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Wyniki wyszukiwania dla: SUSTAINABLE PRODUCT DEVELOPMENT DECISIONAL DNA SET OF EXPERIENCE KNOWLEDGE STRUCTURE

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Wyniki wyszukiwania dla: SUSTAINABLE PRODUCT DEVELOPMENT DECISIONAL DNA SET OF EXPERIENCE KNOWLEDGE STRUCTURE

  • Support Product Development Framework by Means of Set of Experience Knowledge Structure (SOEKS) and Decisional DNA

    Publikacja

    - Rok 2018

    In this paper, we propose a framework to support product development activi-ties by utilizing Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). This idea will provide a new direction to researchers working on product development, especially designers and manufacturers. They will be working on the same platform and this will be reducing their communication gap. Once the final idea is perceived about product...

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  • Experience Based Decisional DNA (DDNA) to Support Sustainable Product Design

    Publikacja

    - Rok 2018

    This paper presents the idea of providing engineering design knowledge to designers working on sustainable product design and development process. The new product development process often requires significant amount of design knowledge which can be saved and recalled by designers during the design process. This knowledge is very important for successful sustainable product development as it can include material selection, product...

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  • Set of Experience and Decisional DNA: Experience-Based Knowledge Structures

    Publikacja

    - Rok 2020

    This chapter presents a description of Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA), argumentation for a knowledge representation, composition, configuration and metrics. SOEKS is a combination of filtered and amalgamated information obtained from formal decision events. It facilitates effective explicit representation of decisional experience taken from different technologies. SOEKS comprises variables,...

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  • Experience-Based Decisional DNA (DDNA) to Support Product Development

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2018

    Knowledge and experience are important requirements for product development. The aim of this paper is to propose a systematic approach for industrial product development. This approach uses smart knowledge management system comprising of Set of Experience Knowledge Structure and Decisional DNA (DDNA) along with Virtual Engineering Tools (Virtual engineering object, Virtual engineering process, and Virtual engineering factory)....

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  • Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA): Past, Present and Future

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2014

    This article reviews research work on set of experience knowledge structure (SOEKS)-decisional DNA (DDNA) done in the past, ongoing, and planned for the future. Firstly, the concept of the knowledge representation technique of SOEKS-DDNA is discussed, and then an attempt is made to organize the past research related with it in chronological order. This work focuses on the review on SOEKS-DDNA, its application in different domains,...

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  • Experience based decisional DNA to support smart product design

    Publikacja

    - JOURNAL OF INTELLIGENT & FUZZY SYSTEMS - Rok 2019

    This paper presents the idea of Smart Virtual Product Development (SVPD) system to support product design. The foundations of the system are based upon smart knowledge management techniques called Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). It enhances the industrial product development process by using the previous experiential knowledge gathered from the formal decisional activities. This experiential...

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  • Emplying set of experience knowledge structure and decisional DNA to enhance industrial design: conceptual approach

    Publikacja

    - Rok 2012

    Zaprezentowano koncepcje wspomagania projektowania przemyslowego przy pomocy nowoczenego podejscia do reprezentacji wiedzy w postaci SOEKS oraz Decyzyjnego DNA

  • Smart Innovation Engineering Using Set of Experience and Decisional DNA

    Publikacja

    - Rok 2020

    Knowledge-based Engineering Systems are founded upon integration of knowledge into computer systems and are one of the core requirements for the future Industry 4.0. Since the fourth industrial revolution is passing through the developing phase, implementation of Cyber-Physical Production Systems require more realistic approach. Knowledge Management and Knowledge Engineering plays an important role in manufacturing industries facing...

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  • Support interlinking of design and process planning by set of experience knowledge structure and decisional DNA: Conceprual Approach

    Publikacja

    - Rok 2012

    Koncepcja wspomagania planowania procesow p-rzy pomocy SOEKS oraz Decyzjnego DNA.

  • Gaining knowledge through experience: developing decisional DNA applications in robotics

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2010

    Omówiono nowatorskie podejscie do zastosowania wiedzy opartej na doświadczeniu i budowie decyzyjnego DNA w obszarach związanych z robotyką.In this article, we explore an approach that integrates Decisional DNA, a domain-independent, flexible, and standard knowledge representation structure, with robots in order to test the usability and suitability of this novel knowledge representation structure. Core issues in using this Decisional...

