Do Energy Conservation Strategies Limit the Freedom of Architecture Design ? A Case Study of Minsheng Community , Taipei , Taiwan

The residential sector is one of the largest energy-consuming sectors in Taiwan. Taiwan applies building codes and appliance standards to reduce the total energy demand for buildings, especially for façade design. Some research studies demonstrate that design decisions regarding the envelope shape have a direct effect on a building’s energy performance. This paper presents a comparative study of four façade design strategies for low-rise residential buildings by combining energy performance and architectural creativity. The research aims to provide insights for Taiwan’s building designers and energy policymakers and to provide an overview of façade standards for residential buildings in urban areas that is not only innovative in design but also has an energy-saving potential. The approach used in this research combined the overhang and side fin shading design with an open plan, which allows for optimum daylight exposure across all spaces in order to reduce energy consumption.


Introduction
Over the past ten years, the average global temperature has increased at the fastest rate in recorded history [1].The residential sector is one of the largest energy-consuming sectors in Taiwan.Its consumption accounted for 19% of the total electricity consumption in 2016 [2].Taiwan is one of the industrial countries that is facing environmental issues, especially due to its high carbon emissions.At the end of 2008, Taiwan's total greenhouse gas emission levels accounted for 1% of all global emissions [3].With global warming and increased needs for comfort, building energy consumption is expected to rise, especially during summer in order to cool buildings.Some developed countries apply building codes and appliance standards to reduce total energy demand for buildings [4][5][6].The Taiwan government proposed a green building certification system called EEWH (Ecology, Energy, Waste Reduction, and Health) [7].However, the Green Building Label can confuse occupants, since it can be an overwhelming task to understand what each classification means.There are many ways to evaluate a green building, and form is one of them.This is based on the fact that the characteristics of a building represent the idea and function of the building [8].The first experience people have with a building, even before entering it, is its architectural design.Moreover, building form is a major factor in a building's aesthetic and visual impact.Some research studies show that design decisions regarding the envelope shape have a direct effect on the energy performance of buildings [9][10][11].This issue forces architects to come up with improved building design concepts with expensive high-tech solutions [12].
Regardless of the building forms, the building design should be aware of energy conservation.The actual amount of energy used in the building is often uncertain since it is based on user behavior.User influence will directly affect the building's floor plan.In order to improve existing energy conservation strategies, detailed information of user behavior is required.In this study, TUS (time use survey) has recorded the information on individual's activities during a 24-h period.These data were completed with personal information such as the individual's occupation and demographic background.User behavior with detailed information will improve the building design [13].
The building form plays a significant role in the sustainable performance of buildings [14], reducing air-conditioning and lighting-energy consumption while simultaneously adapting to the local climate.The philosophy is to minimize overdesign and concentrate on reducing energy usage.The concept relies on the most basic design, and architects may thus lose some freedom to be creative.On the other hand, advanced technologies and high-technology energy-saving systems can create an aesthetic shape that can reflect environmental awareness about sustainability.However, architects often ignore climate-specific design principles and transfer modern architecture designs to different climate zones without adjustments [15,16].Being tied to a green building image, architects sometimes forget the main function of the building design.This contradictory concept will therefore be a part of the main discussion in this paper.
This research aims to provide insights for Taiwan's building designers and energy policymakers, by providing an overview of the typical façades of residential buildings in an urban area using a trustworthy DesignBuilder simulation engine.Building performance simulation (BPS) tools such as DesignBuilder can be helpful when performing an integrated analysis of the architectural design process [17].The structure of this paper is as follows.First, the overview of Taiwan residential building was discussed.In this section, a typical floor plan and building form in Taiwan is concluded.The methodologies section then describes data measurements, TUS, Taiwanese climate condition, layout design and residential building design used in this study.The method section explains the buildings in the case study.A data analysis followed by the results section describe the energy simulation comparisons from four popular types of modern concrete residences.The effects of façade characteristics are then analyzed and compared.Last, model validation using comparative testing was used.All findings and consequences are summarized in the conclusion section.

