scholarly journals Integration of Algorithm-Based Optimization into the Design Process of Industrial Buildings: A Case Study

2021 ◽  
pp. 179-188
Author(s):  
Mirjam Konrad ◽  
Dana Saez ◽  
Martin Trautz
Keyword(s):  
Decision Making ◽  
Process Optimization ◽  
Design Process ◽  
Architecture Design ◽  
Design Problems ◽  
Cultural Lag ◽  
Industrial Buildings ◽  
Industrial Architecture ◽  
Architectural Decision

AbstractAlgorithm-based optimization is widely applied in many fields like industrial production, resulting in state-of-the-art workflows in the production process optimization. This project takes the cultural lag of conventional industrial architecture design as a motivation to investigate the implementation of algorithm-based optimization into traditional design processes. We argue that an enhanced way of architectural decision-making is possible. Current approaches use a translation of the whole design problem into a single, overly complicated optimization system. Contrary to that, this paper presents a novel workflow that defines precise design steps and applies optimizations only if suitable. Furthermore, this method can generate relevant results for factory planning design problems with contradicting factors, making it a promising approach for the complex challenges of i.e. resource-efficient building.

scholarly journals Design space exploration for flexibility assessment and decision making support in integrated industrial building design

2021 ◽  
Author(s):  
Julia Reisinger ◽  
Maximilian Knoll ◽  
Iva Kovacic
Keyword(s):  
Decision Making ◽  
Design Process ◽  
Design Space Exploration ◽  
Design Space ◽  
Parametric Design ◽  
Space Exploration ◽  
Building Design ◽  
Assessment Tools ◽  
Industrial Building ◽  
Industrial Buildings

AbstractIndustrial buildings play a major role in sustainable development, producing and expending a significant amount of resources, energy and waste. Due to product individualization and accelerating technological advances in manufacturing, industrial buildings strive for highly flexible building structures to accommodate constantly evolving production processes. However, common sustainability assessment tools do not respect flexibility metrics and manufacturing and building design processes run sequentially, neglecting discipline-specific interaction, leading to inflexible solutions. In integrated industrial building design (IIBD), incorporating manufacturing and building disciplines simultaneously, design teams are faced with the choice of multiple conflicting criteria and complex design decisions, opening up a huge design space. To address these issues, this paper presents a parametric design process for efficient design space exploration in IIBD. A state-of-the-art survey and multiple case study are conducted to define four novel flexibility metrics and to develop a unified design space, respecting both building and manufacturing requirements. Based on these results, a parametric design process for automated structural optimization and quantitative flexibility assessment is developed, guiding the decision-making process towards increased sustainability. The proposed framework is tested on a pilot-project of a food and hygiene production, evaluating the design space representation and validating the flexibility metrics. Results confirmed the efficiency of the process that an evolutionary multi-objective optimization algorithm can be implemented in future research to enable multidisciplinary design optimization for flexible industrial building solutions.

scholarly journals MULTI ATTRIBUTE ARCHITECTURE DESIGN DECISION FOR CORE ASSET DERIVATION

2015 ◽  
Vol 77 (9) ◽  
Author(s):  
Shahliza A. Halim ◽  
Dayang N. A. Jawawi ◽  
Noraini Ibrahim ◽  
M. Zulkifli M. Zaki ◽  
Safaai Deris
Keyword(s):  
Decision Making ◽  
Software Reuse ◽  
Product Line ◽  
Architecture Design ◽  
Design Decision ◽  
Functional Requirements ◽  
Detail Design ◽  
Software Product ◽  
Study Implementation

Software Product Line (SPL) is an effective approach in software reuse in which core assets can be shared among the members of the product line with an explicit treatment of variability. Core assets, which are developed for reuse in domain engineering, are selected for product specific derivation in application engineering. Decision making support during product derivation is crucial to assist in making multiple decisions during product specific derivation. Multiple decisions are to be resolved at the architectural level as well as the detailed design level, address the need for assisting the decision making process during core asset derivation. Architectural level decision making is based on imprecise, uncertain and subjective nature of stakeholder for making architectural selection based on non- functional requirements (NFR). Furthermore, detail design level involves the selection of suitable features which have the rationale behind each decision. The rationale for the selection, if not documented properly, will also result in loss of tacit knowledge. Therefore, a multi-attribute architecture design decision technique is proposed to overcome the above mentioned problem. The technique combines Fuzzy Analytical Hierarchy Process (FAHP) with lightweight architecture design decision documentation to support the decision making during core asset derivation. We demonstrate our approach using the case study of Autonomous Mobile Robot (AMR). The case study implementation shows showed that the proposed technique supports software engineer in the process of decision making at the architecture and detail design levels.

