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Dr. Juan Ramon Lama Ruiz
Engineering Design, University of Seville, 41004 Sevilla, Spain

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0 Cyber-Physical Systems
0 Industrial Design
0 Innovation
0 PLM
0 Smart Cities

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Journal article
Published: 01 July 2021 in DYNA
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One of the challenges facing organizations today is how to properly manage sustainability. This situation is highly complex as the amount of information relating to projects to be managed increases considerably. Therefore, Product Lifecycle Management (PLM) systems can be the solution for reducing the complexity of this information management, since they connect the different stakeholders of the product life cycle, allowing them to access information from all stages of the project life cycle. However, there are still no tools that manage sustainability in a efficient way. That is why it is proposed an innovative tool, ARTIST, which allows organizations to know the current state of sustainability of the organization, as well as the situation associated with all stakeholders who interact in the project, while enabling the options to study the margins for improvement in the area of sustainability from the perspective of integrating the Triple E. It is a proposal for an agile, robust, flexible and adaptable tool for all organizations developed in the field of industry 4.0 and interconnected management systems following objective 12 of the Sustainable Development Goals (SDG) where work is done so that organizations adopt sustainable practices and incorporate information on sustainability in their life cycle. Keywords: sustainability, Product Lifecycle Management (PLM), Life Cycle Assessment (LCA), stakeholder; organization

ACS Style

Ricardo Monaga Reina; Ana De Las Heras Garcia De Vinuesa; Amalia Luque Sendra; Juan Ramon Lama Ruiz; Ana DE; Las; Heras; Garcia; D E. IMPROVEMENT OF SUSTAINABILITY MANAGEMENT THROUGH THE PLM STRUCTURE. GOOD PRACTICES AND A CASE STUDY. DYNA 2021, 96, 373 -378.

AMA Style

Ricardo Monaga Reina, Ana De Las Heras Garcia De Vinuesa, Amalia Luque Sendra, Juan Ramon Lama Ruiz, Ana DE, Las, Heras, Garcia, D E. IMPROVEMENT OF SUSTAINABILITY MANAGEMENT THROUGH THE PLM STRUCTURE. GOOD PRACTICES AND A CASE STUDY. DYNA. 2021; 96 (4):373-378.

Chicago/Turabian Style

Ricardo Monaga Reina; Ana De Las Heras Garcia De Vinuesa; Amalia Luque Sendra; Juan Ramon Lama Ruiz; Ana DE; Las; Heras; Garcia; D E. 2021. "IMPROVEMENT OF SUSTAINABILITY MANAGEMENT THROUGH THE PLM STRUCTURE. GOOD PRACTICES AND A CASE STUDY." DYNA 96, no. 4: 373-378.

Journal article
Published: 24 March 2021 in Sensors
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Human Factor strategy and management have been affected by the incorporation of Key Enabling Technologies (KETs) of industry 4.0, whereby operator 4.0 has been configured to address the wide variety of cooperative activities and to support skills that operate in VUCA (volatile, uncertain, complex, and ambiguous) environments under the interaction with ubiquitous interfaces on real and virtual hybrid environments of cyber-physical systems. Current human Competences-Capacities that are supported by the technological enablers could result in a radically disempowered human factor. This means that in the processes of optimization and improvement of manufacturing systems from industry 4.0 to industry 5.0, it would be necessary to establish strategies for the empowerment of the human factor, which constitute symbiotic and co-evolutionary socio-technical systems through talent, sustainability, and innovation. This paper establishes a new framework for the design and development of occupational environments 5.0 for the inclusion of singularized operators 4.0, such as individuals with special capacities and talents. A case study for workers and their inclusion in employment is proposed. This model integrates intelligent and inclusive digital solutions in the current workspaces of organizations under digital transformation.

ACS Style

María Ávila-Gutiérrez; Francisco Aguayo-González; Juan Lama-Ruiz. Framework for the Development of Affective and Smart Manufacturing Systems Using Sensorised Surrogate Models. Sensors 2021, 21, 2274 .

AMA Style

María Ávila-Gutiérrez, Francisco Aguayo-González, Juan Lama-Ruiz. Framework for the Development of Affective and Smart Manufacturing Systems Using Sensorised Surrogate Models. Sensors. 2021; 21 (7):2274.