Overview of Taiwan Residential Building
Taiwan was a Japanese colony between 1895 and 1945 [18].During this period, many of the residential buildings were designed using Japanese concepts.A traditional verandah is a common style used as the outer corridor [19].It is common for houses with this style to have a balcony in every unit (Figure 1).This opening is used for natural ventilation and daylight.
Sustainability 2019, 11 FOR PEER REVIEW 2 energy performance of buildings [9][10][11].This issue forces architects to come up with improved building design concepts with expensive high-tech solutions [12].Regardless of the building forms, the building design should be aware of energy conservation.The actual amount of energy used in the building is often uncertain since it is based on user behavior.User influence will directly affect the building's floor plan.In order to improve existing energy conservation strategies, detailed information of user behavior is required.In this study, TUS (time use survey) has recorded the information on individual's activities during a 24-hour period.These data were completed with personal information such as the individual's occupation and demographic background.User behavior with detailed information will improve the building design [13].
The building form plays a significant role in the sustainable performance of buildings [14], reducing air-conditioning and lighting-energy consumption while simultaneously adapting to the local climate.The philosophy is to minimize overdesign and concentrate on reducing energy usage.The concept relies on the most basic design, and architects may thus lose some freedom to be creative.On the other hand, advanced technologies and high-technology energy-saving systems can create an aesthetic shape that can reflect environmental awareness about sustainability.However, architects often ignore climate-specific design principles and transfer modern architecture designs to different climate zones without adjustments [15,16].Being tied to a green building image, architects sometimes forget the main function of the building design.This contradictory concept will therefore be a part of the main discussion in this paper.
This research aims to provide insights for Taiwan's building designers and energy policymakers, by providing an overview of the typical façades of residential buildings in an urban area using a trustworthy DesignBuilder simulation engine.Building performance simulation (BPS) tools such as DesignBuilder can be helpful when performing an integrated analysis of the architectural design process [17].The structure of this paper is as follows.First, the overview of Taiwan residential building was discussed.In this section, a typical floor plan and building form in Taiwan is concluded.The methodologies section then describes data measurements, TUS, Taiwanese climate condition, layout design and residential building design used in this study.The method section explains the buildings in the case study.A data analysis followed by the results section describe the energy simulation comparisons from four popular types of modern concrete residences.The effects of façade characteristics are then analyzed and compared.Last, model validation using comparative testing was used.All findings and consequences are summarized in the conclusion section.

