Integrated Design a Generative Multi-Performative Design Approach
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What Knowledge Is of Most Worth in Engineering Design Education?
Integrated Design: What Knowledge is of Most Worth in Engineering Design Education? Richard Devon Sven Bilén 213 Hammond 213 Hammond Pennsylvania State University Pennsylvania State University PA 16802 PA 16802 [email protected] sbilé[email protected] Alison McKay Alan de Pennington Dep’t. of Mechanical Engineering Dep’t. of Mechanical Engineering University of Leeds University of Leeds Leeds LS2 9JT, UK Leeds LS2 9JT, UK [email protected] [email protected] Patrick Serrafero Javier Sánchez Sierra Ecole Centrale de Lyon Esc. Sup. de Ingenieros de Tecnun 17 Chemin du Petit Bois Universidad de Navarra F-69130 Lyon-Ecully, France 20018 San Sebastián, Spain [email protected] [email protected] Abstract This paper is based on the premise that the design ideas and methods that cut across most fields of engineering, herein called integrated design, have grown rapidly in the last two or three decades and that integrated design now has the status of cumulative knowledge. This is old news for many, but a rather limited approach to teaching design knowledge is still common in the United States and perhaps elsewhere. In many engineering departments in the United States, students are only required to have a motivational and experiential introductory design course that is followed several years later by an experiential and discipline-specific capstone course [1]. Some limitations of the capstone approach, such as too little and too late, have been noted [2]. In some departments, and for some students, another experiential design course may be taken as an elective. A few non-design courses have an experiential design project added following a design across the curriculum approach. -
Data-Driven and Model-Based Design
Data-Driven and Model-Based Design Stavros Tripakis Aalto University and University of California, Berkeley Abstract—This paper explores novel research directions arising the AI system, we must also trust its LECs. However, today’s from the revolutions in artificial intelligence and the related fields machine learning systems are highly unpredictable [66]. Pro- of machine learning, data science, etc. We identify opportunities totyping such systems may seem quick and easy, but it incurs a for system design to leverage the advances in these disciplines, as well as to identify and study new problems. Specifically, we high cost, called technical debt [58]. These problems are not propose Data-driven and Model-based Design (DMD) as a new theoretical. Numerous traffic violations, accidents, and even system design paradigm, which combines model-based design human casualties have resulted as the fault of LECs. It is with classic and novel techniques to learn models from data. therefore correctly and widely recognized that AI systems are not dependable [23]. Index Terms—System design, formal methods, machine learn- ing, verification, synthesis How to achieve dependability of LECs? “Manual” reason- ing about these systems is prohibitive. Systems like neural I. INTRODUCTION networks become incomprehensible as their size grows [59]. Moreover, using a trial-and-error approach (testing) does not A. Artificial Intelligence scale [38]. Computers and an abundance of data from all sorts of We argue that we need rigorous, formal modeling and sources are revolutionizing many fields of science and tech- verification techniques, in order to nology, from biology and medicine, to astronomy and the 1) model AI systems, and in particular their LECs; social sciences. -
Requirements Engineering Challenges in Building AI-Based Complex Systems
Requirements Engineering Challenges in Building AI-Based Complex Systems Hrvoje Belani Marin Vuković, Željka Car IT Division Faculty of Electrical Engineering and Computing Ministry of Health University of Zagreb Zagreb, Croatia Zagreb, Croatia [email protected] {marin.vukovic; zeljka.car}@fer.hr Abstract—This paper identifies and tackles the challenges of Based on the discussion, the RE4AI (“RE for AI”) taxono- the requirements engineering discipline when applied to devel- my has been outlined, considering to be useful to inform the opment of AI-based complex systems. Due to their complex be- tailoring of AI development process. The elements of the tax- haviour, there is an immanent