Chicago/Turabian Style

María Ávila-Gutiérrez; Francisco Aguayo-González; Juan Lama-Ruiz. 2021. "Framework for the Development of Affective and Smart Manufacturing Systems Using Sensorised Surrogate Models." Sensors 21, no. 7: 2274.

Journal article
Published: 01 September 2020 in DYNA
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The main purpose of this work is the application of a new design methodology for sustainable products. Among the existing options, street furniture has been chosen to validate the methodology developed in this work. For this, a practical manual will be developed to detail and structure the necessary steps for Sustainable Urban Furniture design under the Holonic paradigm and its corresponding application to a case of park and garden lighting. This work aims to be a useful tool for product design engineers who wish to make sustainable innovative products. This lighting system must allow a correct aesthetic and visual framework with the area where it is to be installed. In this case, the place selected to integrate the lighting device will be a park. As a final result we will obtain the design of a streetlamp, combined with the most modern technologies and manufactured with the minimum costs and the greatest simplicity. At the same time, it must have an attractive design and comply with all its functional requirements, as well as compliance with the standards and regulations applied to this type of facilities.

ACS Style

Maria Jesus Avila Gutierrez; Juan Ramon Lama Ruiz; Francisco Aguayo Gonzalez. DESIGN OF A SUSTAINABLE STREETLAMP UNDER HOLONIC PARADIGM. DYNA 2020, 95, 468 -472.

AMA Style

Maria Jesus Avila Gutierrez, Juan Ramon Lama Ruiz, Francisco Aguayo Gonzalez. DESIGN OF A SUSTAINABLE STREETLAMP UNDER HOLONIC PARADIGM. DYNA. 2020; 95 (1):468-472.

Chicago/Turabian Style

Maria Jesus Avila Gutierrez; Juan Ramon Lama Ruiz; Francisco Aguayo Gonzalez. 2020. "DESIGN OF A SUSTAINABLE STREETLAMP UNDER HOLONIC PARADIGM." DYNA 95, no. 1: 468-472.

Journal article
Published: 02 March 2020 in Sustainability
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The purpose of this paper is to conceptualize a circular business model based on an Eco-Holonic Architecture, through the integration of circular economy and holonic principles. A conceptual model is developed to manage the complexity of integrating circular economy principles, digital transformation, and tools and frameworks for sustainability into business models. The proposed architecture is multilevel and multiscale in order to achieve the instantiation of the sustainable value chain in any territory. The architecture promotes the incorporation of circular economy and holonic principles into new circular business models. This integrated perspective of business model can support the design and upgrade of the manufacturing companies in their respective industrial sectors. The conceptual model proposed is based on activity theory that considers the interactions between technical and social systems and allows the mitigation of the metabolic rift that exists between natural and social metabolism. This study contributes to the existing literature on circular economy, circular business models and activity theory by considering holonic paradigm concerns, which have not been explored yet. This research also offers a unique holonic architecture of circular business model by considering different levels, relationships, dynamism and contextualization (territory) aspects.

ACS Style

María Jesús Ávila-Gutiérrez; Alejandro Martín-Gómez; Francisco Aguayo-González; Juan Ramón Lama-Ruiz. Eco-Holonic 4.0 Circular Business Model to Conceptualize Sustainable Value Chain towards Digital Transition. Sustainability 2020, 12, 1889 .

AMA Style

María Jesús Ávila-Gutiérrez, Alejandro Martín-Gómez, Francisco Aguayo-González, Juan Ramón Lama-Ruiz. Eco-Holonic 4.0 Circular Business Model to Conceptualize Sustainable Value Chain towards Digital Transition. Sustainability. 2020; 12 (5):1889.

Chicago/Turabian Style

María Jesús Ávila-Gutiérrez; Alejandro Martín-Gómez; Francisco Aguayo-González; Juan Ramón Lama-Ruiz. 2020. "Eco-Holonic 4.0 Circular Business Model to Conceptualize Sustainable Value Chain towards Digital Transition." Sustainability 12, no. 5: 1889.

