Near real-time analysis of active distribution networks in a Digital Twin framework. A real case study

The growth of distributed generation and the need of increasing Distribution Network (DN) resilience is encouraging Distribution System Operators (DSO) to increase awareness about the real-time status of the network as well as to actively manage flexible energy resources for improving system performances. In this context, Digital Twin (DT) is an enabling technology for a low-cost distributed framework that supports DN management. DT in the power system can be exploited taking advantage of the successful experiences in other sectors (e.g., smart manufacturing and building automation). This article presents a real case study of a DT development and its integration with an existing DN. The DT system architecture is based on the recent standards whilst main DT components have been originally developed, enabling near real-time services such as data collection, state estimation, and flexibility calculator. The individual performances of the integrated tools and the reliability of DT were tested and validated during one month of continuous operation. During the operation, good service continuity and accuracy performances were reported. Results from the flexibility calculator show the effectiveness of the proposed strategies that can improve the energy efficiency of the DN by increasing local self-consumption of Renewable Energy Sources (RES) production

Modulating MIOX2 expression in Nicotiana tabacum and impacts on genes involved in cell wall biosynthesis

Cell walls are essential structures for plant development and growth. Apart from its biological functions, the polysaccharides that make cell walls (cellulose, hemicellulose and pectins) are the principal natural fibrous materials, considered the most important renewable resource on earth, used as raw material for many industrial processes among them, for pulp and paper production, charcoal, and biofuels. For all these reasons, the study of molecular composition and biosynthesis of plant cell walls has been a matter of great interest for researchers over the past few years. In this context, a full-length cDNA fragment of Miox2 gene was cloned from Arabidopsis seedlings, using RT-PCR, with an open reading frame of 954 pb and a corresponding protein subunit molecular mass of 37 kDa. The deduced amino acid sequence of the cDNA showed a high degree of homology with myo-Inosytol oxygenases from other organisms. This cDNA was used for genetic transformation of model plants (tobacco), which expressed either antisense or sense RNA. Transgenic homozygous tobacco model plants with either repression or constitutively expressed Miox2 were obtained with the number of copies varying from 1 to 7. Neither, the repression of the endogenous tobacco Miox genes or the constitutive expression of Miox2 gene, caused major impact on plant development, leaf morphology or flowering time. There was however, statistically significant (P<0.05) changes in the arabinan and D-galacturonate contents. These results clearly indicate that the modulation of the myo-Inositol pathway caused no major impact on cell wall polysaccharide biosynthesis.As paredes celulares vegetais são estruturas essenciais para o crescimento e desenvolvimento das plantas. Além de suas diversas funções biológicas, os componentes polissacarídicos constituintes das paredes celulares (celulose, hemiceluloses e pectinas) são de vital importância como fonte natural de fibras, sendo consideradas as fontes principais de recursos renováveis do planeta, utilizados como matéria prima para diversos processos industriais, dentre eles, a produção de papel e celulose, carvão vegetal e biocombustíveis. Todos esses fatores têm despertado grande interesse no estudo da composição e biossíntese das paredes celulares. Neste contexto, um fragmento de cDNA do gene Miox2 foi clonado de plântulas de Arabidopsis, via RT-PCR, com uma região aberta de leitura de 954 pb e sua proteína com massa molecular de 37kDa. A sequência deduzida de aminoácidos do cDNA apresentou alto grau de identidade com mio-Inositol oxigenases de outros organismos. Este cDNA foi usado para transformação genética de plantas modelo (tabaco) que produziram RNA antisense ou sense. Plantas de tabaco homozigotas para o transgene com repressão ou expressão constitutiva do gene Miox2 foram obtidas com um número de cópias do transgene, variando de 1 a 7. A repressão do gene Miox de tabaco endógeno assim como a expressão constitutiva do gene Miox2 de Arabidopsis não causaram alterações no desenvolvimento, morfologia foliar ou tempo de florescimento das plantas. Entretanto, alterações estatisticamente significativas (P<0.05) ocorreram no conteúdo de arabinana e de D-galacturonato. Estes resultados indicam que a modulação do metabolismo do mio-Inositol não causou grandes impactos na biossíntese dos polissacarídeos da parede celular.Fil: Defávari Nascimento, D.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Conti, Gabriela. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Labate, Mônica T. V.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Gutmanis, Gunta. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Bertolo, Ana L. F.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: de Andrade, Alexander. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Bragatto, Juliano. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Pagotto, Luís Otávio. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Damin, Plínio. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Moon, David H.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Labate, Carlos A.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; Brasi

Modulating MIOX2 expression in Nicotiana tabacum and impacts on genes involved in cell wall biosynthesis