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  • Set of Experience and Decisional DNA: Toward Brains for Cyber-physical Systems and Industry of the Future

    Publikacja

    - Rok 2015

    The concept of Decisional DNA is decade old. This article introduces the initial idea of Set of Experience Knowledge Structure, its advancement into Decisional DNA, and its potential for real life applications in divers domains. The most current and future research steps into Industry 4.0 are also presented and discussed

  • Decisional DNA with embedded Relief-F linear regression for knowledge and experience management

    Publikacja

    - Rok 2012

    Omowiono zastowania Decyzyjnego DNA, regresji liniowej oraz funkcji RELIEF-F w procesach formalnego modelowania i wspomagania zarzadzania wiedza oraz zarzadzania doswiadczeniem.

  • Implementing Smart Virtual Product Development (SVPD) to Support Product Manufacturing

    Publikacja

    - Rok 2019

    This paper illustrates the concept of providing the manufacturing knowledge during early stages of product life cycle to experts working on product development. The aim of this research is to enable a more collaborative product development environment by using Smart Virtual Product Development (SVPD) system, which is powered by Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). It enhances the industrial product...

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  • Framework for Product Innovation Using SOEKS and Decisional DNA

    Publikacja

    - Rok 2016

    Product innovation always requires a foundation based on both knowledge and experience. The production and innovation process of products is very similar to the evolution process of humans. The genetic information of humans is stored in genes, chromosomes and DNA. Similarly, the information about the products can be stored in a system having virtual genes, chromosomes and decisional DNA. The present paper proposes a framework for...

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  • Toward Smart Innovation Engineering: Decisional DNA-Based Conceptual Approach

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2016

    ABSTRACT Knowledge and experience are essential requirements for product innovation. The presented paper proposes a systematic approach for product innovation support using a Smart Knowledge Management System comprising a Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). This proposed system is dynamic in nature because it updates itself every time a new decision related to innovation is made. Through this...

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  • Smart Virtual Product Development (SVPD) System to Support Product Inspection Planning in Industry 4.0

    Publikacja

    - Procedia Computer Science - Rok 2020

    This paper presents the idea of supporting product inspection planning process during the early stages of product life cycle for the experts working on product development. Aim of this research is to assist a collaborative product development process by using Smart Virtual Product Development (SVPD) system, which is based on Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). The proposed system is developed...

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  • Smart innovation process enhancement using SOEKS and decisional DNA

    Publikacja

    Product innovation always requires a foundation based on both knowledge and experience. The production and innovation process of products is very similar to the evolution process of humans. The genetic information of humans is stored in genes, chromosomes and DNA. Similarly, the information about the products can be stored in a system having virtual genes, chromosomes and decisional DNA (DDNA). The present paper proposes...

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  • A Semiautomatic Experience-Based Tool for Solving Product Innovation Problem

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2017

    In this paper we present the idea of Smart Innovation Engineering (SIE) System and its implementation methodology. The SIE system is semi-automatic system that helps in carrying the process of product innovation. It collects the experiential knowledge from the formal decisional events. This experiential knowledge is collected from the group of similar products having some common functions and features. The SIE system behaves like...

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  • Using Decisional DNA to Enhance Industrial and Manufacturing Design: Conceptual Approach

    Publikacja

    - Rok 2013

    During recent years, manufacturing organizations are facing market changes such as the need for short product life cycles, technological advancement, intense pressure from competitors and the continuous customers’ expectation for high quality products at lower costs. In this scenario, knowledge and its associated engineering/management of every stage involved in the industrial design has become increasingly important for manufacturing...

  • Smart Innovation Management in Product Life Cycle

    Publikacja

    The present paper proposes a framework for smart innovation management of the product using a Smart Knowledge Management System comprising Set of Experience Knowledge Structure (SOEKS) and Decisional DNA. This proposed system will allow the entrepreneurs and organizations to perform the innovation process technically and quickly as this framework will store knowledge as well as experiences of the past innovations done in various...