Journal article
Published: 03 January 2019 in Symmetry
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Selecting the proper performance metric constitutes a key issue for most classification problems in the field of machine learning. Although the specialized literature has addressed several topics regarding these metrics, their symmetries have yet to be systematically studied. This research focuses on ten metrics based on a binary confusion matrix and their symmetric behaviour is formally defined under all types of transformations. Through simulated experiments, which cover the full range of datasets and classification results, the symmetric behaviour of these metrics is explored by exposing them to hundreds of simple or combined symmetric transformations. Cross-symmetries among the metrics and statistical symmetries are also explored. The results obtained show that, in all cases, three and only three types of symmetries arise: labelling inversion (between positive and negative classes); scoring inversion (concerning good and bad classifiers); and the combination of these two inversions. Additionally, certain metrics have been shown to be independent of the imbalance in the dataset and two cross-symmetries have been identified. The results regarding their symmetries reveal a deeper insight into the behaviour of various performance metrics and offer an indicator to properly interpret their values and a guide for their selection for certain specific applications.

ACS Style

Amalia Luque; Alejandro Carrasco; Alejandro Martín; Juan Ramón Lama. Exploring Symmetry of Binary Classification Performance Metrics. Symmetry 2019, 11, 47 .

AMA Style

Amalia Luque, Alejandro Carrasco, Alejandro Martín, Juan Ramón Lama. Exploring Symmetry of Binary Classification Performance Metrics. Symmetry. 2019; 11 (1):47.

Chicago/Turabian Style

Amalia Luque; Alejandro Carrasco; Alejandro Martín; Juan Ramón Lama. 2019. "Exploring Symmetry of Binary Classification Performance Metrics." Symmetry 11, no. 1: 47.

Book
Published: 28 November 2018 in La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable?
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ACS Style

Amalia Luque Sendra; María Jesús Ávila Gutiérrez; Francisco Aguayo González; Juan Ramón Lama Ruiz; Ana De Las Heras García De Vinuesa; Antonio Córdoba Roldán. La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable? La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable? 2018, 1 .

AMA Style

Amalia Luque Sendra, María Jesús Ávila Gutiérrez, Francisco Aguayo González, Juan Ramón Lama Ruiz, Ana De Las Heras García De Vinuesa, Antonio Córdoba Roldán. La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable? La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable?. 2018; ():1.

Chicago/Turabian Style

Amalia Luque Sendra; María Jesús Ávila Gutiérrez; Francisco Aguayo González; Juan Ramón Lama Ruiz; Ana De Las Heras García De Vinuesa; Antonio Córdoba Roldán. 2018. "La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable?" La ingeniería de proyectos. ¿Cómo se forma la tecnosfera de una sociedad responsable? , no. : 1.

Journal article
Published: 01 January 2017 in DYNA
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La introducción de nuevos requerimientos operacionales a las empresas de fabricación determina una complejidad emergente en su ciclo de vida debida a distintos aspectos tales como: su distribución geográfica, volatilidad e incertidumbre de los negocios, incorporación de TIC y tecnología inteligente, adopción de “tecnologías de borde” a escalas macro, meso y micro e incorporación de requerimientos de sostenibilidad. En el presente trabajo, se ha establecido un marco paradigmático que permita concebir Empresas bajo una Arquitectura Integrada, que contemple su complejidad desde la variedad requerida para la sostenibilidad (S), integrando los objetivos del negocio (S. Económica), el medioambiente natural (S. Ecológica) y las personas, grupos sociales y el medio cultural (S. Social). Para ello, se plantea el paradigma Holónico como un marco de inspiración bio-psico-social que posibilita la concepción de empresas como entidades Holónicas distribuidas de la variedad requerida por el entorno.

ACS Style

María Jesús Ávila-Gutiérrez; Francisco Aguayo-González; Mariano Marcos-Bárcena; Juan Ramón Lama-Ruiz; María Estela Peralta-Álvarez. Arquitectura holónica de referencia para empresas de fabricación sostenibles distribuidas. DYNA 2017, 84, 160 -168.

AMA Style

María Jesús Ávila-Gutiérrez, Francisco Aguayo-González, Mariano Marcos-Bárcena, Juan Ramón Lama-Ruiz, María Estela Peralta-Álvarez. Arquitectura holónica de referencia para empresas de fabricación sostenibles distribuidas. DYNA. 2017; 84 (200):160-168.