Cell walls are essential structures for plant development and growth. Apart from its biological functions, the polysaccharides that make cell walls (cellulose, hemicellulose and pectins) are the principal natural fibrous materials, considered the most important renewable resource on earth, used as raw material for many industrial processes among them, for pulp and paper production, charcoal, and biofuels. For all these reasons, the study of molecular composition and biosynthesis of plant cell walls has been a matter of great interest for researchers over the past few years. In this context, a full-length cDNA fragment of Miox2 gene was cloned from Arabidopsis seedlings, using RT-PCR, with an open reading frame of 954 pb and a corresponding protein subunit molecular mass of 37 kDa. The deduced amino acid sequence of the cDNA showed a high degree of homology with myo-Inosytol oxygenases from other organisms. This cDNA was used for genetic transformation of model plants (tobacco), which expressed either antisense or sense RNA. Transgenic homozygous tobacco model plants with either repression or constitutively expressed Miox2 were obtained with the number of copies varying from 1 to 7. Neither, the repression of the endogenous tobacco Miox genes or the constitutive expression of Miox2 gene, caused major impact on plant development, leaf morphology or flowering time. There was however, statistically significant (P<0.05) changes in the arabinan and D-galacturonate contents. These results clearly indicate that the modulation of the myo-Inositol pathway caused no major impact on cell wall polysaccharide biosynthesis.As paredes celulares vegetais são estruturas essenciais para o crescimento e desenvolvimento das plantas. Além de suas diversas funções biológicas, os componentes polissacarídicos constituintes das paredes celulares (celulose, hemiceluloses e pectinas) são de vital importância como fonte natural de fibras, sendo consideradas as fontes principais de recursos renováveis do planeta, utilizados como matéria prima para diversos processos industriais, dentre eles, a produção de papel e celulose, carvão vegetal e biocombustíveis. Todos esses fatores têm despertado grande interesse no estudo da composição e biossíntese das paredes celulares. Neste contexto, um fragmento de cDNA do gene Miox2 foi clonado de plântulas de Arabidopsis, via RT-PCR, com uma região aberta de leitura de 954 pb e sua proteína com massa molecular de 37kDa. A sequência deduzida de aminoácidos do cDNA apresentou alto grau de identidade com mio-Inositol oxigenases de outros organismos. Este cDNA foi usado para transformação genética de plantas modelo (tabaco) que produziram RNA antisense ou sense. Plantas de tabaco homozigotas para o transgene com repressão ou expressão constitutiva do gene Miox2 foram obtidas com um número de cópias do transgene, variando de 1 a 7. A repressão do gene Miox de tabaco endógeno assim como a expressão constitutiva do gene Miox2 de Arabidopsis não causaram alterações no desenvolvimento, morfologia foliar ou tempo de florescimento das plantas. Entretanto, alterações estatisticamente significativas (P<0.05) ocorreram no conteúdo de arabinana e de D-galacturonato. Estes resultados indicam que a modulação do metabolismo do mio-Inositol não causou grandes impactos na biossíntese dos polissacarídeos da parede celular.Fil: Defávari Nascimento, D.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Conti, Gabriela. Consejo Nacional de Investigaciones Científicas y Técnicas; ArgentinaFil: Labate, Mônica T. V.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Gutmanis, Gunta. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Bertolo, Ana L. F.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: de Andrade, Alexander. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Bragatto, Juliano. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Pagotto, Luís Otávio. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Damin, Plínio. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Moon, David H.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; BrasilFil: Labate, Carlos A.. Universidade do Sao Paulo. Escola Superior de Agricultura Luiz de Queiroz; Brasi

Cloning and endogenous expression of a Eucalyptus grandis UDP-glucose dehydrogenase cDNA

UDP-glucose dehydrogenase (UGDH) catalyzes the oxidation of UDP-glucose (UDP-Glc) to UDP-glucuronate (UDP-GlcA), a key sugar nucleotide involved in the biosynthesis of plant cell wall polysaccharides. A full-length cDNA fragment coding for UGDH was cloned from the cambial region of 6-month-old E. grandis saplings by RT-PCR. The 1443-bp-ORF encodes a protein of 480 amino acids with a predicted molecular weight of 53 kDa. The recombinant protein expressed in Escherichia coli catalyzed the conversion of UDP-Glc to UDP-GlcA, confirming that the cloned cDNA encodes UGDH. The deduced amino acid sequence of the cDNA showed a high degree of identity with UGDH from several plant species. The Southern blot assay indicated that more than one copy of UGDH is present in Eucalyptus. These results were also confirmed by the proteomic analysis of the cambial region of 3- and 22-year-old E. grandis trees by 2-DE and LC-MS/MS, showing that at least two isoforms are present. The cloned gene is mainly expressed in roots, stem and bark of 6-month-old saplings, with a lower expression in leaves. High expression levels were also observed in the cambial region of 3- and 22-year-old trees. The results described in this paper provide a further view of the hemicellulose biosynthesis during wood formation in E. grandis

Comparative genomic analysis of innate immunity reveals novel and conserved components in crustacean food crop species