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  • ALLYING SYSTEM THINKING AND SET OF EXPERIENCE KNOWLEDGE STRUCTURE

    Publikacja

    The approach of system thinking is completely different from traditional forms of analysis. Even the ancient meaning of word analysis is “a breaking up”. Set of Experience Knowledge Structure is an atomic record of decision event that can be grouped together and form some form of decision DNA of an organization. The question that this paper is trying to answer in how those concepts can be merged.

  • Implementing Virtual Engineering Objects (VEO) with the Set of Experience Knowledge Structure (SOEKS)

    Publikacja

    - Procedia Computer Science - Rok 2014

    This paper illustrates the idea of Virtual Engineering Object (VEO) powered by Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA). A VEO is the knowledge representation of an engineering object, having embodiment of all its associated knowledge and experience within it. Moreover, VEO is a specialization of Cyber-Physical System (CPS) in terms of that its extension in knowledge gathering and reuse, whereas CPS...

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  • Developing an Ontology from Set of Experience KnowledgeStructure

    Publikacja

    - Rok 2006

    When referring to knowledge forms,collecting for all decision eventsin a knowledge-explicit way becomes a significant ask for any company. Set of experience knowledge structure can assis in accomplishing this purpose.However,after collecting,distributing and sharing that knowledge as adecisional DNA is even a more important advance.Distributing and sharing companies' decisional DNA through an efficient development of Ontologies...

  • Magdalena Szuflita-Żurawska

    Head of the Scientific Information Section at the Gdansk University of Technology Library. Her main areas of research and interests include Open Access, Open Research Data, information literacy, scholarly communication, and bibliometrics. Previously, she served as Library Assistant in Health Sciences Library at University College Dublin, Ireland. In this role, she for example provided information skills training for students. She...

  • Smart Virtual Product Development (SVPD): Experience Based Product Development System for Industry 4.0

    Publikacja

    - Rok 2020

    This chapter presents the concept of smart virtual product development (SVPD) system capable of supporting industrial product development. It enhances the decision making process during various activities involved in product development i.e. product design, manufacturing, and inspection planning. This is achieved by using the explicit knowledge of past formal decision events, which are captured, stored, and recalled in the form...

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  • Viability of decisional DNA in robotics

    Publikacja

    - Procedia Computer Science - Rok 2014

    The Decisional DNA is an artificial intelligence system that uses prior experiences to shape future decisions. Decisional DNA is written in the Set Of Experience Knowledge Structure (SOEKS) and is capable of capturing and reusing a broad range of data. Decisional DNA has been implemented in several fields including Alzheimer’s diagnosis, geothermal energy and smart TV. Decisional DNA is well suited to use in robotics due to the...

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  • Marek Czachor prof. dr hab.

  • Smart Embedded Systems with Decisional DNA Knowledge Representation

    Publikacja

    - Rok 2020

    Embedded systems have been in use since the 1970s. For most of their history embedded systems were seen simply as small computers designed to accomplish one or a few dedicated functions; and they were usually working under limited resources i.e. limited computing power, limited memories, and limited energy sources. As such, embedded systems have not drawn much attention from researchers, especially from those in the artificial...

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  • Decisional DNA and Optimization Problem

    Publikacja

    - Rok 2013

    Many researchers have proved that Decisional DNA (DDNA) and Set of Experience Knowledge Structure (SOEKS or SOE) is a technology capable of gathering information and converting it into knowledge to help decision-makers to make precise decisions in many ways. These techniques have a feature to combine with different tools, such as data mining techniques and web crawlers, helping organization collect information from different sources...

  • Decisional DNA based intelligent knowledge model for flexible manufacturing system

    Publikacja

    - JOURNAL OF INTELLIGENT & FUZZY SYSTEMS - Rok 2019

    Modeling an effective mechanism for design and control strategies for the implementation of a flexible manufacturing system (FMS) has been a challenge. Consequently, to overcome this issue various techniques have applied in the past but most of these models are effective only for some specific situation or an element of FMS. In this study, the knowledge representation technique of Decisional DNA (DDNA) is applied to FMS to develop...

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  • Joanna Czerska dr inż.