need for a tailored development onomy have been recognized from the AI field – data, model process for such systems. However, there is still no widely used and system, and aligned with the typical RE activities. The and specifically tailored process in place to effectively and effi- ciently deal with requirements suitable for specifying a software purpose of the proposed taxonomy is to help practitioners and solution that uses machine learning. By analysing the related researchers to focus on certain challenges upfront and tailor work from software engineering and artificial intelligence fields, their AI research approaches and development processes ac- potential contributions have been recognized from agent-based cordingly. software engineering and goal-oriented requirements engineering This work has been partly motivated by [3] as well as the research, as well as examples from large product development first author’s participation in [4]. Method and settings are pre- companies. The challenges have been discussed, with proposals sented in section II, while section III provides an overview of given how and when to tackle them. -
Building Agents with Agents and Patterns
Building Agents with Agents and Patterns L. Sabatucci (1), M. Cossentino (2,3), S. Gaglio (1,2) (1) DINFO - Dipartimento di Ingegneria Informatica, Università degli Studi di Palermo - Viale delle Scienze, 90128 Palermo, Italy (2) Istituto di Calcolo delle Reti ad Alte Prestazioni, Consiglio Nazionale delle Ricerche; ( 3 ) SET - Université de Technologie Belfort-Montbéliard - 90010 Belfort cedex, France [email protected]; [email protected]; [email protected] are strategies helping people to find their way through Abstract—The use of design patterns proved successful in complex situations by applying ready solution to solve lowering the development time and number of errors when difficult problems. Also they help in diagnosing, revising, producing software with the object-oriented paradigm. Now the and improving a group's work [11][14]. need for a reuse technique is occurring for the emergent agent paradigm, for which a great effort is currently spending in x Patterns improve software maintenance: a project methodology definitions. In this work we present our experiences obtained with patterns reuse is robust and simpler to in the identification, description, production and use of agents modify with respect to traditional projects [19]. patterns. A repository of patterns was enriched during these years so to request a classification criteria and a documentation Our definition of pattern come from traditional object- template useful to help user during the selection. oriented design patterns, revised for the agent paradigm. In particular we use an ontological approach, strongly influenced Index Terms—Multiagent systems, patterns, reuse models and tools. by the study of multi-agent system (MAS) meta-models. -
Information Systems Foundations: the Role of Design Science
Information Systems Foundations: The role of design science Information Systems Foundations: The role of design science Dennis N. Hart and Shirley D. Gregor (Editors) THE AUSTRALIAN NATIONAL UNIVERSITY E P R E S S E P R E S S Published by ANU E Press The Australian National University Canberra ACT 0200, Australia Email: [email protected] This title is also available online at: http://epress.anu.edu.au/is_foundations_citation.html National Library of Australia Cataloguing-in-Publication entry Author: Information Systems Foundations (‘The role of design science’) Workshop (2008 : Canberra, A.C.T.) Title: Information systems foundations : the role of design science / edited by Shirley D. Gregor and Dennis N. Hart. ISBN: 9781921666346 (pbk.) ISBN: 9781921666353 (eBook) Notes: Workshop held at the Australian National University in Canberra from 2-3 October, 2008. Includes bibliographical references. Subjects: Management information systems--Congresses. Information resources management--Congresses. System design--Congresses. Other Authors/Contributors: Gregor, Shirley Diane. Hart, Dennis N. Dewey Number: 658.4038 All rights reserved. No part of this publication may be reproduced, stored in a retrieval system or transmitted in any form or by any means, electronic, mechanical, photocopying or otherwise, without the prior permission of the publisher. Cover design by Teresa Prowse Cover ilustration by Jackson Gable Printed by Griffin Press This edition © 2010 ANU E Press Contents Preface . ix Philosophical Foundations 1 . Identification-interaction-innovation: a phenomenological basis for an information services view . 3 Dirk Hovorka, Matt Germonprez 2 . How critical realism clarifies validity issues in theory- testing research: analysis and case . 21 Robert B. Johnston, Stephen P. -