Abstract Background Growing global demands for crustacean food crop species have driven large investments in aquaculture research worldwide. However, large-scale production is susceptible to pathogen-mediated destruction particularly in developing economies. Thus, a thorough understanding of the immune system components of food crop species is imperative for research to combat pathogens. Results Through a comparative genomics approach utilising extant data from 55 species, we describe the innate immune system of the class Malacostraca, which includes all food crop species. We identify 7407 malacostracan genes from 39 gene families implicated in different aspects of host defence and demonstrate dynamic evolution of innate immunity components within this group. Malacostracans have achieved flexibility in recognising infectious agents through divergent evolution and expansion of pathogen recognition receptors genes. Antiviral RNAi, Toll and JAK-STAT signal transduction pathways have remained conserved within Malacostraca, although the Imd pathway appears to lack several key components. Immune effectors such as the antimicrobial peptides (AMPs) have unique evolutionary profiles, with many malacostracan AMPs not found in other arthropods. Lastly, we describe four putative novel immune gene families, potentially representing important evolutionary novelties of the malacostracan immune system. Conclusion Our analyses across the broader Malacostraca have allowed us to not only draw analogies with other arthropods but also to identify evolutionary novelties in immune modulation components and form strong hypotheses as to when key pathways have evolved or diverged. This will serve as a key resource for future immunology research in crustacean food crops

Impatto del COVID-19 sulla rete elettrica di distribuzione di Terni

In occasione di un evento straordinario, come quello della pandemia di COVID-19, sono state registrate variazioni molto rapide nei profili di assorbimento e nelle abitudini dei consumatori di energia elettrica. Questo articolo analizza l’impatto del lockdown sul carico e la produzione nel sistema di distribuzione di Terni. Dal punto di vista del gestore della rete di distribuzione, non sono state riscontrate rilevanti problematiche da affrontare. La generazione distribuita da fonte rinnovabile non ha rilevato particolari difficoltà, mantenendo sostanzialmente il tipico andamento annuale di generazione. L’aumento dei consumi domestici è stato compensato e superato dalla riduzione dei processi industriali e delle attività commerciali. Più di 25.000 utenti domestici hanno incrementato i loro consumi durante il mese di Aprile 2020 e il consumo globale degli utenti domestici a Marzo 2020 è risultato 1,05 volte superiore a quello registrato nello stesso mese nel 2015. I flussi di potenza alle cabine primarie evidenziano una importante riduzione della domanda elettrica in ogni punto di connessione alla rete di trasmissione ad alta tensione; in particolare le sbarre 1 e 2 della più importante cabina primaria di Terni hanno registrato una diminuzione del 15,3 % rispetto a Marzo 2019 e del 24,25 % rispetto ad Aprile 2019

A Distribution Network during the 2020 COVID-19 Pandemic

During an extraordinary event, like the COVID19 pandemic, very rapid changes in consumption profiles and customers behaviors were recorded. This paper investigates the impact of the lockdown on load and production in the distribution system of Terni. From a DSO point of view, no relevant issues were encountered to be faced. The distributed power generation from renewable resources did not affect relevant issues, maintaining the typical annual generation profiles. A domestic consumption increase was replaced by more relevant decrease of industrial processes and commercial activities absorptions. More than 25,000 domestic users increased their consumptions in April 2020 and the overall consumption of domestic customers in March was 1,05 times higher than the 2015 respectively consumption. The power flows at primary substations reveal a relevant electric demand reduction for each point of connection with the high voltage transmission system; especially bar 1 and 2 of the most relevant Terni primary substation, recorded a 15.3% decrease with respect to March 2019, and a 24.25% decrease with respect to April 2019

Comparison of baseline load forecasting methodologies for active and reactive power demand

Forecasting the electricity consumption is an essential activity to keep the grid stable and avoid problems in the devices connected to the grid. Equaling consumption to electricity production is crucial in the electricity market. The grids worldwide use different methodologies to predict the demand, in order to keep the grid stable, but is there any difference between making a short time prediction of active power and reactive power into the grid? The current paper analyzes the most usual forecasting algorithms used in the electrical grids: ‘X of Y’, weighted average, comparable day, and regression. The subjects of the study were 36 different buildings in Terni, Italy. The data supplied for Terni buildings was split into active and reactive power demand to the grid. The presented approach gives the possibility to apply the forecasting algorithm in order to predict the active and reactive power and then compare the discrepancy (error) associated with forecasting methodologies. In this paper, we compare the forecasting methodologies using MAPE and CVRMSE. All the algorithms show clear differences between the reactive and active power baseline accuracy. ‘Addition X of Y middle’ and ‘Addition Weighted average’ better follow the pattern of the reactive power demand (the prediction CVRMSE error is between 12.56% and 13.19%) while ‘Multiplication X of Y high’ and ‘Multiplication X of Y middle’ better predict the active power demand (the prediction CVRMSE error is between 12.90% and 15.08%)