Overview of Taiwan Residential Building
Taiwan was a Japanese colony between 1895 and 1945 [18].During this period, many of the residential buildings were designed using Japanese concepts.A traditional verandah is a common style used as the outer corridor [19].It is common for houses with this style to have a balcony in every unit (Figure 1).This opening is used for natural ventilation and daylight.From the 1960s, Taiwan's economy started to grow.Modern western architecture has become popular in Taiwan during the 1960s [19].During that time, the government began to promote public housing and these were built as mostly western-style apartments that emphasize economic efficiency, simplicity, and practicality, in addition to aesthetics [20].Since then, middle-rise residential buildings have been the most common type of dwelling (Figure 2).Constrained by this, architects lose some freedom to be creative.Since then, the majority of the country's existing buildings use modern western architecture style.From the 1960s, Taiwan's economy started to grow.Modern western architecture has become popular in Taiwan during the 1960s [19].During that time, the government began to promote public housing and these were built as mostly western-style apartments that emphasize economic efficiency, simplicity, and practicality, in addition to aesthetics [20].Since then, middle-rise residential buildings have been the most common type of dwelling (Figure 2).Constrained by this, architects lose some freedom to be creative.Since then, the majority of the country's existing buildings use modern western architecture style.Recently, an interest in green, known as the green building design, has increased dramatically [21].This phenomenon also occurs in Taiwan.Green building is a design and building concept defined by sustainable environment and functionality, enabled by the development and rapid progress of technologies that are able to perform accurate analyses of complicated designs [22][23][24].Modern trends usually express the purpose of buildings.Green architecture has more freedom design-wise because it employs complex technologies and aesthetic expression (Figure 3).A twisting smog-eating tower in Taipei is one of the ongoing green building projects, and it claims that it can reduce carbon dioxide annually [25].However, some designers are being tied to a green building image and forget the main function of the façade.Thus, these buildings need to be evaluated to determine actual performance in line with predicted outcome [26].Recently, an interest in green, known as the green building design, has increased dramatically [21].This phenomenon also occurs in Taiwan.Green building is a design and building concept defined by sustainable environment and functionality, enabled by the development and rapid progress of technologies that are able to perform accurate analyses of complicated designs [22][23][24].Modern trends usually express the purpose of buildings.Green architecture has more freedom design-wise because it employs complex technologies and aesthetic expression (Figure 3).A twisting smog-eating tower in Taipei is one of the ongoing green building projects, and it claims that it can reduce carbon dioxide annually [25].However, some designers are being tied to a green building image and forget the main function of the façade.Thus, these buildings need to be evaluated to determine actual performance in line with predicted outcome [26].From the 1960s, Taiwan's economy started to grow.Modern western architecture has become popular in Taiwan during the 1960s [19].During that time, the government began to promote public housing and these were built as mostly western-style apartments that emphasize economic efficiency, simplicity, and practicality, in addition to aesthetics [20].Since then, middle-rise residential buildings have been the most common type of dwelling (Figure 2).Constrained by this, architects lose some freedom to be creative.Since then, the majority of the country's existing buildings use modern western architecture style.Recently, an interest in green, known as the green building design, has increased dramatically [21].This phenomenon also occurs in Taiwan.Green building is a design and building concept defined by sustainable environment and functionality, enabled by the development and rapid progress of technologies that are able to perform accurate analyses of complicated designs [22][23][24].Modern trends usually express the purpose of buildings.Green architecture has more freedom design-wise because it employs complex technologies and aesthetic expression (Figure 3).A twisting smog-eating tower in Taipei is one of the ongoing green building projects, and it claims that it can reduce carbon dioxide annually [25].However, some designers are being tied to a green building image and forget the main function of the façade.Thus, these buildings need to be evaluated to determine actual performance in line with predicted outcome [26].Currently, all new buildings in Taiwan, both the public and private sectors, are required to comply with green building design.The Taiwan Government proposed a green building certification system called EEWH (Ecology, Energy, Waste Reduction, and Health).But on the other hand, Taipei only has a small percentage of new builds.The vast majority of existing buildings are old [27].The Ministry of Interior has been promoting green building legislation for existing structures.However, an inadequate knowledge and information about green building concepts can confuse occupants, since it can be an overwhelming task to understand what each classification means.It is important to select energy efficient methods that are reversible.Both situations conclude that a need for the most basic design is simpler and cheaper.

Methodology
This paper discusses three main strategies in the design of multistory residential buildings for reducing energy consumption.It presents examples of energy performance based on three main parameters: Occupant behavior, building layout, and building design.The energy modeling was completed using DesignBuilder 5.5.2.007 (DesignBuilder Software Ltd, Stroud, Gloucestershire, United Kingdom) [28].The software package has accurate time-driven modeling.Figure 4 illustrates the simulation procedure.The model was established by applying DesignBuilder to the building's design.Energy consumption analysis was then conducted by inputting Taipei climate data.After the modeling was setup, the simulations were run to analyze the whole building's simulation.Currently, all new buildings in Taiwan, both the public and private sectors, are required to comply with green building design.The Taiwan Government proposed a green building certification system called EEWH (Ecology, Energy, Waste Reduction, and Health).But on the other hand, Taipei only has a small percentage of new builds.The vast majority of existing buildings are old [27].The

Minsheng Community's TUS (Time Use Survey)
Elham Delzendeh et al. [13] reviewed more than 100 publications related to occupant energy behavior in buildings.According to the reviewed papers, the most frequent term used by scholars in this area is "occupant behavior."An understanding of the high influence that the presence and behavior of occupants has on energy consumption leads to research innovations in occupant behavior and energy simulations [29][30][31].Researchers conclude that the behavioral patterns of occupants significantly effects building energy usage [32].Chiou et al. [33] developed a high spatial resolution model of energy used in residential buildings based on time use data by using Energy Plus. Diao et al. [34] focused on identifying and classifying occupant behaviors that lead to direct energy consumption outcomes.Moreover, the identification and classification of occupant behavior is one of the major factors that influences building energy consumption.The ability to model occupant behavior in the design would therefore lead to more realistic energy consumption results.Human behavior includes system operation and management, occupant behavior, and indoor environment condition.These factors work together to influence building energy use, as shown in Figure 5.
parameters: Occupant behavior, building layout, and building design.The energy modeling was completed using DesignBuilder 5.5.2.007 (DesignBuilder Software Ltd, Stroud, Gloucestershire, United Kingdom) [28].The software package has accurate time-driven modeling.Figure 4 illustrates the simulation procedure.The model was established by applying DesignBuilder to the building's design.Energy consumption analysis was then conducted by inputting Taipei climate data.After the modeling was setup, the simulations were run to analyze the whole building's simulation.