scholarly journals Design Method to Structure Orthosis Design: Camptocormia Postural Brace Case Study

2019 ◽  
Vol 2019 ◽  
pp. 1-9 ◽  
Author(s):  
Ricardo Duarte ◽  
Jean-Pierre Nadeau ◽  
Antonio Ramos ◽  
Michel Mesnard
Keyword(s):  
Design Process ◽  
Research Method ◽  
Development Process ◽  
Design Method ◽  
Upright Posture ◽  
Design Strategies ◽  
Short Term ◽  
Design Problems ◽  
Class 1

The orthosis is considered a class 1 medical device which often originates from a nonstructured development process. As these devices are mainly developed by small- and medium-sized enterprises, with no standard research method, the result can be an unadapted device which may not respond to the user’s needs and which in the short term may be abandoned. One way to solve this problem is to define and apply standard rules and procedures throughout the development/design process. Although methodologies may solve the “empiricism” in orthosis design problems, these design strategies are not applied during orthosis development due to the particularities of this field and the difficulties in linking the required knowledge and the actors that may be present during the orthosis development. The objective of this work is to develop a methodology to structure the orthosis design process that takes into account both the device life cycle and the different stakeholders involved in the design process. A case study was used to validate the proposed methodology. It was applied to the development of an orthosis to treat a specific postural disorder called camptocormia, also known as bent spine syndrome. This disorder is characterized by the anteroflexion of the trunk and especially affects elderly people. Contrary to scoliosis, the characteristics of camptocormia are not permanent, which means that the patient is able to straighten his posture. A postural brace is used to treat this disorder which enables the patient to redress and maintain the correct upright posture of the trunk.

Multi-criterion analysis based on integrated process-risk optimization

2020 ◽  
Vol 18 (5) ◽  
pp. 1015-1035
Author(s):  
Rima Derradji ◽  
Rachida Hamzi
Keyword(s):  
Decision Making ◽  
Process Optimization ◽  
Integrated Process ◽  
Economic Consideration ◽  
Content Type ◽  
Process Risk ◽  
Graphical View ◽  
Criterion Matrix ◽  
Criticality Analysis

Purpose This paper aims to propose a process optimization approach showing how organizations are able to achieve sustainable and efficient process optimization, based on integrated process-risk analysis using several criteria to a better decision-making. Design/methodology/approach Several approaches are used (functional/dysfunctional) to analyze how processes work and how to deal with risks forming multi-criteria decision-making. In addition, a risk factor is integrated into the structured analysis and design techniques (SADT) method forming a novel graphical view SADT-RISK; it identifies process’s failures using the traditional failure modes, effects and criticality analysis (FMECA) and economic consideration “failure mode and effect, criticality analysis-cost FMECA-C” making a multi-criterion matrix for better decision-making. Subsequently, some recommendations are proposed to overcome the failure. Findings This paper illustrates a methodology with a case study in a company, which has a leading brand in the market in Algeria. The authors are integrating a varied portfolio of approaches linking with each other to analyze, improve and optimize the processes in terms of reliability and safety to deal with risks; reduce the complexity of the systems; increase the performance; and achieve a safer process. However, the proposed method can be readily used in practice. Originality/value The paper provides a new approach based on integrated management using new elements as an innovative contribution, forming a novel graphical view SADT-RISK; it identifies process’s failures using the traditional FMECA and economic consideration “a new multi-criterion matrix for better decision-making and using the SWOT analysis – Strengths, Weaknesses, Opportunities, Threats – as a balance to decide about the process improvement”. The authors conclude that this methodology is oriented and applicable to different types of companies such as financial, health and industrial as illustrated by this case study.