Values in Architecture a New Design Paradigm: Monist Submission 8Th April 2008 Ian Ritchie
VALUES IN ARCHITECTURE A NEW DESIGN PARADIGM: MONIST SUBMISSION 8TH APRIL 2008 IAN RITCHIE INTRODUCTION I will try to explain why I believe we are at the beginning of new design paradigm – an important new movement in urbanism and architecture whose visual aesthetic will be multifarious – yet derived from a creative synthesis of science, ecology and ethics. This opposes recent architectural ’isms’, especially superficial and selfish architecture that gratifies itself on hyperbole to gain media self-aggrandisements. Intelligent, social and selfless architectural expression capable of the most marvellous and spiritually uplifting engineered structures must challenge turn-of-the century stunt-making architectural gymnastics. I will address five questions, 1. How does our intellectual heritage shape our actions? 2. What are we thinking about today? 3. How are we behaving as designers? 4. How should we design today? 5. How should we make things? HOW DOES OUR INTELLECTUAL HERITAGE SHAPE OUR ACTIONS? I want to step back 2,500 years to hint at the origins of our present discomfort of having to live with apparent contradictions, and in particular how homo sapiens sapiens has to face up to and find ways of taming a rampant homo faber and homo consumeris. The Greeks sought to reconcile the idea of ‘perpetual change and eternal becoming’ put forward by Heraclitus with that of the ‘unchangeable being’ of Parmenides. The outcomes were to have a profound impact upon the development of our western society. The paradox was resolved when the Greeks thought of the atom as the inert fundamental unchangeable ‘being’, yet which, moved by undefined forces (spirits) could combine with other atoms to generate change. -
Examples of Integrated Design
IEA Solar Heating and Cooling Task 23 Presents: Examples of Integrated Design Five Low Energy Buildings Created Through Integrated Design Editor Gerelle van Cruchten, Damen Consultants, Arnhem, The Netherlands Contributions by Susanne Geissler, Austrian Ecology Institute, Vienna, Austria Nils Larsson, Canmet Energy Technology, Ottawa, Canada Christina Henriksen, Esbensen Consulting Engineers, Copenhagen, Denmark Matthias Schuler, Transsolar, Stuttgart, Germany Douglas Balcomb, NREL, Golden CO, USA Charts Günter Löhnert, Solidar, Berlin, Germany Lay out Hans Weggen, Wageningen, The Netherlands Print Advadi, Arnhem, The Netherlands Five low energy buildings created through integrated design integrated through buildings created energy low Five Examples of Integrated Design of Integrated Examples 2 Examples of Integrated Design Five Low Energy Buildings Created Through Integrated Design SHC Task 23: ‘Optimization of Solar Energy Use in Large Buildings’ Austria Canada Denmark Finland Germany Japan Netherlands Norway Spain Sweden Switzerland United States AUGUST 2000 3 Contents 4 Introduction 5 1.1 IEA, Solar Heating and Cooling Programme, Task 23 1.2 Stories of integrated design Lessons learned 6 2. Lessons learned Case Stories 7 Austria 8 3.1 The challenge to design an ‘ecological’ building in co-operation Canada 14 3.2 Integrated design works in a competitive market Denmark 20 3.3 Create a building as an example for ‘our common future’ Germany 26 3.4 An atmospheric office USA 30 3.5 Student performance improved by daylighting Five low energy buildings created through integrated design integrated through buildings created energy low Five Examples of Integrated Design of Integrated Examples 4 1 Introduction 1.1 IEA, Solar Heating and Cooling Programme, Task 23 Within the International Energy Agency (IEA) a comprehensive program of energy co-operation is carried out among the member countries. -
Meta-Design Paradigm Based Approach for Iterative Rapid Development of Enterprise Web Applications