Minsheng Community's TUS (Time Use Survey)
Elham Delzendeh et al. [13] reviewed more than 100 publications related to occupant energy behavior in buildings.According to the reviewed papers, the most frequent term used by scholars in this area is "occupant behavior."An understanding of the high influence that the presence and behavior of occupants has on energy consumption leads to research innovations in occupant behavior and energy simulations [29][30][31].Researchers conclude that the behavioral patterns of occupants significantly effects building energy usage [32].Chiou et al. [33] developed a high spatial resolution model of energy used in residential buildings based on time use data by using Energy Plus. Diao et al. [34] focused on identifying and classifying occupant behaviors that lead to direct energy consumption outcomes.Moreover, the identification and classification of occupant behavior is one of the major factors that influences building energy consumption.The ability to model occupant behavior in the design would therefore lead to more realistic energy consumption results.Human behavior includes system operation and management, occupant behavior, and indoor environment condition.These factors work together to influence building energy use, as shown in Figure 5.This research uses Minsheng occupants' TUS for occupant behavior modeling.Minsheng community (1967) is one of the first residential districts in Taipei that was designed based on an American model community.The community was well-planned with the help of foreign planners in the 1960s and offered new ideas about how a good residential area should be designed during that period [35].Because it was close to downtown Taipei City, housing mainly comes in the form of medium-rise apartments (Figure 8).The Taipei City Government plans to redevelop the Minsheng community.However, the old building consumes a considerable amount of energy [36][37][38].For example, this was shown in our previous research presented to The Library of Institute of European and American Studies of Academia Sinica (IEAS) in Taipei, Taiwan [36].The ratio between the total annual energy consumption and the floor area (EUI) of the IEAS Library is 11.63 kBtu/ft2/year.This result is higher than the consumption of current building.This paper aims to improve the knowledge and understanding of which strategy can be utilized to make the old building more energy efficient.Moreover, the analysis results can also give insights to building designers and energy policymakers about the best typical shape of residential building in an urban area.
TUS was chosen as an input variable in DesignBuilder.TUS recorded information about an individual's activities during a 24-hour period, as well as personal information such as the individual's occupation and demographic background [34].TUS used daily surveys in which respondents must transcribe their day as a series of episodes.TUS data were used to establish a more reliable causal relationship between Taiwanese behavior and residential energy demand.The This research uses Minsheng occupants' TUS for occupant behavior modeling.Minsheng community (1967) is one of the first residential districts in Taipei that was designed based on an American model community.The community was well-planned with the help of foreign planners in the 1960s and offered new ideas about how a good residential area should be designed during that period [35].Because it was close to downtown Taipei City, housing mainly comes in the form of medium-rise apartments (Figure 8).The Taipei City Government plans to redevelop the Minsheng community.However, the old building consumes a considerable amount of energy [36][37][38].For example, this was shown in our previous research presented to The Library of Institute of European and American Studies of Academia Sinica (IEAS) in Taipei, Taiwan [36].The ratio between the total annual energy consumption and the floor area (EUI) of the IEAS Library is 11.63 kBtu/ft2/year.This result is higher than the consumption of current building.This paper aims to improve the knowledge and understanding of which strategy can be utilized to make the old building more energy efficient.Moreover, the analysis results can also give insights to building designers and energy policymakers about the best typical shape of residential building in an urban area.
TUS was chosen as an input variable in DesignBuilder.TUS recorded information about an individual's activities during a 24-h period, as well as personal information such as the individual's occupation and demographic background [34].TUS used daily surveys in which respondents must transcribe their day as a series of episodes.TUS data were used to establish a more reliable causal relationship between Taiwanese behavior and residential energy demand.The Minsheng community is the first American-style integrated housing complex in Taipei, Taiwan (Figure 6).Minsheng TUS database has detailed occupant level data.These data have been classified to sub-house and sub-hour data of occupant load profile, HVAC (Heating, Ventilation, and Air Conditioning), lighting, and appliances.
Minsheng community is the first American-style integrated housing complex in Taipei, Taiwan (Figure 6).Minsheng TUS database has detailed occupant level data.These data have been classified to sub-house and sub-hour data of occupant load profile, HVAC (Heating, Ventilation, and Air Conditioning), lighting, and appliances.Time use surveys are widely recognized by time-use social scientists as the most comprehensive corpus of data that can represent an occupant's time use data in a detailed form.This survey, conducted using three years' worth of census data collection, consisted of approximately 129 households with 510 residents that lived in the Minsheng community urban area.It recorded individuals' 24-hour time diaries of 15 minutes activity schedules.The survey employs three types of activity pattern during the workday, Friday (weekday-weekend transition day), and the weekend.Table 1 shows an example of a TUS record.Time use surveys are widely recognized by time-use social scientists as the most comprehensive corpus of data that can represent an occupant's time use data in a detailed form.This survey, conducted using three years' worth of census data collection, consisted of approximately 129 households with 510 residents that lived in the Minsheng community urban area.It recorded individuals' 24-h time diaries of 15 min activity schedules.The survey employs three types of activity pattern during the workday, Friday (weekday-weekend transition day), and the weekend.Table 1 shows an example of a TUS record.Energy time use in this complex was consistent with time use patterns in other housing complexes.Based on the Minsheng TUS database, families with four members were dominant with 50.39%, higher than any other family type.Thus, the four-member family type (parent and two children) was selected to represent Minsheng community household data for a further detailed study.However, there are some limitations related to error data that can decrease the validation of the data survey, such as: 1.
Incomplete occupant information and activity schedule; 2.
Incomplete occupant general information: age, gender, and activity; 3.
Less credible and reasonable data and activity schedule.

