Optimized dynamic response of parallel operation of two single phase inverters based on evolutionary theory

In this work it is proposed an optimized dynamic response of parallel operation of two single-phase inverters with no control communication. The optimization aims the tuning of the slopes of P-ω and Q-V curves so that the system is stable, damped and minimum settling time. The slopes are tuned using an algorithm based on evolutionary theory. Simulation and experimental results are presented to prove the feasibility of the proposed approach. © 2010 IEEE.

AI in power systems and energy markets

In a world increasingly conscientious about environmental effects, power and energy systems are undergoing huge transformations. Electric energy produced from power plants is transmitted and distributed to end users through a power grid. The power industry performs the engineering design, installation, operation, and maintenance tasks to provide a high-quality, secure energy supply while accounting for its systems’ abilities to withstand uncertain events, such as weather-related outages. Competitive, deregulated electricity markets and new renewable energy sources, however, have further complicated this already complex infrastructure.Sustainable development has also been a challenge for power systems. Recently, there has been a signifi cant increase in the installation of distributed generations, mainly based on renewable resources such as wind and solar. Integrating these new generation systems leads to more complexity. Indeed, the number of generation sources greatly increases as the grid embraces numerous smaller and distributed resources. In addition, the inherent uncertainties of wind and solar energy lead to technical challenges such as forecasting, scheduling, operation, control, and risk management. In this special issue introductory article, we analyze the key areas in this field that can benefi t most from AI and intelligent systems now and in the future.We also identify new opportunities for cross-fertilization between power systems and energy markets and intelligent systems researchers.

Sisäisten materiaalivirtojen jäljitettävyys osana yrityksen hankintatoimen laatua

Tämän tutkimuksen tarkoituksena on sisäisten materiaalivirtojen jäljittäminen Cloetta Fazer Suklaa Oy:ssä. Työssä selvitetään yrityksen jäljitettävyyden nykytila case-raaka-aineiden ja case-tuotteiden osalta niillä osastoilla, joilla kyseisiä raaka-aineita ja tuotteita käsitellään. Tämä tutkimus perustuu teemahaastatteluihin, case-tutkimuksiin ja omiin havaintoihin yrityksen eri osastoilla. Jäljitettävyyden nykytilan selvittämisen jälkeen saadaan selville mahdolliset, niin sanotut "aukkopaikat" jäljitettävyysketjussa yrityksen sisällä. Työn teoriaosuudessa tarkastellaan jäljitettävyyttä osana koko yrityksen ja hankintatoimen laadun osana. Total Quality Management, laatujohtaminen ja Total Quality Control ovat teorioita, joihin työn teoriaosuus pohjautuu. Tutkimus osoittaa, että jäljitettävyyden nykytila on kohtuullisen hyvä case yrityksessä, Cloetta Fazer Suklaa Oy:ssä. Kuitenkin kannattaa harkita mahdollisia parannuksia, jotta jäljitettävyyden astetta saadaan edelleen kohotettua. Mitä tulee jäljitettävyystilanteisiin eräseurattavia raaka-aineita on yksinkertaisempi jäljittää kuin ei-eräseurattavia raaka-aineita, koska eräseurattavien raaka-aineet kuuluvat SAP-toiminnnanohjausjärjestelmään kun taas ei-eräseurattavat raaka-aineet perustuvat pääasiassa manuaalisiin dokumentteihin.

Prosessitietokoneen käytön kehittäminen Mertaniemen voimalaitoksella

Mertaniemen voimalaitoksien prosessitietokone (PTK) on uusittu keväällä 2005. Tämän työn tarkoituksena on ollut auttaa PTK:n virheiden korjaamisessa ja puut-teiden kartoittamisessa. Työssä on keskitytty etenkin prosessiraportoinnin tekemiseen. Työn alussa on kerrottu Mertaniemen voimalaitoksen tekniset tiedot ja PTK:n hankinnan taustatietoja. Uudesta PTK-järjestelmästä on kuvattu laitteisto, sovellus ja perusohjelmistot. PTK:n ja muiden järjestelmien välinen tiedonsiirto on myös kuvattu. PTK muuttujien nimeäminen on esitelty, jotta olisi helpompi hahmottaa työssä käytettyjen positioiden merkityksiä. Prosessiraportoinnin kehittämisessä kuvataan raporttien tarvetta ja niiden sisältöä sekä sitä kuinka raportit on tehty. Päästöraportointi on esitetty omana osa-alueenaan, koska voimalaitosten päästöjen seurantaa edellytetään tehtävän viran¬omaismääräysten ja EU-direktiivien vaatimusten mukaisesti. Raporttien lisäksi prosessiarvojen seuraamista helpottamaan on tehty yhteisiä trendi- ja työtilanäyttöjä. PTK:n ongelmakohtina on käsitelty muuttujien tunnuksissa ja nimissä olevat virheet sekä PTK laskennan tarkastaminen. Muuttujien nimien ja laskennan tarkas¬tusta tehtiin prosessiraportoinnin tekemisen yhteydessä sekä yhteistyössä PTK-järjestelmän toimittaneen Metso Automation Oy:n kanssa. Päästölaskennan korjaaminen oli erityisen tärkeää.