scholarly journals The Assessment of Building Energy Functionality in the Integrated Building Design

Proceedings ◽  
2019 ◽  
Vol 16 (1) ◽  
pp. 53
Author(s):  
Vilūnė Lapinskienė ◽  
Violeta Motuzienė ◽  
Artur Rogoža
Keyword(s):  
Design Process ◽  
Quality Function Deployment ◽  
New Technology ◽  
Building Design ◽  
Building Energy ◽  
Design Problems ◽  
Sustainability Challenges ◽  
Energy Functionality ◽  
Future Practice

Buildings are significant contributors to energy-related sustainability challenges and a sustainable future. Practice shows—that the traditional building design process is becoming ineffective and will no longer be able to meet the determined requirements and standards of low energy architecture. The aim of this research is to introduce and validate the newly developed technology of building design concept, which integrates Quality Function Deployment (QFD) and Axiomatic Design (AD) methods. The proposed technology eliminates the traditional building design problems, ensures a smooth Integrated Building Design (IBD) process and matches the needs of the customer and the whole building design team. The new technology also provides a quicker and more effective way to find a sustainable and customer-orientated solution. Validation of the technology on the case study has shown that the energy functionality of the building proved to be superior to buildings, created during traditional building design process.

scholarly journals Exploring KPIS Utilization Effects on Decision Making for the Architectural Design Process in Industrial Buildings

2020 ◽  
Vol 16 (1) ◽  
pp. 198-209
Author(s):  
Kiavash Ghazvini ◽  
Mahdi Zandieh ◽  
Mohsen Vafamehr
Keyword(s):  
Decision Making ◽  
Design Process ◽  
Architectural Design ◽  
Idea Generation ◽  
Design Quality ◽  
Verbal Protocol Analysis ◽  
Process Indicators ◽  
Whole Process ◽  
Industrial Buildings ◽  
In The Beginning

AbstractThe paper presents the influence of Key Performance Indicators (KPI) on decision making during the architectural design process. In the beginning, the researcher selected a functional complex of industrial nature for the test and defined five criteria for evaluating the architectural design and then created two categories of result and process indicators to explore the decision making during the design process through Verbal Protocol Analysis (VPA). Two groups of subjects attended the VPA, while one group received the indicators; the other one did not receive the indicators. The protocols were transcribed and encoded to make the comparison more efficient. At the same time, the jury evaluated the sketches separately to check the previous results. The study indicates that the indicators were affecting the decision making and design process and design product simultaneously. First of all, framing decisions were made more organized and mature and at the same time increased in numbers, the key decisions were evaluated easier and in some cases divided into smaller decisions related to one or more criteria and then merged into a final concept, the enabler decision making was done more efficiently and faster because of better thought key decisions and the use of indicators for control. The design process, although still has iterative nature. However, iteration was done in smaller cycles due to the use of result indicators for evaluation and process indicators to lead the process. Indicators facilitate idea generation, and the whole process is without difficulties. The design quality assessment by the jury shows the improvement in the final quality of design outcome in specific aspects related to indicators.

scholarly journals Exploring Media Architecture Design in Virtual Design Environments

2020 ◽  
pp. 159-163
Author(s):  
Waldemar Jenek ◽  
Glenda Caldwell ◽  
Jared Donovan ◽  
Veronica Garcia Hansen ◽  
Matt Adcock ◽  
...  
Keyword(s):  
Design Process ◽  
Thematic Analysis ◽  
Student Experience ◽  
Applied Science ◽  
Teaching Approach ◽  
Architecture Design ◽  
Virtual Design ◽  
Design Environments ◽  
The University

This case study explores how architecture students can learn to design media architecture within virtual design environments tools. The target participants of this study are advanced (i.e. 3rd year) architecture students at the University of Applied Science, Bochum, Germany. To evaluate the student-experience, students were asked to develop a media architecture structure during the semester. Once the project finished the students provided feedback via surveys and interviews. The feedback was analysed employing thematic analysis. The case study shows that students are curious about technology in the design process and that technology has a growing relevance in an architecture career. The feedback will be used to improve future teaching approach.

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