Taiwanese Climate Conditions
Taiwan is classified as a subtropical area.Some of its main characteristics are hot and dry summers and cold winters.Additionally, the Climate Consultant program provided us with all data concerning understanding of the local climate.Climate Consultant is a computer program that translates outdoor conditions to indoor comfort by using generalized assumptions about building design [39].This program uses annual 8760-h EPW (EnergyPlus Weather file) format climate data and translates these raw data into graphical displays.During the summer season, the daily outdoor temperature reached 32 • C and the winter season reached 0 • C. January was the coldest month, representing winter, while July was the hottest month, representing summer.As shown in Figure 7, during the summer season, the daily outdoor temperature reached 32 Energy time use in this complex was consistent with time use patterns in other housing complexes.Based on the Minsheng TUS database, families with four members were dominant with 50.39%, higher than any other family type.Thus, the four-member family type (parent and two children) was selected to represent Minsheng community household data for a further detailed study.However, there are some limitations related to error data that can decrease the validation of the data survey, such as: 1. Incomplete occupant information and activity schedule; 2. Incomplete occupant general information: age, gender, and activity; 3. Less credible and reasonable data and activity schedule.

Taiwanese Climate Conditions
Taiwan is classified as a subtropical area.Some of its main characteristics are hot and dry summers and cold winters.Additionally, the Climate Consultant program provided us with all data concerning understanding of the local climate.Climate Consultant is a computer program that translates outdoor conditions to indoor comfort by using generalized assumptions about building design [39].This program uses annual 8760-hour EPW (EnergyPlus Weather file) format climate data and translates these raw data into graphical displays.During the summer season, the daily outdoor temperature reached 32 °C and the winter season reached 0 °C.January was the coldest month, representing winter, while July was the hottest month, representing summer.As shown in Figure 7, during the summer season, the daily outdoor temperature reached 32 °C and during the winter season it reached 0 °C.