Sellutehtaan sekundäärilämmön käytön tehostaminen

Energia on olennainen osa nykyaikaisen sellutehtaan prosesseja, joissa kuluu suuria määriä lämpöä ja sähköä. Pyrittäessä entistä kustannustehokkaampaan liiketoimintaan nousee energiatehokkuus usein mielenkiinnon kohteeksi. Pitkälle viety sähkön ja lämmön yhteistuotanto yhdistettynä korkeaan biopolttoaineiden osuuteen energian tuotannossa luovat pohjan tälle pyrkimykselle. Sekundäärilämpöä syntyy prosessien sivutuotteena ja sen mahdollisimman suuri hyödyntäminen on yksi keino päästä kohti parempaa energiatehokkuutta. Joissain tapauksissa sillä voidaan korvata jopa primäärienergian käyttöä ja mahdollisesti pienentää ostopolttoaineiden tarvetta. Diplomityössä tutkitaan sellutehtaan sekundäärilämpöjärjestelmän toimintaa, ohjausta ja energiankulutusta. Sekundäärilämpöjärjestelmästä muodostetaan taseet talvitilanteessa ja samalla etsitään mahdollisia uusia talteenotettavia sekundäärilämpövirtoja tai vastaavasti käyttökohteita. Lisäksi päivitetään sekundäärilämpöjärjestelmän raportoinnin ja ohjauksen työkaluja nykytilannetta vastaavaksi. Työn aikana kiinnitetään myös huomiota järjestelmän toimintaan muutostilanteissa, joissa kaikkia vesijakeita ei välttämättä ole saatavilla prosessin tarvitsemia määriä.

Laatu ja tuottavuus hitsaavassa verkostossa

Diplomityössä tarkastellaan laadun ja tuottavuuden parantamisen keinoja hitsaavassa verkostossa MIG/MAG-hitsauksen osalta. Työn taustalla vaikuttaa Total Welding Management -menetelmä, mikä on hitsaustoimintojen kokonaisvaltaiseen johtamiseen ja hallintaan kehitetty toimintamalli. Työn teoriaosassa käsitellään laatuajattelua ja yritysyhteistyötä hitsaavan teollisuuden yrityskentässä sekä hitsauskustannuksiin vaikuttavia tekijöitä. Tutkimusosuus sisältää yritysverkoston nykytilan tarkastelun sekä kehitystoimenpiteitä kohti verkoston yhteistä toimintamallia saavuttaa tehokas ja kannattava yhteistyö. Hitsaustyön kustannukset määritetään suurelta osin suunnittelussa. Laatuun voidaan vaikuttaa merkittävästi hitsaustyötä edeltävissä toiminnoissa sekä hitsaajan työn tukemisella. Kokonaisvaltaisen hyödyn saavuttaminen hitsaustyön tuottavuuden parantamisessa vaatii kaikkien toimintojen tarkastelua sen sijaan, että tehostetaan vain hitsaamon toimintaa. Itse hitsaus voi olla vain pieni osa hitsaustoimintojen kokonaishallintaa. Toimintamallin luominen laadunvarmistukseen, suunnittelun ja valmistuksen yhteistyöhön sekä hitsaustoimintojen hallintaan mahdollistaa hitsaavan verkoston toiminnan tehostamisen sekä laadun paranemisen. Tämä saavutetaan viemällä toimintamalli osaksi jokapäiväistä työtä, lähelle valmistusta, ja ohjeistamalla, että jokainen tietää kuinka toimia. Esimerkiksi työssä tarkastellun yhden tuotteen osalta ohjeistus turhan työn vähentämiseksi tuotti 19 % tuotannon kasvun työvuoron aikana. Tilaus-toimitusketjun tuottavuuteen ja kannattavuuteen voidaan vaikuttaa merkittävästi käymällä läpi konkreettisesti valmistettavat tuotteet ja niihin liittyvät toiminnot. Diplomityössä tehtyjen tarkastelujen ja havaintojen avulla käytännön työ tulee jatkumaan yritysverkostossa tapahtuvassa kehitystyössä.

