Jesús Gutiérrez-Gutiérrez’s research while affiliated with Universidad de Navarra and other places

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Publications (53)


Figure 1. Simplified diagram of an S-step model.
Figure 3. Diagram representing the treatments carried out in the anaerobic digester.
Figure 5. Diagram representing the treatments carried out in the animal feed producer.
Figure 6. Diagram representing the possible valorization routes of the proposed example.
Figure 7. Diagram representing residual stream distribution. (a) Current distribution. (b) Optimal distribution obtained by solving the maximization problem in (5).

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Mathematical Model for Optimal Agri-Food Industry Residual Streams Flow Management: A Valorization Decision Support Tool
  • Article
  • Full-text available

September 2024

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40 Reads

Mathematics

Íñigo Barasoain-Echepare

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Marta Zárraga-Rodríguez

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[...]

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We present a mathematical model for agri-food industry residual streams flow management, which serves as a decision support tool for optimizing their valorization. The aim is to determine, under a cost-benefit analysis approach, the best strategy at a global level. The proposed mathematical model provides the optimal valorization scenario, namely the set of routes followed by agri-food industry residual streams that maximizes the total profit obtained. The model takes into account the complete stoichiometry of the residual stream at each step of the valorization route. Furthermore, the model allows for the calculations of different scenarios to support decision-making. The proposed approach is illustrated through a case study using a real-case network of a region. The case study bears evidence that the use of the model can lead to significant profit increases compared to those obtained with current practices. Moreover, notable profit improvements are obtained in the case study if the selling price of all the value-added products considered increases or if the processing cost of the animal feed producer decreases. Therefore, our model enables the detection of key factors that influence the optimal strategy, making it a powerful decision-support tool for optimizing the valorization of agri-food industry residual streams.

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Comment on “Asymptotic quantum algorithm for the Toeplitz systems”

August 2024

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11 Reads

Physical Review A

In their recent paper [], Wan proposed a quantum algorithm to solve systems of linear equations A x = b , where A is an n × n Toeplitz matrix generated by the Fourier coefficients of a continuous, 2 π -periodic, and positive function f . For large enough n , they claimed that the algorithm is valid for all b . In this Comment we prove that, in general, this is not true. Published by the American Physical Society 2024



Necessary and sufficient conditions for AR vector processes to be stationary: Applications in information theory and in statistical signal processing

May 2023

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28 Reads

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2 Citations

Applied Mathematics and Computation

As the correlation matrices of stationary vector processes are block Toeplitz, autoregressive (AR) vector processes are non-stationary. However, in the literature, an AR vector process of finite order is said to be “stationary” if it satisfies the so-called stationarity condition (i.e., if the spectral radius of the associated companion matrix is less than one). Since the term “stationary” is used for such an AR vector process, its correlation matrices should “somehow approach” the correlation matrices of a stationary vector process, but the meaning of “somehow approach” has not been mathematically established in the literature. In the present paper we give necessary and sufficient conditions for AR vector processes to be “stationary”. These conditions show in which sense the correlation matrices of an AR “stationary” vector process asymptotically behave like block Toeplitz matrices. Applications in information theory and in statistical signal processing of these necessary and sufficient conditions are also given.


Fig. 1. Graphical representation of the signals received by node j.
In-Network Algorithm for Passive Sensors in Structural Health Monitoring

January 2023

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27 Reads

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5 Citations

Signal Processing Letters, IEEE

Structural health monitoring (SHM) using wireless sensor networks (WSN) has become a popular implementation, due to low maintenance and installation costs. These networks commonly use a centralized approach and battery-powered sensors, leading to energy consumption limitations, in both the central unit and the sensors. Therefore, it is of interest to consider the use of passive sensors and distributed processing in the network. In this letter, we present a distributed algorithm for SHM using wireless passive sensor networks (WPSNs) that allows any passive sensor in the network to obtain the distance to its neighbours via backscattering, and hence to detect and signal changes in the monitored structure.


A Mathematical Model for the Analysis of Jet Engine Fuel Consumption During Aircraft Climb and Descent

January 2023

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37 Reads

IEEE Transactions on Intelligent Transportation Systems

This paper proposes a mathematical model that studies the fuel consumption of a jet engine aircraft during the climbing and descent flight phases. Such problem is addressed by providing a closed-form formula of the aircraft’s rate-of-climb and rate-of-descent, which then enables obtaining a closed-form formula of the aircraft’s fuel consumption that provides the closed-form relationship between the aircraft’s fuel consumption and aerodynamic, engine and design parameters. In order to validate our mathematical model, a comparison is made between our results and results provided by Piano-X software and accuracy between both is proven. Furthermore, our mathematical model is applied to the calculation of pollutant gas emissions, specifically, we present a closed-form expression that provides the dependency between the mass of pollutant gas emitted and the aircraft’s aerodynamic, engine and design parameters.


Fig. 1. Considered power transmission network.
Fig. 2. Considered power transmission subnetwork.
Algorithm for the Optimal Design of a Fault-Tolerant Aircraft Power Transmission Network

December 2022

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142 Reads

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1 Citation

IEEE Transactions on Transportation Electrification

Aircraft manufacturers aim to decrease the fuel consumption based on reducing weight and increasing the subsystem efficiency. Hence, the electric power system (EPS) acquires great relevance because it must be efficient and lightweight. Any change in the EPS must not affect the aircraft’s electrical safety, which under a traditional decentralized EPS strategy is ensured by redundancy. Recently, several decentralized EPS strategies based on the introduction of multiport power converters have arisen. Such strategies meet the established safety goals since the aforementioned devices make it possible to recalculate the path to continue powering the loads in case of failure. However, the literature does not address how to connect such multiport power converters. The main contribution of this article is to present a low-complexity algorithm that minimizing the redundancy of wiring, provides a fault-tolerant power transmission network. This is done under a decentralized EPS strategy where multiport power converters are used. The proposed strategy is evaluated on Boeing 787 aircraft, where we compare the length of the cables both under a traditional decentralized network configuration (where the redundancy option is used to ensure the safety of operation) and in the network provided by our algorithm. A saving of 66.6% is obtained.