Layout Design
Space layout is closely related to the household appliance location, especially air conditioners and lighting.Both play a crucial role in energy consumption.The layout design strategy manipulates the layout plan of a residential building to maximize its energy performance.Another important factor in house plan design is the partition's material.Choosing a right wall partition might help designers to identify the best solution for reducing energy consumption, especially during the early

Layout Design
Space layout is closely related to the household appliance location, especially air conditioners and lighting.Both play a crucial role in energy consumption.The layout design strategy manipulates the layout plan of a residential building to maximize its energy performance.Another important factor in house plan design is the partition's material.Choosing a right wall partition might help designers to identify the best solution for reducing energy consumption, especially during the early design phase.Moreover, layout design will affect the building's envelope, mainly because of window location and size.
The design is based on Ludwig Mies van der Rohe's apartment design in Lake Shore Drive Apartments, Chicago, USA.His concept is called the open layout.Mies developed the use of exposed steel structures and glass to enclose spaces, using minimal structural framework [40,41].He claims this strategy is one way to create an energy-efficient building.A typical single Taiwanese family house layout was chosen and redesigned by using an open plan in a rectangular shape (Figure 8).The two-bedroom generic house located in the south was 3 m deep and 3.5 m wide, with 3-m floor-to-ceiling height.
Sustainability 2019, 11 FOR PEER REVIEW 8 design phase.Moreover, layout design will affect the building's envelope, mainly because of window location and size.
The design is based on Ludwig Mies van der Rohe's apartment design in Lake Shore Drive Apartments, Chicago, USA.His concept is called the open layout.Mies developed the use of exposed steel structures and glass to enclose spaces, using minimal structural framework [40,41].He claims this strategy is one way to create an energy-efficient building.A typical single Taiwanese family house layout was chosen and redesigned by using an open plan in a rectangular shape (Figure 8).The two-bedroom generic house located in the south was 3 meters deep and 3.5 meters wide, with 3meter floor-to-ceiling height.

Residential Building Design
Four prototypes of residential buildings have been identified and their energy consumption were estimated using various envelope designs.These residential buildings that exhibit popular styles in Taipei were selected as case study buildings to simplify the model.Moreover, many studies [31,42,43] conclude that simple models have their own benefits, such as: Being more flexible, requiring less data, running faster, and being easier to interpret since the structure of the model is more easily understood.The process of simplification was focused on maintaining sufficient accuracy for addressing modelling objectives.In this case, identifying energy efficiency was the main focus in this research.
These buildings are low-rise houses (five stories).From this point forward, they will be called Building 1 (B1), Building 2 (B2), Building 3 (B3), and Building 4 (B4).The current study deals with the four different types, as shown in Table 2:  1 A basic rectangular design with an overhang and a side fin located in the window that can control sunlight.This building design was replicated from a typical residential building in Taiwan that was developed in the 1960s.The overhang and side fin design could perform well year-round, reducing electricity compared to other shading designs [44].The rectangular layout assumes four apartments on each floor, with two apartments on the south and two apartments on the north side (B1). 2 A rectangular design layout with two apartments each on the south and the north side, with a corridor running along the north and the south façade (B2).The B2 style has a balcony in every unit.3 Building 3 is a common modern residential style in Taiwan.A square layout that contains one apartment each facing the south, west, north, and east directions.Each apartment has its own balcony (B3).4 B4 is a redesign from the new residential building "a twisting tower" in Taipei.A modern twistangles (30°) design layout with a modern design, which allows the user to get more privacy and direct daylight.It has a basic square layout with four apartments on each floor (B4).

Residential Building Design
Four prototypes of residential buildings have been identified and their energy consumption were estimated using various envelope designs.These residential buildings that exhibit popular styles in Taipei were selected as case study buildings to simplify the model.Moreover, many studies [31,42,43] conclude that simple models have their own benefits, such as: Being more flexible, requiring less data, running faster, and being easier to interpret since the structure of the model is more easily understood.The process of simplification was focused on maintaining sufficient accuracy for addressing modelling objectives.In this case, identifying energy efficiency was the main focus in this research.
A basic rectangular design with an overhang and a side fin located in the window that can control sunlight.This building design was replicated from a typical residential building in Taiwan that was developed in the 1960s.The overhang and side fin design could perform well year-round, reducing electricity compared to other shading designs [44].The rectangular layout assumes four apartments on each floor, with two apartments on the south and two apartments on the north side (B1).