Tiedonkeruujärjestelmän kehittäminen voimalaitoksen toiminnan tehostamisessa

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.

Reconfiguração dinâmica de estratégias distribuídas em dispositivos foundation fieldbus para a otimização de processos na indústria do petróleo

The petrochemical industry has as objective obtain, from crude oil, some products with a higher commercial value and a bigger industrial utility for energy purposes. These industrial processes are complex, commonly operating with large production volume and in restricted operation conditions. The operation control in optimized and stable conditions is important to keep obtained products quality and the industrial plant safety. Currently, industrial network has been attained evidence when there is a need to make the process control in a distributed way. The Foundation Fieldbus protocol for industrial network, for its interoperability feature and its user interface organized in simple configuration blocks, has great notoriety among industrial automation network group. This present work puts together some benefits brought by industrial network technology to petrochemical industrial processes inherent complexity. For this, a dynamic reconfiguration system for intelligent strategies (artificial neural networks, for example) based on the protocol user application layer is proposed which might allow different applications use in a particular process, without operators intervention and with necessary guarantees for the proper plant functioning

Caracterização das perdas e distribuição de cobertura vegetal em colheita mecanizada de soja

O conceito de controle de qualidade nas operações inserido na agricultura é viabilizado por incidir diretamente nos principais objetivos do processo produtivo: retorno econômico e aumento da produtividade. A colheita mecanizada normalmente é realizada sem que haja controle efetivo para que a variabilidade das perdas fique dentro de padrões aceitáveis. Esta pesquisa teve o objetivo de determinar e caracterizar as perdas e a distribuição da cobertura vegetal após a colheita mecanizada da soja, por meio de ferramenta de controle estatístico de processo (cartas de controle). A média da perda de grãos total foi próxima do limite superior aceitável para a cultura da soja, apresentando alta variabilidade entre os pontos, tornando o processo fora de controle. A distribuição de cobertura vegetal manteve-se em processo controlado, com maior variabilidade onde o relevo foi mais inclinado. A utilização das cartas de controle foi eficiente na identificação dos pontos fora de controle e na avaliação da qualidade do processo de colheita.

Regular and moderate exercise before experimental sepsis reduces the risk of lung and distal organ injury

de Araujo CC, Silva JD, Samary CS, Guimaraes IH, Marques PS, Oliveira GP, do Carmo LGRR, Goldenberg RC, Bakker-Abreu I, Diaz BL, Rocha NN, Capelozzi VL, Pelosi P, Rocco PRM. Regular and moderate exercise before experimental sepsis reduces the risk of lung and distal organ injury. J Appl Physiol 112: 1206-1214, 2012. First published January 19, 2012; doi:10.1152/japplphysiol.01061.2011.-Physical activity modulates inflammation and immune response in both normal and pathologic conditions. We investigated whether regular and moderate exercise before the induction of experimental sepsis reduces the risk of lung and distal organ injury and survival. One hundred twenty-four BALB/c mice were randomly assigned to two groups: sedentary (S) and trained (T). Animals in T group ran on a motorized treadmill, at moderate intensity, 5% grade, 30 min/day, 3 times a week for 8 wk. Cardiac adaptation to exercise was evaluated using echocardiography. Systolic volume and left ventricular mass were increased in T compared with S group. Both T and S groups were further randomized either to sepsis induced by cecal ligation and puncture surgery (CLP) or sham operation (control). After 24 h, lung mechanics and histology, the degree of cell apoptosis in lung, heart, kidney, liver, and small intestine villi, and interleukin (IL)-6, KC (IL-8 murine functional homolog), IL-1 beta, IL-10, and number of cells in bronchoalveolar lavage (BALF) and peritoneal lavage (PLF) fluids as well as plasma were measured. In CLP, T compared with S groups showed: 1) improvement in survival; 2) reduced lung static elastance, alveolar collapse, collagen and elastic fiber content, number of neutrophils in BALF, PLF, and plasma, as well as lung and distal organ cell apoptosis; and 3) increased IL-10 in BALF and plasma, with reduced IL-6, KC, and IL-1 beta in PLF. In conclusion, regular and moderate exercise before the induction of sepsis reduced the risk of lung and distal organ damage, thus increasing survival.