Chicago/Turabian Style

María Jesús Ávila-Gutiérrez; Francisco Aguayo-González; Mariano Marcos-Bárcena; Juan Ramón Lama-Ruiz; María Estela Peralta-Álvarez. 2017. "Arquitectura holónica de referencia para empresas de fabricación sostenibles distribuidas." DYNA 84, no. 200: 160-168.

Journal article
Published: 01 April 2016 in Materials Science Forum
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This article forms part of the research for innovation in intelligent systems and sustainable production in a social approach, with the aim of formulating a neuroscientific model for the application of Kansei-Chisei Engineering in Lean manufacturing environments, in the metal-mechanical sector. In the area of ergonomics design of environments and products has developed from a practical rational approaches to design emotional solutions incorporating affective design with Kansei engineering design. This paper describes the main objectives for methodological development based on Kansei-Chisei Engineering for application to design Lean manufacturing environments, the main background, current state of art and objectives.

ACS Style

A. Cordoba; Francisco Aguayo González; Juan Ramón Lama Ruiz; Ana De Las Heras. Innovation in Lean Manufacturing by Kansei-Chisei Engineering. Materials Science Forum 2016, 853, 48 -51.

AMA Style

A. Cordoba, Francisco Aguayo González, Juan Ramón Lama Ruiz, Ana De Las Heras. Innovation in Lean Manufacturing by Kansei-Chisei Engineering. Materials Science Forum. 2016; 853 ():48-51.

Chicago/Turabian Style

A. Cordoba; Francisco Aguayo González; Juan Ramón Lama Ruiz; Ana De Las Heras. 2016. "Innovation in Lean Manufacturing by Kansei-Chisei Engineering." Materials Science Forum 853, no. : 48-51.

Journal article
Published: 01 April 2016 in Materials Science Forum
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This paper studies the different conceptual approaches that have had the concept of sustainability, for screening at the completion of a proposed sustainable processes engineering of manufacturing as epistemological identity field. This proposal would allow the articulation of an evolutionary form of the potential driver of innovation in teaching practice, research and engineering business of Manufacturing Processes in sustainable social, economic and natural ecosystems. As the deployment proposal that can take innovation in teaching in regards to educational provision, structure and content of the curriculum in professional and university levels, in research programs and explore new business lines.

ACS Style

María Estela Peralta-Alvarez; Francisco Aguayo González; Juan Ramón Lama Ruiz; María Jesús Ávila Gutiérrez; Eduardo González-Regalado; María Estela Peralta. Sustainable Manufacturing Engineering and Innovative Projects of Teaching, Research and Entrepreneurship. Materials Science Forum 2016, 853, 73 -78.

AMA Style

María Estela Peralta-Alvarez, Francisco Aguayo González, Juan Ramón Lama Ruiz, María Jesús Ávila Gutiérrez, Eduardo González-Regalado, María Estela Peralta. Sustainable Manufacturing Engineering and Innovative Projects of Teaching, Research and Entrepreneurship. Materials Science Forum. 2016; 853 ():73-78.

Chicago/Turabian Style

María Estela Peralta-Alvarez; Francisco Aguayo González; Juan Ramón Lama Ruiz; María Jesús Ávila Gutiérrez; Eduardo González-Regalado; María Estela Peralta. 2016. "Sustainable Manufacturing Engineering and Innovative Projects of Teaching, Research and Entrepreneurship." Materials Science Forum 853, no. : 73-78.

Journal article
Published: 22 June 2015 in DYNA
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Design and ecology are critical issues in the industrial sector. Products are subject to constant review and optimization for survival in the market, and limited by their impact on the planet. Decisions about a new product affect its life cycle, consumers, and especially the environment. In order to achieve quality solutions, eco-effectiveness must be considered, therefore, in the design of a process, its product development and associated system. An orderly methodology is essential to help towards creating products that meet both user needs and current environmental requirements, under paradigms that create environmental value. To date, the industry has developed techniques in an attempt to address these expectations under Cradle-to-Cradle (C2C), which is loosely structured around the conceptual frameworks and design techniques. The present work describes a new framework that encompasses all stages of design, and enables interaction under a set of principles developed for C2C. Under this innovative new paradigm emerges the Genomic Model of Eco-innovation and Eco-design, proposed as a methodology for designing products that meet individual and collective needs, and which enables the design of eco-friendly products, by integrating them into the framework of the ISO standards of Life Cycle Assessment (LCA), eco-design, eco-labeling, and C2C certification.

