skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Optimisation of curvilinear external shading of windows in cellular offices

Journal Article · · PLoS ONE

Shading of windows influences building cooling and heating loads through control of solar heat gains, and lighting load through access to available daylight. Shading shape thus presents an important factor both in building energy analysis and building aesthetics. Curvilinearity of solar paths suggests that the optimal shading shape may be curvilinear as well, and our aim here is to test this expectation. To accommodate curvilinearity of shading shape, outer edges of shading, which consists of overhang, western and eastern fins, are modeled as non-uniform rational basis spline (NURBS) curves, a widely accepted representation standard for curves in design industry. As a case study, a cellular office is considered in the Pacific Northwest National Laboratory (PNNL) office building model, with its overhang lined up by seven control points, and the fins lined up by five control points each, with two ending control points joint for the overhang and the fins. With control points allowed to take on nine different alternative depths, genetic optimisation is employed for 16 representative USA climates with respect to total equivalent source energy for heating, cooling and lighting loads. The main finding is that in a very close proximity to optimal shadings found by genetic optimisation there exist shadings with much simpler control point structure, obtained by identifying depths of successive control points, that have nearly rectangular overhangs. Since the difference between these simpler shadings and the optimal ones is less than 0.24%, this partially rejects the expectation that the optimal shading shape should be curvilinear. Structure of these near-optimal shadings also suggests a new way to partition shadings into independent regions: the lower and the upper parts of the western fin, joints of the overhang with the western and the eastern fin, the interior part of the overhang and the rest of the eastern fin.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE
Grant/Contract Number:
ON174033; AC0576RL01830
OSTI ID:
1557859
Journal Information:
PLoS ONE, Vol. 13, Issue 9; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 2 works
Citation information provided by
Web of Science

References (22)

A direct method to solve optimal knots of B-spline curves: An application for non-uniform B-spline curves fitting journal March 2017
A novel Elite Opposition-based Jaya algorithm for parameter estimation of photovoltaic cell models journal February 2018
Genetic optimization of external fixed shading devices journal April 2014
GSA: A Gravitational Search Algorithm journal June 2009
Fitting B-spline curves to point clouds by curvature-based squared distance minimization journal April 2006
A review on optimization methods applied in energy-efficient building geometry and envelope design journal September 2018
Analyzing sunlight duration and optimum shading using a sky map journal September 2007
Optimal coordinate operation control for wind–photovoltaic–battery storage power-generation units journal January 2015
BGSA: binary gravitational search algorithm journal December 2009
From CT to NURBS: Contour Fitting with B-spline Curves journal January 2011
A fast and elitist multiobjective genetic algorithm: NSGA-II journal April 2002
Algorithms for optimization of building design: A review journal March 2014
jEPlus project files for simulation of cellular office model with NURBS lined shading software May 2018
A Prediction Model-Guided Jaya Algorithm for the PV System Maximum Power Point Tracking journal January 2018
Genetic Algorithms for Optimization of Building Envelopes and the Design and Control of HVAC Systems journal August 2003
Optimization of passive solar design strategies: A review journal September 2013
Parameter identification of the photovoltaic cell model with a hybrid Jaya-NM algorithm journal October 2018
Algorithm 525: ADAPT, Adaptive Smooth Curve Fitting [E2] journal March 1978
Performance-based parametric design explorations: A method for generating appropriate building components journal May 2015
sanjastevanovic/epnurbs v1.0 software May 2018
Algorithm for the geometric construction of an optimum shading device journal September 1996
Performative Topologies: An Evolutionary Shape Optimization Framework for Daylighting Performance Coupling a Particle-Spring System With an Energy Simulation Tool conference January 2012

Cited By (1)

On optimal and near-optimal shapes of external shading of windows in apartment buildings journal February 2019

Similar Records

Related Subjects