Brain Regulation of Growth in Beef Calves

Small peptide hormones produced in the lower part of the brain (hypothalamus) regulate episodic and basal secretion of hormones from the anterior pituitary gland that affect metabolism and growth in cattle. This study focused on long-term growth in young calves subjected to hypophysectomy (HYPOX), hypophyseal stalk transection (HST), and sham operation control (SOC). Crossbred (Hereford x Aberdeen Angus) and Hereford, and Aberdeen Angus calves were HYPOX (n = 5), HST (n = 5), or SOC (n = 8) at 146 days of age, whereas another group was HST (n = 5) or SOC (n = 7) at 273 days of age. Body weight was determined every 21 days from birth to 1008 days of age. From day 146-1008, growth was arrested (P < 0.001) in HYPOX (0.06 kg/day) compared with SOC (0.50 kg/day) calves. Growth continued but at a significantly lower rate (P < 0.05) in calves HST at 146 days (0.32 kg/day) and 273 days (0.32 kg/day) compared with SOC (0.50 kg/day). Although episodic growth hormone (GH) secretion was abolished and peripheral blood serum GH concentration remained consistently lower in HST calves (2.4 ng/ml) than in the SOC (5.5 ng/ml; P < 0.01), the calves continued to grow throughout 1008 days. Peripheral serum thyroid stimulating hormone (TSH) concentration was less (P < 0.05) in HST compared with SOC calves. There was an abrupt decrease (P < 0.001) in serum thyroxine (T4) (4-fold) and triiodothyronine (T3) (3-fold) concentration after surgery that remained to 360 days in HST compared with SOC calves. At sacrifice, pituitary gland weight was markedly reduced (P < 0.001) in HST (0.18 g/100 kg body weight) compared with SOC (0.55 g/100 kg body weight) calves. Histological examination of pituitary glands from HST calves indicated the persistence of secretory GH and TSH cells in the same areas of the anterior pituitary gland as SOC calves. Coronal sections of the gland revealed GH and TSH secreting cells in HST calves that were similar to the controls. These results indicate that long-term growth continues, but at a slower rate, after hypophyseal stalk transection of immature calves in spite of complete abolition of episodic GH secretion and consistently decreased basal secretion of GH, TSH, T4, and T3 compared with sham-operated animals. Growth was abolished after hypophysectomy of immature calves in which circulating GH and TSH was undetectable.

Adaptive Brain-Computer Interface Systems For Communication in People with Severe Neuromuscular Disabilities

Brain-computer interfaces (BCI) have the potential to restore communication or control abilities in individuals with severe neuromuscular limitations, such as those with amyotrophic lateral sclerosis (ALS). The role of a BCI is to extract and decode relevant information that conveys a user's intent directly from brain electro-physiological signals and translate this information into executable commands to control external devices. However, the BCI decision-making process is error-prone due to noisy electro-physiological data, representing the classic problem of efficiently transmitting and receiving information via a noisy communication channel.

This research focuses on P300-based BCIs which rely predominantly on event-related potentials (ERP) that are elicited as a function of a user's uncertainty regarding stimulus events, in either an acoustic or a visual oddball recognition task. The P300-based BCI system enables users to communicate messages from a set of choices by selecting a target character or icon that conveys a desired intent or action. P300-based BCIs have been widely researched as a communication alternative, especially in individuals with ALS who represent a target BCI user population. For the P300-based BCI, repeated data measurements are required to enhance the low signal-to-noise ratio of the elicited ERPs embedded in electroencephalography (EEG) data, in order to improve the accuracy of the target character estimation process. As a result, BCIs have relatively slower speeds when compared to other commercial assistive communication devices, and this limits BCI adoption by their target user population. The goal of this research is to develop algorithms that take into account the physical limitations of the target BCI population to improve the efficiency of ERP-based spellers for real-world communication.

In this work, it is hypothesised that building adaptive capabilities into the BCI framework can potentially give the BCI system the flexibility to improve performance by adjusting system parameters in response to changing user inputs. The research in this work addresses three potential areas for improvement within the P300 speller framework: information optimisation, target character estimation and error correction. The visual interface and its operation control the method by which the ERPs are elicited through the presentation of stimulus events. The parameters of the stimulus presentation paradigm can be modified to modulate and enhance the elicited ERPs. A new stimulus presentation paradigm is developed in order to maximise the information content that is presented to the user by tuning stimulus paradigm parameters to positively affect performance. Internally, the BCI system determines the amount of data to collect and the method by which these data are processed to estimate the user's target character. Algorithms that exploit language information are developed to enhance the target character estimation process and to correct erroneous BCI selections. In addition, a new model-based method to predict BCI performance is developed, an approach which is independent of stimulus presentation paradigm and accounts for dynamic data collection. The studies presented in this work provide evidence that the proposed methods for incorporating adaptive strategies in the three areas have the potential to significantly improve BCI communication rates, and the proposed method for predicting BCI performance provides a reliable means to pre-assess BCI performance without extensive online testing.

