Developing a multi-objective optimization model for improving building's environmental performance over the whole design process

Design variables affecting the environmental impacts of buildings: A critical review

(2023) Yijun Zhou et al.   Journal of Cleaner Production

Carbon vs. cost option mapping: A tool for improving early-stage design decisions

(2022) H.L. Gauch et al.   AUTOMATION IN CONSTRUCTION

A critical review on BIM and LCA integration using the ISO 14040 framework

(2022) Vivian WY. Tam et al.   BUILDING AND ENVIRONMENT

Systematic Review of Deep Learning and Machine Learning for Building Energy

(2022) Sina Ardabili et al.   Frontiers in Energy Research

Multi-objective optimization for improved project management: Current status and future directions

(2022) Kai Guo et al.   AUTOMATION IN CONSTRUCTION

Decision-making under uncertainty in the early phase of building façade design based on multi-objective stochastic optimization

(2022) Chujun Zong et al.   BUILDING AND ENVIRONMENT

Multiobjective optimization of building energy consumption based on BIM-DB and LSSVM-NSGA-II

(2021) Bin Chen et al.   JOURNAL OF CLEANER PRODUCTION

Thermal performance optimization for housing unit design in a cold region of China

(2021) Shanshan Wang et al.   Journal of Building Performance Simulation

An exponential chaotic differential evolution algorithm for optimizing bridge maintenance plans

(2021) Eslam Mohammed Abdelkader et al.   AUTOMATION IN CONSTRUCTION

Environmental benchmarking of building typologies through BIM-based combinatorial case studies

(2021) Alejandro Martínez-Rocamora et al.   AUTOMATION IN CONSTRUCTION

Multi-objective optimization of the multi-story residential building with passive design strategy in South Korea

(2021) Yujun Jung et al.   BUILDING AND ENVIRONMENT

Energy efficiency and carbon emission in high-rise buildings: A review (2005-2020)

(2021) Fatemeh Mostafavi et al.   BUILDING AND ENVIRONMENT

Modular approach to multi-objective environmental optimization of buildings

(2020) Benedek Kiss et al.   AUTOMATION IN CONSTRUCTION

Comparative BIM-based Life Cycle Assessment of Uruguayan timber and concrete-masonry single-family houses in design stage

(2020) B. Soust-Verdaguer et al.   JOURNAL OF CLEANER PRODUCTION

A framework for the optimal integration of solar assisted district heating in different urban sized communities: A robust machine learning approach incorporating global sensitivity analysis

(2020) Mohamed Hany Abokersh et al.   APPLIED ENERGY

The BIM-Based multi-optimization approach in order to determine the trade-off between embodied and operation energy focused on renewable energy use

(2020) Saman Abbasi et al.   JOURNAL OF CLEANER PRODUCTION

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

(2019) Christopher A. Ramezan et al.   Remote Sensing

A multi-objective optimization model for determining the building design and occupant behaviors based on energy, economic, and environmental performance

(2019) Taehoon Hong et al.   ENERGY

Design and optimization of form and façade of an office building using the genetic algorithm

(2019) Zahra Jalali et al.   Science and Technology for the Built Environment

Experimental investigation of thermal properties and moisture buffering performance of composite interior finishing materials under different airflow conditions

(2019) Chengnan Shi et al.   BUILDING AND ENVIRONMENT

Whole building life cycle environmental impacts and costs: A sensitivity study of design and service decisions

(2019) Vaclav Hasik et al.   BUILDING AND ENVIRONMENT

Integrated energy performance optimization of a passively designed high-rise residential building in different climatic zones of China

(2018) Xi Chen et al.   APPLIED ENERGY

Optimizing the insulation thickness of walls and roofs of existing buildings based on primary energy consumption, global cost and pollutant emissions

(2018) Pengfei Jie et al.   ENERGY

An integrated BIM-based framework for the optimization of the trade-off between embodied and operational energy

(2018) Farshid Shadram et al.   ENERGY AND BUILDINGS

Passive design optimization of newly-built residential buildings in Shanghai for improving indoor thermal comfort while reducing building energy demand

(2018) Shaoqing Gou et al.   ENERGY AND BUILDINGS

Life Cycle Assessment Data Structure for Building Information Modelling

(2018) Carmine Cavalliere et al.   JOURNAL OF CLEANER PRODUCTION

BIM-based approach for optimizing life cycle costs of sustainable buildings

(2018) Mohamed Marzouk et al.   JOURNAL OF CLEANER PRODUCTION

Continuous BIM-based assessment of embodied environmental impacts throughout the design process

(2018) Carmine Cavalliere et al.   JOURNAL OF CLEANER PRODUCTION

Critical review of bim-based LCA method to buildings

(2017) Bernardette Soust-Verdaguer et al.   ENERGY AND BUILDINGS

A multi-objective life cycle approach for optimal building design: A case study in Finnish context

(2017) Sudip Kumar Pal et al.   JOURNAL OF CLEANER PRODUCTION

An investigation of the impact of building orientation on energy consumption in a domestic building using emerging BIM (Building Information Modelling)

(2016) F.H. Abanda et al.   ENERGY

Multi-objective optimization of building envelope design for life cycle environmental performance

(2016) Rahman Azari et al.   ENERGY AND BUILDINGS

LCA in architectural design—a parametric approach

(2016) Alexander Hollberg et al.   INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT

Insulation materials for the building sector: A review and comparative analysis

(2016) S. Schiavoni et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Building information modeling based building design optimization for sustainability

(2015) Sha Liu et al.   ENERGY AND BUILDINGS

Sustainable structural design of tall buildings based on embodied energy

(2013) Paolo Foraboschi et al.   ENERGY AND BUILDINGS

Application of life-cycle assessment to early stage building design for reduced embodied environmental impacts

(2012) J. Basbagill et al.   BUILDING AND ENVIRONMENT

Multiple regression models for energy use in air-conditioned office buildings in different climates

(2010) Joseph C. Lam et al.   ENERGY CONVERSION AND MANAGEMENT