasto. Energiavirasto valvoo pääasiassa verkkoyhtiöiden liikevaihtoa ja toiminnan tehokkuutta. Verkkoyhtiöiden toimintaa säätää Suomessa sähkömarkkinalaki. Verkkoyhtiöiden kustannusrakenne on hyvin sidottu verkoston kustannuksiin. Koska sähköverkoston kustannukset ovat pitkän käyttöiän ja suurien alkuinvestointien vuoksi vuosittain kiinteät ja merkittävän suuret, olisi verkkoyhtiön kannalta tärkeää, että vuosittaiset tulot eivät suuresti vaihtelisi. Nykyisellä hinnoittelumallilla kuitenkin verkkoyhtiöiden tulot jäävät hyvin riippuvaisiksi talven kylmyydestä. Nykyisin Suomessa yleisesti käytettävässä siirtohinnoittelun hinnoittelumallissa ei huomioida myöskään sitä, että verkkoyhtiön kustannukset ovat enemmän riippuvaisia verkossa siirretyistä tehoista kuin energioista. Siirtohinnoittelun kannalta on tapahtunut ja on tapahtumassa merkittäviä muutoksia. Etäluettavien sähkönkulutusmittarien käyttöönoton myötä asiakkaiden kulutuksesta saadaan huomattavasti entistä enemmän tietoa, mikä auttaa kustannusvastaavien hintojen määrittämisessä. Samaan aikaan asiakkaiden sähkön käyttö voi muuttua huomattavasti varsinkin sähköautojen ja lämpöpumppujen yleistymisen myötä. Tämän työn tarkoituksena on luoda Mäntsälän Sähkö Oy:lle sähkönsiirtohinnoittelun kustannuksia vastaavien hintojen määrittämiseksi laskentasovellus sekä selvittää tulevaisuuden siirtohinnoittelun toteuttamismahdollisuuksia. Lyhyen aikavälin suunnittelussa keskitytään kustannusvastaavien hintojen määrittämiseen keskihintaperiaatteen avulla ja pidemmän aikavälin suunnittelussa asiakkaiden huipputehoihin perustuvan hinnoittelun toteuttamisen vaikutuksiin sekä verkkoyhtiön että asiakkaan näkökulmasta.