META-DESIGN PARADIGM BASED APPROACH FOR ITERATIVE RAPID DEVELOPMENT OF ENTERPRISE WEB APPLICATIONS Athula Ginige AeIMS Research Group, University of Western Sydney, Sydney, Australia Keywords: Enterprise web application development, Meta-design paradigm, Iterative development, Auto generation of web applications. Abstract: Developing enterprise software or web applications that meet user requirements within time and budget still remains a challenge. The success of these applications mostly depends on how well the user requirements have been captured. The literature shows progress has been made on two fronts; improving ways requirements are captured and increasing interaction between users and developers to detect gaps or miscommunication of requirements early in the lifecycle by using iterative rapid development approaches. This paper presents a Meta-Design paradigm based approach that builds on work already done in the area of Model Driven Web Engineering to address this issue. It includes a Meta-Model of an enterprise web application to capture the requirements and an effective way of generating the application. 1 INTRODUCTION (Standish_Group 1995; Sauer, Gemino et al. 2007; Escalona and Arago´n 2008). Today enterprises are depending heavily on web A good approach to find whether the developed based business applications to stay competitive. This system meets the user requirements is by giving the class of applications are broadly categorised as system to the users as quickly as possible and to get Enterprise Web Applications. Still there are many the users to use the system. If there was loss of challenges to developing Enterprise Web information in capturing the requirements or if the Applications within time and budget that meet user requirements have evolved since these were initially requirements (Krigsman 2008). -
Architect and the Paradigms of Sustainable Development: a Review of Dilemmas
Preprints (www.preprints.org) | NOT PEER-REVIEWED | Posted: 20 December 2017 doi:10.20944/preprints201712.0145.v1 Peer-reviewed version available at Sustainability 2018, 10, 100; doi:10.3390/su10010100 1 Review 2 Architect and the paradigms of sustainable 3 development: a review of dilemmas 4 Wojciech Bonenberg 1 and Oleg Kapliński 1* 5 1 Faculty of Architecture, Poznań University of Technology, 60-965 Poznań, Nieszawska Str. 13C, Poland 6 * Correspondence: [email protected]; Tel.: +48-61-6653260 7 Abstract: The article presents the architect's attitude towards the paradigms of sustainable 8 development. The place and role of the architect in the implementation of the multidimensional 9 process of sustainable design has been presented. Basic dilemmas and antinomies have been 10 presented. The analysis of architect's attitudes towards these problems was performed in various 11 contexts, examining the architect's awareness and his environment in view of changes under way. 12 The article draws attention to the status of knowledge, changes in design paradigms, legislative and 13 organizational requirements. The importance of architectural culture level, the need for training, 14 ways to support the implementation of new design paradigms through integrated activities have 15 been indicated. The research results regarding public awareness of architecture and sustainable 16 development are illustrated with examples from Poland. 17 Keywords: architect, sustainable architecture, paradigms of design, knowledge, society, Poland 18 19 1. Introduction 20 The results of developing sustainable architecture are founded on the symbiosis of ecologists 21 and architects. It began with these two professional groups proposing a change in functioning of the 22 building, i.e., a transition from a linear approach to a closed circulation plan. -
Integrated Design Process Guideline
Integrated Design Process Task 23 Optimization of Solar Energy Use in Large Buildings Subtask B Design Process Guidelines Günter Löhnert sol°id°ar planungswerkstatt Andreas Dalkowski architects and engineers Berlin, Germany Werner Sutter Architekten B+S Zug, Switzerland Version 1.1 Berlin / Zug, April 2003 A Guideline for Sustainable and Solar-Optimised Building Design INTEGRATED DESIGN PROCESS GUIDELINE CONTENTS 0. Preface......................................................... 2 1. Introduction ................................................... 1 2. Considerations of Design..................................... 