Figure 4. DFT/IDFT scheme.
Figure 5. Theoretical average transmission powers of the considered schemes.
Low-Complexity Alternatives to the Optimal Linear Coding Scheme for Transmitting ARMA Sources

May 2022

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28 Reads

Entropy

In the era of the Internet of Things, there are many applications where numerous devices are deployed to acquire information and send it to analyse the data and make informed decisions. In these applications, the power consumption and price of the devices are often an issue. In this work, analog coding schemes are considered, so that an ADC is not needed, allowing the size and power consumption of the devices to be reduced. In addition, linear and DFT-based transmission schemes are proposed, so that the complexity of the operations involved is lowered, thus reducing the requirements in terms of processing capacity and the price of the hardware. The proposed schemes are proved to be asymptotically optimal among the linear ones for WSS, MA, AR and ARMA sources.



Citations (41)


... Precision agriculture benefits from detailed insights into soil moisture and crop health, enabling informed decision-making on irrigation and pest control [16]. Structural health monitoring leverages the WSN to detect stress and vibrations in buildings and bridges, predicting potential failures and ensuring safety [17]. Wildlife tracking applications monitor animal movements and habitat conditions, aiding conservation efforts. ...

Reference:

Enhanced mobile sink path optimization using RPP-RNN algorithm for energy efficient data acquisition in WSNs
In-Network Algorithm for Passive Sensors in Structural Health Monitoring

Signal Processing Letters, IEEE

... Finally, it should be noted that the assumptions required for Corollary 1 are more restrictive than the ones in Theorem 4 because taking ρ(Ψ q (B)) < 1 implies, by [10,Theorem 6], that det(B(ω)) = 0 for all ω ∈ R. ...

Necessary and sufficient conditions for AR vector processes to be stationary: Applications in information theory and in statistical signal processing
  • Citing Article
  • May 2023

Applied Mathematics and Computation

... However, at present, the research on OPF of MEA power systems is relatively less. Most research focuses on the following aspects: fault-tolerant network architecture of power systems to reduce redundant wiring operation technology, load priority scheduling strategy, and model simulation research [5]. These studies are mainly through the analysis of system stability, system architecture selection, power management, and load scheduling to achieve the purpose of reducing the weight of the power system and reducing system redundancy, but they do not involve the problem of OPF. ...

Algorithm for the Optimal Design of a Fault-Tolerant Aircraft Power Transmission Network

IEEE Transactions on Transportation Electrification

... By decreasing and balancing energy consumption, the study showed energy-efficient clustering method presented by [45] sought to increase the energy efficiency of WSNs. Individuals are grouped using the distributed clustering algorithm in [46] based on their social relationships and COVID-19 risk levels for serious disease. Lastly, [47] assessed, using a bagging approach, how the use of smaller pixels impacts lesion detection performance in general oncologic PET imaging. ...

Distributed Clustering Algorithm for Adaptive Pandemic Control

IEEE Access

... This is the freely available, public domain version of the PIANO commercial aircraft performance software. It is a 'black box' method whose accuracy has been discussed, e.g. by Owen et al. [15], Vera-Morales and Hall [16] and Velásquez-SanMartín et al. [17]. However, whilst the PIANO development team states that the method has been calibrated using 'private and public sources', true accuracy, as determined by comparison with manufacturers' data, does not appear to have been fully demonstrated in the open literature. ...

A Mathematical Model for the Analysis of Jet Engine Fuel Consumption during Aircraft Cruise

Energies

... As a result, they have very limited energy resources. Therefore, the problem of network design is usually approached to minimize energy consumption [1], [5], [6], [7]. Using a centralized approach on a wireless battery-powered SHM system has significant limitations, since sensors have to transmit the acquired data to a central entity, leading to high energy consumption. ...

On the topology design of large wireless sensor networks for distributed consensus with low power consumption

... Proof. From [13,Proposition 3] we have that X(ω) is positive semidefinite for all ω ∈ R, and consequently, λ N (X(ω)) ≥ 0 for all ω ∈ R. Therefore, as det(X(ω)) = 0 for all ω ∈ R, λ N (X(ω)) > 0 for all ω ∈ R. Hence, using [13, Proposition 3] we obtain inf n∈N λ nN E x n:1 x n:1 = inf n∈N λ nN (T n (X)) = min ω∈ [0,2π] λ N (X(ω)) > 0. ...

A modified version of the Pisarenko method to estimate the power spectral density of any asymptotically wide sense stationary vector process
  • Citing Article
  • December 2019

Applied Mathematics and Computation

... For this scenario, the minimum average transmission power under a fixed average distortion constraint is achieved whenever it is applied the coding strategy given by Lee and Petersen in [4]. Nevertheless, in [5,6] it was presented a linear coding scheme based on the discrete Fourier transform (DFT) that, with a lower complexity, is asymptotically optimal among the linear schemes in terms of transmission power for certain sources, namely wide-sense stationary (WSS) and asymptotically WSS (AWSS) autoregressive (AR) sources. ...

A Low-Complexity Analog Linear Coding Scheme for Transmitting Asymptotically WSS AR Sources
  • Citing Article
  • March 2019

IEEE Communications Letters