    Joanna Czerska jestem człowiekiem, którego misją i pasją jest rozwój ludzi i organizacji. Moje motto to: „Nie ma takiej fantazji, której wola i rozum ludzki nie zdołałby przekształcić w rzeczywistość.”   William Shakespeare W życiu kieruję się wartościami szacunku, pracy zespołowej i pozytywnego nastawienia. To one mnie definiują i decydują o tym jakim jest człowiekiem.Moja przygoda z Lean rozpoczęła się, podczas pisania pracy...

  • Enhancing the set of experience knowledge structure as a reflexive ontology

    Publikacja

    - Rok 2007

    Przedstawiono mechanizm wspomagania reprezentacji wiedzy wyrażonej w postaci zbioru doświadczeń przy pomocy ontologii.

  • Set of experience : a knowledge structure for formal decision events

    Publikacja

    - Rok 2005

    Omówiono strukturę wiedzy w obszarze formalnych zadań decyzyjnych. Zaproponowano zbiór doświadczeń jako podstawę tej struktury.

  • Using XML for implementing set of experience knowledge structure

    Publikacja

    - Rok 2005

    Przedstawiono implementację struktury wiedzy na platformie języka XML. Omówiono zalety implementacji w XML.

  • The Decisional DNA-Based Smart Bike for Internet of Things

    Publikacja

    - Rok 2014

    In this paper, we introduce a novel application of the Internet of Things, the Decisional DNAbased Smart Bike. The Decisional DNA is a domain-independent, flexible and standard knowledge representation structure; it allows its domains to acquire and store experiential knowledge and formal decision events in an explicit way. By using Decisional DNA, the sensor-equipped bicycle is able to learn its user’s weight, riding habits, etc....

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  • Decisional DNA based framework for representing Virtual Engineering Objects

    Publikacja

    - Rok 2014

    In this paper, we propose a frame-work to represent the Virtual Engineering Objects (VEO) utilizing Set of Knowledge Experience Structure (SOEKS) and Decisional DNA. A VEO will enable the discovery of new knowledge in a manufacturing unit and the generation of new rules that drive reasoning. The proposed VEO framework will not only be knowledge based representation but it will also have its associated experience embedded within...

  • When Neural Networks Meet Decisional DNA: A Promising New Perspective for Knowledge Representation and Sharing

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2016

    ABSTRACT In this article, we introduce a novel concept combining neural network technology and Decisional DNA for knowledge representation and sharing. Instead of using traditional machine learning and knowledge discovery methods, this approach explores the way of knowledge extraction through deep learning processes based on a domain’s past decisional events captured by Decisional DNA. We compare our approach with kNN (k-nearest...

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  • Cognition and Decisional Experience to Support Safety Management in Workplaces

    Publikacja

    Hazards are present in all workplaces and can result in serious injuries, short and long-term illnesses, or death. In this context, management of safety is essential to ensure the occupational health of workers. Aiming to assist the safety management process, especially in industrial environments, a Cognitive Vision Platform for Hazard Control (CVP-HC) is proposed. This platform is a Cyber Physical system, capable of identifying...

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  • Enhancing Product Manufacturing through Smart Virtual Product Development (SVPD) for Industry 4.0

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2020

    ABSTRACT This paper proposes the Smart Virtual Product Development (SVPD) system, which enhances the industrial product manufacturing processes. The proposed system comprises of three main modules: design knowledge management (DKM), manufacturing capability analysis and process planning (MCAPP), and product inspection planning (PIP). Smart virtual product development system collects, stores, and uses experiential knowledge from...

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  • Experience-Based Product Inspection Planning for Industry 4.0

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2021

    In this paper we describe how our Smart Virtual Product Development (SVPD) system can be used to enhance product inspection planning. The SVPD system is comprised of three main modules, these being the design knowledge management (DKM) module, the manufacturing capability and process planning (MCAPP) module, and the product inspection planning (PIP) module. Experiential knowledge relating to formal decisional events is collected,...

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  • From Individual to Collective: Intelligence Amplification with Bio-Inspired Decisional DNA and its Extensions

    Publikacja

    - Rok 2022

    In nature, deoxyribonucleic acid (DNA) contains the genetic instructions used in the development and functioning of all known living organisms. The idea behind our vision is to develop an artificial system, an architecture that would support discovering, adding, storing, improving and sharing information and knowledge among agents and organizations through experience. We propose a novel Knowledge Representation (KR) approach in...