ACS Style

María Estela Peralta-Alvarez; Francisco Aguayo González; Juan Ramón Lama Ruíz; María Jesús Ávila Gutiérrez. MGE2: A framework for cradle-to-cradle design. DYNA 2015, 82, 137 -146.

AMA Style

María Estela Peralta-Alvarez, Francisco Aguayo González, Juan Ramón Lama Ruíz, María Jesús Ávila Gutiérrez. MGE2: A framework for cradle-to-cradle design. DYNA. 2015; 82 (191):137-146.

Chicago/Turabian Style

María Estela Peralta-Alvarez; Francisco Aguayo González; Juan Ramón Lama Ruíz; María Jesús Ávila Gutiérrez. 2015. "MGE2: A framework for cradle-to-cradle design." DYNA 82, no. 191: 137-146.

Journal article
Published: 01 January 2015 in DYNA
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ACS Style

Alejandro Manuel Martín Gómez; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; Mariano Marcos Barcena. EL PROYECTO DE PRODUCTOS SOSTENIBLES BASADO EN EL CONCEPTO DE METABOLISMO INDUSTRIAL. DYNA 2015, 90, 358 -358.

AMA Style

Alejandro Manuel Martín Gómez, Francisco Aguayo Gonzalez, Juan Ramon Lama Ruiz, Mariano Marcos Barcena. EL PROYECTO DE PRODUCTOS SOSTENIBLES BASADO EN EL CONCEPTO DE METABOLISMO INDUSTRIAL. DYNA. 2015; 90 (3):358-358.

Chicago/Turabian Style

Alejandro Manuel Martín Gómez; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; Mariano Marcos Barcena. 2015. "EL PROYECTO DE PRODUCTOS SOSTENIBLES BASADO EN EL CONCEPTO DE METABOLISMO INDUSTRIAL." DYNA 90, no. 3: 358-358.

Journal article
Published: 01 January 2015 in DYNA MANAGEMENT
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ACS Style

Alejandro Manuel Martín Gómez; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz. METABOLISMO INDUSTRIAL INTELIGENTE EN EL PROYECTO DE PRODUCTOS SOSTENIBLES. DYNA MANAGEMENT 2015, 3, 1 -13.

AMA Style

Alejandro Manuel Martín Gómez, Francisco Aguayo Gonzalez, Juan Ramon Lama Ruiz. METABOLISMO INDUSTRIAL INTELIGENTE EN EL PROYECTO DE PRODUCTOS SOSTENIBLES. DYNA MANAGEMENT. 2015; 3 (3):1-13.

Chicago/Turabian Style

Alejandro Manuel Martín Gómez; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz. 2015. "METABOLISMO INDUSTRIAL INTELIGENTE EN EL PROYECTO DE PRODUCTOS SOSTENIBLES." DYNA MANAGEMENT 3, no. 3: 1-13.

Journal article
Published: 01 January 2013 in DYNA ENERGIA Y SOSTENIBILIDAD
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ACS Style

Antonio García Salguero; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; María Estela Peralta-Alvarez. DISEÑO DE LA SIMBIOSIS AMBIENTAL PRODUCTO-EDIFICIO PARA LA CERTIFICACIÓN SOSTENIBLE. DYNA ENERGIA Y SOSTENIBILIDAD 2013, 2, [14 p.] -[14 p.].

AMA Style

Antonio García Salguero, Francisco Aguayo Gonzalez, Juan Ramon Lama Ruiz, María Estela Peralta-Alvarez. DISEÑO DE LA SIMBIOSIS AMBIENTAL PRODUCTO-EDIFICIO PARA LA CERTIFICACIÓN SOSTENIBLE. DYNA ENERGIA Y SOSTENIBILIDAD. 2013; 2 (3):[14 p.]-[14 p.].