2.
A rectangular design layout with two apartments each on the south and the north side, with a corridor running along the north and the south façade (B2).The B2 style has a balcony in every unit.

3.
Building 3 is a common modern residential style in Taiwan.A square layout that contains one apartment each facing the south, west, north, and east directions.Each apartment has its own balcony (B3).4.
B4 is a redesign from the new residential building "a twisting tower" in Taipei.A modern twist-angles (30 • ) design layout with a modern design, which allows the user to get more privacy and direct daylight.It has a basic square layout with four apartments on each floor (B4).The general configuration of residential buildings in Taiwan is five stories, with four apartments on each floor, and each apartment is inhabited by a family of four.The total area of each apartment is 70 m 2 .In all the configurations, the WWR (Wall Window Ratio) is assumed to be 30%.

Building Model
Estimates of building energy consumption take into account complex interactions among weather conditions, occupant behaviors, and building characteristics [7].Simulation tools can provide accurate predictions [45].Energy simulation has been proven capable of reducing errors at the design stage and of effectively improving the efficiency of design [36,46,47].In this study, DesignBuilder was applied to conduct an energy consumption simulation.By using DesignBuilder, energy consumption simulation was established based on the four residential building designs.There are three variable categories that influence household energy consumption.First is occupant system (occupant comfort and occupant behavior), in this case using TUS.Then the dwelling system, including HVAC (cooling), and lighting.Last is external environment systems.
Like all modeling software, DesignBuilder tools need validation.There are few techniques that can be used to assess the quality of a whole building energy simulation program [48].In this research, comparative testing was used.The results from this program were compared with the results from time use data from one sample family.With this validation, a fast and reliable energy consumption estimate became possible.
The study started by using simulation tools.The research monitored energy usage of four typical modern residence buildings for the whole year.Then, envelope designs were analyzed via the simulation to determine the effects of different energy-saving design schemes.Moreover, DesignBuilder was provided with standard weather data.The building site configuration used the ASHRAE International Weather Files for Energy Calculation (ASHRAE IWEC).For simulation purposes, the general assumptions made in this study are described as follows: 1.
Occupancy of each apartment using Taiwanese time used data that are discussed in the next section; 2.
The air-conditioning was turned on when the room temperature was above 27 • C in a 24-h setting; 3.
Internal gains values are shown in Table 3; 4.
The default HVAC and COP (Coefficient of Performance) settings were used; 5.
Windows remained closed at all times; and 6.
Internal input data and material properties that were used in the energy simulation are shown in Tables 4 and 5.

Simulation Results and Discussion
The research continued with building simulation.The research consisted of a total of 15 different simulation scenarios, three layout simulations (3 layouts × 1 family) and 12 building simulations (4 building types × 3 families).Three different time use family datasets were used.First, we started with a simple basic design house resided in by 13 families.Next, layout design simulation was analyzed.Space layout closely related to the household appliance location, especially air conditioner and lighting.Because Taiwan is located within a subtropical climate, electricity usage increases significantly during summer.Air-conditioning and lighting accounts for the highest portion of the year-around electricity consumption of household and commercial buildings [49].Using solar gain of the exterior of building and cooling load analysis helped to evaluate the best strategies to reduce energy consumption.Lastly, model validation using comparative testing was used.The detailed results can be seen in the section below.

TUS Simulation Results
With the aim of achieving correct and assessable data and results, the compliance of simulations with standard calculation methods was fundamental.In total, 13 clusters were created from TUS data to represent the variation of household activity patterns.The selected family had two parents and two children.As shown in Figure 9, EUI analysis results from 13 families was recorded.The EUI (energy use electricity) is a measure of the annual total energy consumed per unit floor area when operating a building.Some clusters may therefore look like each other, such as clusters A (43.4 kWh/m 2 ) and I (43 kWh/m 2 ).After the simulation process, family C (60.9 kWh/m 2 ), D (63.8 kWh/m 2 ), and E (74 kWh/m 2 ) were found to consume higher energy than the other families (Figure 9).Among all the results, three families were selected to represent high (D), middle (M), and low (J) energy consumption.

