scholarly journals Intelligent Data Mining of Computer-Aided Extension Residential Building Design Based on Algorithm Library

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Gao Zhihui ◽  
Zou Guangtian
Keyword(s):  
Data Mining ◽  
Construction Industry ◽  
Market Competition ◽  
Residential Building ◽  
Building Design ◽  
Design System ◽  
Mathematical Algorithm ◽  
Computer Aided ◽  
Output System ◽  
Knowledge Representation System

In recent years, with the development of construction industry, more scientific, systematic, fast, and intelligent calculation methods are needed to coordinate urban development and fierce market competition, and mathematical algorithm library plays an important role in artificial intelligence. Therefore, the author uses computer mathematical algorithm and extension theory to study and analyze the residential building design and intelligent data mining. It is found that the research of the computer-aided expression method of extension building planning is mainly the expression of the input and output system of extension building planning. It includes knowledge representation, system outline design, system flow, and interface expression based on the mathematical database.

Editorial: Computer Aided Building-Design System (CABDS)

1997 ◽  
Vol 11 (1) ◽  
pp. 4-5
Author(s):  
James R. Ahart
Keyword(s):  
Building Design ◽  
Design System ◽  
Computer Aided

scholarly journals Implementing Regenerative Design Principles: A Refurbishment Case Study of the First Regenerative Building in Spain

2021 ◽  
Vol 13 (4) ◽  
pp. 2411
Author(s):  
Aleksandar Petrovski ◽  
Emmanuel Pauwels ◽  
Aránzazu Galán González
Keyword(s):  
Construction Industry ◽  
Residential Building ◽  
Building Design ◽  
Valuable Insight ◽  
Living Building Challenge ◽  
Regenerative Design ◽  
A Site ◽  
Detrimental Impact ◽  
Design And Construction

The conventional building design and construction have detrimental impact onto the environment. With the current pace of development of the contemporary society, these issues cannot be fully addressed with the concept of sustainable design and construction, which is based on causing less harm to the environment. Thus, the regenerative concept is gaining relevance, as it is changing the construction paradigm toward the delivery of a human-centric environment, which, when coupled with the circular economy, aims to enable the natural environment to evolve. In order to have a more frequent delivery of regenerative buildings, it is necessary to broaden the knowledge on regenerative design, which is the objective of this paper. The aim is to investigate the design process, strategies, and technologies that are applied during the design and construction of a refurbished residential building, which is intended to be the first regenerative building in Spain, and is currently in the process of certification as per the Living Building Challenge (LBC) standard. Therefore, a literature review was performed, followed by a site visit of the case-study building. The research is organized according to the seven categories (petals) of the Living Building Challenge standard, and all 20 imperatives of the LBC are discussed. Additionally, the aspects of costs and project management are investigated. The findings point out the main design features and challenges toward the realization of regenerative refurbishment, in order to fully adhere to the demands of the LBC, and discusses their potential for a broader application in rural as well as urban settings. The analysis of the case-study design and construction can serve as a valuable insight to deliver future regenerative buildings and accelerate their implementation in the construction industry. This article is based upon the work of COST Action RESTORE CA16114, supported by COST (European Cooperation in Science and Technology).

An Analysis of the Principle and Implementation Strategies of Ecological Architecture Design

2011 ◽  
Vol 99-100 ◽  
pp. 650-653
Author(s):  
Xin Zhao
Keyword(s):  
Construction Industry ◽  
Implementation Strategies ◽  
Building Design ◽  
Resource Scarcity ◽  
Design System ◽  
Ecological Research ◽  
Living Space ◽  
Development Goals ◽  
Ecological Architecture ◽  
Ecological Building

environmental pollution and resource scarcity have become urgent problems for the whole society to solve. Therefore, in the construction industry, to realize the ecological building of sustainable development has increasingly become the focus of attention. To apply ecological research theory into building design system, to build sound ecological architecture system, to realize the harmonious coexistence of human living space and natural environment are important development goals for future ecological architecture.

CEDAR3 in practice: using a large, integrated computer-aided building design system in government design offices

1980 ◽  
Vol 12 (3) ◽  
pp. 139-148 ◽  
Author(s):  
B.G.J. Thompson ◽  
J.S. Young
Keyword(s):  
Building Design ◽  
Design System ◽  
Computer Aided

ARCH: DMUVR – A Working Prototype of a Distributed Collaborative Design System

2005 ◽  
Vol 3 (2) ◽  
pp. 203-225
Author(s):  
Seung-Hoon Han
Keyword(s):  
Construction Industry ◽  
Collaborative Design ◽  
Architectural Design ◽  
Design System ◽  
The Internet ◽  
New Paradigm ◽  
Computer Aided ◽  
Project Participants ◽  
Tremendous Impact ◽  
Collaboration Technologies

This paper outlines a working prototype which suggests a distributed Computer-Aided Architectural Design (CAAD) system to promote a new model of collaborative design. Recently, there has been a growing interest in distributed CAAD integration due to the needs of direct collaboration among project participants. The potential for the integration of information is expected to have a tremendous impact on architecture and the construction industry. The aim of this research is to provide a new paradigm for a CAAD system by combining research on integrated CAAD applications with recent collaboration technologies. The proposed system has been designed and a prototype implemented to produce enough guidelines to foster interest in the development of future CAAD systems on the Internet. To this end, two different scopes of implementation are evaluated: first, global architecture and the functionality of a distributed CAAD system; and, second, the association of an architectural application to the system.