Chicago/Turabian Style

Antonio García Salguero; Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; María Estela Peralta-Alvarez. 2013. "DISEÑO DE LA SIMBIOSIS AMBIENTAL PRODUCTO-EDIFICIO PARA LA CERTIFICACIÓN SOSTENIBLE." DYNA ENERGIA Y SOSTENIBILIDAD 2, no. 3: [14 p.]-[14 p.].

Journal article
Published: 01 February 2012 in Key Engineering Materials
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The sustainability of manufacturing processes lies in industrial planning and productive activity. Industrial plants are characterized by the management of resource (inputs and outputs), processing and conversion processes, which usually are organized in a linear system. Good planning will optimize the manufacturing and promoting the quality of the industrial system. Cradle to Cradle is a new paradigm for engineering and sustainable manufacturing that integrates projects (industrial parks, manufacturing plants, systems and products) in a framework consistent with the environment, adapted to the society and technology and economically viable. To carry it out, we implement this paradigm in the MGE2 (Genomic Model of Eco-innovation and Eco-design), as a methodology for designing and developing products and manufacturing systems with an approach from the cradle to cradle.

ACS Style

M.E. Peralta; Francisco Aguayo González; Juan Ramón Lama Ruiz; F. Aguayo; J.R. Lama. Clean Manufacturing from Cradle to Cradle. Key Engineering Materials 2012, 502, 43 -48.

AMA Style

M.E. Peralta, Francisco Aguayo González, Juan Ramón Lama Ruiz, F. Aguayo, J.R. Lama. Clean Manufacturing from Cradle to Cradle. Key Engineering Materials. 2012; 502 ():43-48.

Chicago/Turabian Style

M.E. Peralta; Francisco Aguayo González; Juan Ramón Lama Ruiz; F. Aguayo; J.R. Lama. 2012. "Clean Manufacturing from Cradle to Cradle." Key Engineering Materials 502, no. : 43-48.

Journal article
Published: 01 January 2011 in DYNA
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ACS Style

Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; María Estela Peralta-Alvarez. INGENIERÍA SOSTENIBLE DE LA CUNA A LA CUNA: UNA ARQUITECTURA DE REFERENCIA ABIERTA PARA EL DISEÑO C2C SUSTAINABLE. DYNA 2011, 86, 199 -211.

AMA Style

Francisco Aguayo Gonzalez, Juan Ramon Lama Ruiz, María Estela Peralta-Alvarez. INGENIERÍA SOSTENIBLE DE LA CUNA A LA CUNA: UNA ARQUITECTURA DE REFERENCIA ABIERTA PARA EL DISEÑO C2C SUSTAINABLE. DYNA. 2011; 86 (3):199-211.

Chicago/Turabian Style

Francisco Aguayo Gonzalez; Juan Ramon Lama Ruiz; María Estela Peralta-Alvarez. 2011. "INGENIERÍA SOSTENIBLE DE LA CUNA A LA CUNA: UNA ARQUITECTURA DE REFERENCIA ABIERTA PARA EL DISEÑO C2C SUSTAINABLE." DYNA 86, no. 3: 199-211.

Journal article
Published: 01 January 2010 in DYNA
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ACS Style

Francisco Aguayo Gonzalez; Antonio Cordoba Roldan; Juan Ramon Lama Ruiz. INGENIERIA KANSEI FOR AESTHETICS: DISEÑO ESTÉTICO DE PRODUCTOS. DYNA 2010, 85, 489 -503.

AMA Style

Francisco Aguayo Gonzalez, Antonio Cordoba Roldan, Juan Ramon Lama Ruiz. INGENIERIA KANSEI FOR AESTHETICS: DISEÑO ESTÉTICO DE PRODUCTOS. DYNA. 2010; 85 (3):489-503.

Chicago/Turabian Style

Francisco Aguayo Gonzalez; Antonio Cordoba Roldan; Juan Ramon Lama Ruiz. 2010. "INGENIERIA KANSEI FOR AESTHETICS: DISEÑO ESTÉTICO DE PRODUCTOS." DYNA 85, no. 3: 489-503.