Early Adaptation of Small Intestine After Massive Small Bowel Resection in Rats

Background: It is important that the residual bowel adapts after massive resection. The necessary intestinal adaptation is a progressive recovery from intestinal failure through increase in absorptive surface area and functional capacity and includes both morphological and functional adaptations. Objectives: The aim of this study was to investigate intestinal morphological and functional adaptations of small bowel syndrome (SBS) model rats (SBS1W) 7 days after bowel resection. Materials and Methods: Male sprague–dawley rats (n = 20/group) underwent either a 75% proximal small bowel resection (SBS1W group) or a control operation (control group). Markers of morphological adaptation were revealed by TEM analysis of H&E-stained tissue samples. The intestinal barrier condition was assessed by BT, and sIgA concentration in intestinal mucus was measured by ELISA. Contractility and the slow wave rhythm of the entire intestinal remnant were measured and recorded. Results: The SBS1W group experienced more weight loss than control group and had a clearly different intestinal morphology as revealed in TEM images. Compared with control rats, the SBS1W group had a lower sIgA concentration in intestinal mucus and higher BT to lymph nodes (70% vs 40%; level I), portal blood (40% vs 10%; level II), and peripheral blood (60% vs 30%; level III). Disorder of spontaneous rhythmic contraction, irregular amplitude, and slow frequency were detected in the SBS1W group by a muscle strips test. Similarly, the slow wave of the entire intestinal remnant in the SBS1W group was irregular and uncoordinated. Conclusions: The finding of intestinal adaptation following massive SBR in SBS1W rats provides more understanding of the mechanisms of progressive recovery from the intestinal failure that underlies SBS. The mechanical, chemical, immunological, and biological barriers were all impaired at 7 days following bowel resection, indicating that the SBS model rats were still in the intestinal adaptation phase.

Reconfiguração dinâmica de estratégias distribuídas em dispositivos foundation fieldbus para a otimização de processos na indústria do petróleo

The petrochemical industry has as objective obtain, from crude oil, some products with a higher commercial value and a bigger industrial utility for energy purposes. These industrial processes are complex, commonly operating with large production volume and in restricted operation conditions. The operation control in optimized and stable conditions is important to keep obtained products quality and the industrial plant safety. Currently, industrial network has been attained evidence when there is a need to make the process control in a distributed way. The Foundation Fieldbus protocol for industrial network, for its interoperability feature and its user interface organized in simple configuration blocks, has great notoriety among industrial automation network group. This present work puts together some benefits brought by industrial network technology to petrochemical industrial processes inherent complexity. For this, a dynamic reconfiguration system for intelligent strategies (artificial neural networks, for example) based on the protocol user application layer is proposed which might allow different applications use in a particular process, without operators intervention and with necessary guarantees for the proper plant functioning

Analysis of electricity distribution network operation business models and capitalization of control room functions with DMS

Electricity distribution network operation (NO) models are challenged as they are expected to continue to undergo changes during the coming decades in the fairly developed and regulated Nordic electricity market. Network asset managers are to adapt to competitive technoeconomical business models regarding the operation of increasingly intelligent distribution networks. Factors driving the changes for new business models within network operation include: increased investments in distributed automation (DA), regulative frameworks for annual profit limits and quality through outage cost, increasing end-customer demands, climatic changes and increasing use of data system tools, such as Distribution Management System (DMS). The doctoral thesis addresses the questions a) whether there exist conditions and qualifications for competitive markets within electricity distribution network operation and b) if so, identification of limitations and required business mechanisms. This doctoral thesis aims to provide an analytical business framework, primarily for electric utilities, for evaluation and development purposes of dedicated network operation models to meet future market dynamics within network operation. In the thesis, the generic build-up of a business model has been addressed through the use of the strategicbusiness hierarchy levels of mission, vision and strategy for definition of the strategic direction of the business followed by the planning, management and process execution levels of enterprisestrategy execution. Research questions within electricity distribution network operation are addressed at the specified hierarchy levels. The results of the research represent interdisciplinary findings in the areas of electrical engineering and production economics. The main scientific contributions include further development of the extended transaction cost economics (TCE) for government decisions within electricity networks and validation of the usability of the methodology for the electricity distribution industry. Moreover, DMS benefit evaluations in the thesis based on the outage cost calculations propose theoretical maximum benefits of DMS applications equalling roughly 25% of the annual outage costs and 10% of the respective operative costs in the case electric utility. Hence, the annual measurable theoretical benefits from the use of DMS applications are considerable. The theoretical results in the thesis are generally validated by surveys and questionnaires.