6 3. Design Process Development Model .......................12 ACKNOWLEDGEMENT 4. Key Issues in Design Process................................22 The guideline was supported by fruitful comments from several experts and practitioners. The authors wish to 5. Design Process Recommendations .........................35 express particular appreciation to the Task 23 experts, 6. Implementation of Integrated Design Process ...........55 Gerelle van Cruchten, The Netherlands Anne Grete Hestnes, Norway 7. Glossary .......................................................59 Pierre Jaboyedoff, Switzerland Nils Larsson, Canada 8. Sources ........................................................61 Bart Poel, The Netherlands Matthias Schuler, Germany 9. IEA Task 23 Participants ....................................62 Maria Wall, Sweden Zdenek Zavrel, The Netherlands and to contributing outside experts Roman Jakobiak, Germany Thomas Lützkendorf, -
Integrated Design Process and Integrated Project Delivery Rocky Mountain ASHRAE Technical Conference 2011
The Integrated Design Process and Integrated Project Delivery Rocky Mountain ASHRAE Technical Conference 2011 Presented for April 15, 2011 PttiPresentation OtliOutline Evolution of the Design Process Definitions Design Effort Curve Practicing Integrated Design Disintegrated / Dysfunctional IDP Tips for Integrated Design IDP and LEED Certification Conclusion Q & A Contact / Resources QtiQuestions When you hear the term “Integrated Design”, what comes to mind? Do you associate Integrated Design with sustainability? Is Integrated Design critical to the success of every project? EltiEvolution of the DiDesign Process Building Design is increasing in complexity at an exponential rate. Emphasis on total building performance is forcing the design/construction industry to perform at a higher level. Integrated Design represents an evolution in the construction industry. Design and construction firms are struggling with information overldload, growing bibusiness complilexity and associdiated rikisk and compliance challenges, as well as increasing complexity managing internal and external collaboration. Firms are faced with the challenge of continually assimilating and updating the firm’s computer and communications technology, and ensuring that everyone involved in a project is on the same page, with the same information and versions of key documents. DfiitiDefinitions Integrated Design Process (IDP): A discovery process optimizing the elements that comprise all building projects and their inter‐relationships across increasingly larger fields in the service of efficient and effective use of resources. Source: ANSI/MTS WSIP Guide, 2007 Integrated Project Delivery (IPD): A project delivery approach that integrates people, systems, business structures and practices into a process that collaboratively utilizes the talents and insights of all participants to optimize project results, increasing value to the Owner, reduce waste, and maxiiimize effic iency thhhrough all phases of design, fabrication, and construction. -
CIB White Paper on IDDS “Integrated Design and Delivery Solutions”
CIB White Paper on IDDS “Integrated Design and Delivery Solutions” CIB Publication 328 ISBN: 978-90-6363-060-7 CIB White Paper on IDDS Integrated Design & Delivery Solutions edited by Robert Owen University of Salford, UK CIB Publication 328 ISBN 978‐90‐6363‐060‐7 Table of Contents Introduction and Use of this White Paper 3 Vision and Main Elements of Exemplary IDDS Delivery 5 Main Elements of IDDS 7 ‐ Collaborative Processes across all Project Phases 7 ‐ Enhanced Skills 9 ‐ Integrated Information and Automation Systems 10 ‐ Knowledge Management 13 Involving Stakeholders to Realise Wholelife Value 14 Acknowledgements 15 CIB White Paper on IDDS Integrated Design & Delivery Solutions This global priority theme is aimed at transforming the construction sector through the rapid adoption of new processes, such as Integrated Project Delivery (IPD), together with Building Information Modelling (BIM), and automation technologies, using people with enhanced skills in more productive environments. ________________________________ The development of IDDS is about radical and continuous improvement, rather than development of a single optimal solution. Introduction and Use of this White Paper CIB is developing a priority theme, now termed Improving Construction and Use through Integrated Design & Delivery Solutions (IDDS). The IDDS working group for this theme adopted the following definition: Integrated Design and Delivery Solutions use collaborative work processes and enhanced skills, with integrated data, information, and knowledge management to