Structural Analysis of Product and Computer-Aided Assembly Planning in AssemBL Software Package

2018 ◽  
pp. 11-33
Author(s):  
A. N. Bozhko
Keyword(s):  
Computer Aided Design ◽  
State Of The Art ◽  
Graph Model ◽  
Design System ◽  
Assembly Planning ◽  
Complex Products ◽  
Assembly Sequences ◽  
Computer Aided ◽  
Cad Cam ◽  
Aided Design

Computer-aided design of assembly processes (Computer aided assembly planning, CAAP) of complex products is an important and urgent problem of state-of-the-art information technologies. Intensive research on CAAP has been underway since the 1980s. Meanwhile, specialized design systems were created to provide synthesis of assembly plans and product decompositions into assembly units. Such systems as ASPE, RAPID, XAP / 1, FLAPS, Archimedes, PRELEIDES, HAP, etc. can be given, as an example. These experimental developments did not get widespread use in industry, since they are based on the models of products with limited adequacy and require an expert’s active involvement in preparing initial information. The design tools for the state-of-the-art full-featured CAD/CAM systems (Siemens NX, Dassault CATIA and PTC Creo Elements / Pro), which are designed to provide CAAP, mainly take into account the geometric constraints that the design imposes on design solutions. These systems often synthesize technologically incorrect assembly sequences in which known technological heuristics are violated, for example orderliness in accuracy, consistency with the system of dimension chains, etc.An AssemBL software application package has been developed for a structured analysis of products and a synthesis of assembly plans and decompositions. The AssemBL uses a hyper-graph model of a product that correctly describes coherent and sequential assembly operations and processes. In terms of the hyper-graph model, an assembly operation is described as shrinkage of edge, an assembly plan is a sequence of shrinkages that converts a hyper-graph into the point, and a decomposition of product into assembly units is a hyper-graph partition into sub-graphs.The AssemBL solves the problem of minimizing the number of direct checks for geometric solvability when assembling complex products. This task is posed as a plus-sum two-person game of bicoloured brushing of an ordered set. In the paradigm of this model, the brushing operation is to check a certain structured fragment for solvability by collision detection methods. A rational brushing strategy minimizes the number of such checks.The package is integrated into the Siemens NX 10.0 computer-aided design system. This solution allowed us to combine specialized AssemBL tools with a developed toolkit of one of the most powerful and popular integrated CAD/CAM /CAE systems.

scholarly journals A Comprehensive Review of Computer-Aided Diagnosis of Major Mental and Neurological Disorders and Suicide: A Biostatistical Perspective on Data Mining

Diagnostics ◽  
2021 ◽  
Vol 11 (3) ◽  
pp. 393
Author(s):  
Mahsa Mansourian ◽  
Sadaf Khademi ◽  
Hamid Reza Marateb
Keyword(s):  
Data Mining ◽  
Mental Disorders ◽  
Neurological Disorders ◽  
External Validation ◽  
Computer Aided Diagnosis ◽  
World Health ◽  
Performance Indices ◽  
Life Years ◽  
Computer Aided ◽  
Aided Diagnosis

The World Health Organization (WHO) suggests that mental disorders, neurological disorders, and suicide are growing causes of morbidity. Depressive disorders, schizophrenia, bipolar disorder, Alzheimer’s disease, and other dementias account for 1.84%, 0.60%, 0.33%, and 1.00% of total Disability Adjusted Life Years (DALYs). Furthermore, suicide, the 15th leading cause of death worldwide, could be linked to mental disorders. More than 68 computer-aided diagnosis (CAD) methods published in peer-reviewed journals from 2016 to 2021 were analyzed, among which 75% were published in the year 2018 or later. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol was adopted to select the relevant studies. In addition to the gold standard, the sample size, neuroimaging techniques or biomarkers, validation frameworks, the classifiers, and the performance indices were analyzed. We further discussed how various performance indices are essential based on the biostatistical and data mining perspective. Moreover, critical information related to the Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD) guidelines was analyzed. We discussed how balancing the dataset and not using external validation could hinder the generalization of the CAD methods. We provided the list of the critical issues to consider in such studies.

The Role of Constraints and Human Interaction in Evolving MEMS Designs: Microresonator Case Study

2004 ◽  
Author(s):  
Raffi Kamalian ◽  
Alice M. Agogino ◽  
Hideyuki Takagi
Keyword(s):  
Genetic Algorithms ◽  
Geometric Constraints ◽  
Human Interaction ◽  
Design System ◽  
Current State ◽  
Mems Resonator ◽  
Computer Aided ◽  
Generative Methods

In this paper we review the current state of automated MEMS synthesis with a focus on generative methods. We use the design of a MEMS resonator as a case study and explore the role that geometric constraints and human interaction play in a computer-aided MEMS design system based on genetic algorithms.

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