A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters.

Systems engineering plays a key role in the naval sector, focusing on how to design, integrate, and manage complex systems throughout their life cycle; it is therefore difficult to conceive functional warships without it. To this end, specialized information systems for logistical support and the sustainability of material solutions are essential to ensure proper provisioning and to know the operational status of the frigate. However, based on an architecture composed of a set of logistics applications, this information system may require highly qualified operators with a deep knowledge of the behavior of onboard systems to manage it properly. In this regard, failure detection systems have been postulated as one of the main cutting-edge methods to address the challenge, employing intelligent techniques for observing anomalies in the normal behavior of systems without the need for expert knowledge. In this paper, the study is concerned to the scope of the Spanish navy, where a complex information system structure is responsible for ensuring the correct maintenance and provisioning of the vessels. In such context, we hereby suggest a comparison between different one-class techniques, such as statistical models, geometric boundaries, or dimensional reduction to face anomaly detection in specific subsystems of a warship, with the prospect of applying it to the whole ship.

Factores asociados a mal pronóstico en pacientes con sangrado digestivo bajo en un hospital público / Poor outcome factors associated to patients with lower digestive bleeding in a public hospital

Introducción: El sangrado digestivo bajo (SDB) es una entidad cuyas tasas de complicaciones y mortalidad se han incrementado en las últimas décadas. Si bien se han identificado algunos factores relacionados a mal pronóstico, aún quedan variables por evaluar. Objetivo: Identificar factores de mal pronóstico en pacientes que presentaron SDB en el Hospital Nacional Edgardo Rebagliati Martins de Lima, Perú. Materiales y métodos: Se realizó un estudio observacional analítico de tipo cohorte retrospectivo. Se realizó un censo de todos los pacientes que presentaron SDB agudo entre enero 2010 y diciembre 2013. Las variables principales a evaluar fueron frecuencia cardiaca ≥100/min, presión arterial sistólica <100 mmHg y hematocrito bajo (≤35%) al ingreso. Se definió mal pronóstico como cualquiera de los siguientes criterios: muerte durante la hospitalización, sangrado que requiera transfusión de ≥4 unidades de sangre, reingreso dentro del primer mes, o necesidad de cirugía de hemostasia. Resultados: Se incluyó un total de 341 pacientes con SDB, de los cuales el 27% tuvo mal pronóstico y 2% fallecieron. Se encontró como variables asociadas a mal pronóstico: frecuencia cardiaca ≥100/min al ingreso (RR: 1,75, IC 95% 1,23-2,50), presión arterial sistólica <100 mmHg al ingreso (RR: 2,18, IC 95% 1,49-3,19), hematocrito ≤35% al ingreso (RR: 1,98, IC 95% 1,23-3,18) y sangrado de origen no determinado (RR: 2,74, IC 95% 1,73-4,36). Conclusiones: Frecuencia cardiaca elevada al ingreso, hipotensión sistólica al ingreso, hematocrito bajo al ingreso y presentar un sangrado en el cual no se encuentra el punto de origen son factores que incrementan el riesgo de presentar mal pronóstico, por lo que se recomienda un monitoreo más estricto en estos pacientes

Background: Lower gastrointestinal bleeding (LGIB) is an event that has shown an increase in complications and mortality rates in the last decades. Although some factors associated with poor outcome have been identified, there are several yet to be evaluated. Objective: To identify risk factors for poor outcome in patients with LGIB in the Hospital Edgardo Rebagliati Martins of Lima, Peru. Material and methods: A prospective analytic observational cohort study was made, and a census was conducted with all patients with acute LGIB between January 2010 and December 2013. The main variables were heart rate ≥100/min, systolic blood pressure <100 mmHg and low hematocrit (≤35%) at admission. Poor outcome was defined as any of the following: death during hospital stay, bleeding requiring transfusion of ≥4 blood packs, readmission within one month of hospital discharge, or the need for hemostatic surgery. Results: A total of 341 patients with LGIB were included, of which 27% developed poor outcome and 2% died. Variables found to be statistically related to poor outcome were: heart rate ≥ 100/min at admission (RR: 1.75, IC 95% 1.23-2.50), systolic blood pressure <100 mmHg at admission (RR: 2.18, IC 95% 1.49-3.19), hematocrit ≤35% at admission (RR: 1.98, IC 95% 1.23-3.18) and LGIB of unknown origin (RR: 2.74, IC 95% 1.73-4.36). Conclusions: Elevated heart rate at admission, systolic hypotension at admission, low hematocrit at admission and having a LGIB of unknown origin are factors that increase the risk of developing poor outcome, and these patients should be monitored closely due to their higher risk of complications

[Poor outcome factors associated to patients with lower digestive bleeding in a public hospital]. / Factores asociados a mal pronóstico en pacientes con sangrado digestivo bajo en un hospital público.

BACKGROUND: Lower gastrointestinal bleeding (LGIB) is an event that has shown an increase in complications and mortality rates in the last decades. Although some factors associated with poor outcome have been identified, there are several yet to be evaluated. OBJECTIVE: To identify risk factors for poor outcome in patients with LGIB in the Hospital Edgardo Rebagliati Martins of Lima, Peru. MATERIAL AND METHODS: A prospective analytic observational cohort study was made, and a census was conducted with all patients with acute LGIB between January 2010 and December 2013. The main variables were heart rate ≥100/min, systolic blood pressure <100 mmHg and low hematocrit (≤35%) at admission. Poor outcome was defined as any of the following: death during hospital stay, bleeding requiring transfusion of ≥4 blood packs, readmission within one month of hospital discharge, or the need for hemostatic surgery. RESULTS: A total of 341 patients with LGIB were included, of which 27% developed poor outcome and 2% died. Variables found to be statistically related to poor outcome were: heart rate ≥ 100/min at admission (RR: 1.75, IC 95% 1.23- 2.50), systolic blood pressure <100 mmHg at admission (RR: 2.18, IC 95% 1.49-3.19), hematocrit ≤35% at admission (RR: 1.98, IC 95% 1.23-3.18) and LGIB of unknown origin (RR: 2.74, IC 95% 1.73-4.36). CONCLUSIONS: Elevated heart rate at admission, systolic hypotension at admission, low hematocrit at admission and having a LGIB of unknown origin are factors that increase the risk of developing poor outcome, and these patients should be monitored closely due to their higher risk of complications.