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  • A Framework for Enhancing Supplier Selection Process by Using SOEKS and Decisional DNA

    Publikacja

    Abstract. Supplier selection process is one of the significant stages in supply chain management for industrial manufactured products. It plays an integral role in the success of any manufacturing organization and is an important part starting right from selecting raw material to dispatch of finished products. This paper contributes to enhance the supplier selection process by proposing a multi-criteria decision making framework...

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  • Why set of experience knowledge structure can be considered a knowledge representattion for formal decision events?

    Publikacja

    - Rok 2005

    Omówiono zasady reprezentacji wiedzy przy pomocy zbioru dośwadczeń. Uzasadniono wybór takiej reprezentacji na tle badańliteraturowych.

  • Experience-Oriented Knowledge Management for Internet of Things

    Publikacja

    - Rok 2016

    In this paper, we propose a novel approach for knowledge management in Internet of Things. By utilizing Decisional DNA and deep learning technologies, our approach enables Internet of Things of experiential knowledge discovery, representation, reuse, and sharing among each other. Rather than using traditional machine learning and knowledge discovery methods, this approach focuses on capturing domain’s decisional events via Decisional...

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  • Experience based knowledge representation for Internet of Things and Cyber Physical Systems with case studies

    Publikacja

    Cyber Physical Systems and Internet of Things have grown significant attention from industry and academia during the past decade. The main reason behind this interest is the capabilities of such technologies to revolutionize human life since they appear as seamlessly integrating classical networks, networked objects and people to create more efficient environments. However, enhancing these technologies with intelligent skills becomes...

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  • Romanika Okraszewska dr inż. arch.

    dr inż. arch. Romanika Okraszewska jest adiunktem w Katedrze Inżynierii Drogowej i Transportowej Wydziału Inżynierii Lądowej i Środowiska Politechniki Gdańskiej. W 1996 ukończyła klasę matematyczno-informatyczną w VIII Liceum Ogólnokształcącym  im. Komisji Edukacji Narodowej w Gdańsku. Absolwentka dwóch wydziałów Politechiki Gdańksiej, w roku 2002 ukończyła studia architektury i urbanistyki a w 2004 zarządzania i ekonomii. W latach...

  • Integrating Experience-Based Knowledge Representation and Machine Learning for Efficient Virtual Engineering Object Performance

    Publikacja

    - Procedia Computer Science - Rok 2021

    Machine learning and Artificial Intelligence have grown significant attention from industry and academia during the past decade. The key reason behind interest is such technologies capabilities to revolutionize human life since they seamlessly integrate classical networks, networked objects and people to create more efficient environments. In this paper, the Knowledge Representation technique of Set of Experience...

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  • Applying Decisional DNA to Internet of Things: The Concept and Initial Case Study

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2015

    In this article, we present a novel approach utilizing Decisional DNA to help the Internet of Things capture decisional events and reuse them for decision making in future operations. The Decisional DNA is a domain-independent, standard and flexible knowledge representation structure that allows its domains to acquire, store, and share experiential knowledge and formal decision events in an explicit way. We apply this approach...

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  • Smart Virtual Product Development (SVPD) to Enhance Product Manufacturing in Industry 4.0

    Publikacja

    - Procedia Computer Science - Rok 2019

    This paper presents a system capable of enhancing product development process for industrial manufactured products. This system is known as Smart Virtual Product Development (SVPD), and it helps in decision making by using explicit knowledge of formal decision events. It stores and reuses the past decisional events or sets of experiences related to different activities involved in industrial product development process i.e. product...

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  • Towards Experience-Based Smart Product Design for Industry 4.0

    Publikacja

    - CYBERNETICS AND SYSTEMS - Rok 2019

    This paper presents the concept of smart virtual product development (SVPD) system capable of supporting industrial product development process. It enhances the decision making process during different stages and activities involved in product development i.e. product design, manufacturing, and its inspection planning. The enhancement is achieved by using the explicit knowledge of formal past decision events, which are captured,...

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