Layout Simulation Results
A layout design analysis was conducted as the next simulation step.This research compared an ordinary plan (which uses bricks as partition), a semi-open plan (which uses glass as partition), and open plan (without partition).As a preliminary simulation, we used Family D to compare three different layout plans.The annual energy consumption data of all three layout designs are summarized in Figure 10.Using the open plan provided the least energy consumption in comparison with the other cases, as shown in  For subsequent design simulations, the open plan was used as the base case simulation.An open plan was used to reduce cooling consumption and increase daylight.Each plan was designed based on each occupants' pattern of daily activities, occupants' age variations, as well as appliance, HVAC, and lighting equipment for daily activities.Three behavioral patterns and layout design were identified for future simulations, as shown in Table 6.After the simulation process, family C (60.9 kWh/m 2 ), D (63.8 kWh/m 2 ), and E (74 kWh/m 2 ) were found to consume higher energy than the other families (Figure 9).Among all the results, three families were selected to represent high (D), middle (M), and low (J) energy consumption.

Layout Simulation Results
A layout design analysis was conducted as the next simulation step.This research compared an ordinary plan (which uses bricks as partition), a semi-open plan (which uses glass as partition), and open plan (without partition).As a preliminary simulation, we used Family D to compare three different layout plans.The annual energy consumption data of all three layout designs are summarized in Figure 10.Using the open plan provided the least energy consumption in comparison with the other cases, as shown in After the simulation process, family C (60.9 kWh/m 2 ), D (63.8 kWh/m 2 ), and E (74 kWh/m 2 ) were found to consume higher energy than the other families (Figure 9).Among all the results, three families were selected to represent high (D), middle (M), and low (J) energy consumption.

Layout Simulation Results
A layout design analysis was conducted as the next simulation step.This research compared an ordinary plan (which uses bricks as partition), a semi-open plan (which uses glass as partition), and open plan (without partition).As a preliminary simulation, we used Family D to compare three different layout plans.The annual energy consumption data of all three layout designs are summarized in Figure 10.Using the open plan provided the least energy consumption in comparison with the other cases, as shown in  For subsequent design simulations, the open plan was used as the base case simulation.An open plan was used to reduce cooling consumption and increase daylight.Each plan was designed based on each occupants' pattern of daily activities, occupants' age variations, as well as appliance, HVAC, and lighting equipment for daily activities.Three behavioral patterns and layout design were identified for future simulations, as shown in Table 6.For subsequent design simulations, the open plan was used as the base case simulation.An open plan was used to reduce cooling consumption and increase daylight.Each plan was designed based on each occupants' pattern of daily activities, occupants' age variations, as well as appliance, HVAC, and lighting equipment for daily activities.Three behavioral patterns and layout design were identified for future simulations, as shown in Table 6.Table 6.Layout designs in DesignBuilder for the three different typical families in Taipei, Taiwan.
The wife (39) and son (3) spent more time at home and consumed more energy.They combined their dining and living room.Bedroom 1 is for the husband (43), wife (39) and son (3); Bedroom 2 is for the daughter (9).
Occupants combined their dining and living room.They spent most of their time outside during the daytime.The occupants had a unique schedule; they cooked on weekdays and Fridays.
Family M Occupant family members were husband (46), wife (43), son (12), and son (9).They cooked regularly (twice a day, for a minimum of 1 hour and maximum of 2 hours per day).Occupants were doing different activities in different spaces.
The wife (39) and son (3) spent more time at home and consumed more energy.They combined their dining and living room.Bedroom 1 is for the husband (43), wife (39) and son (3); Bedroom 2 is for the daughter (9).
The wife (39) and son (3) spent more time at home and consumed more energy.They combined their dining and living room.Bedroom 1 is for the husband (43), wife (39) and son (3); Bedroom 2 is for the daughter (9).
Occupants combined their dining and living room.They spent most of their time outside during the daytime.The occupants had a unique schedule; they cooked on weekdays and Fridays.
Family M Occupant family members were husband (46), wife (43), son (12), and son (9).They cooked regularly (twice a day, for a minimum of 1 hour and maximum of 2 hours per day).Occupants were doing different activities in different spaces.
Occupants combined their dining and living room.They spent most of their time outside during the daytime.The occupants had a unique schedule; they cooked on weekdays and Fridays.
The wife (39) and son (3) spent more time at home and consumed more energy.They combined their dining and living room.Bedroom 1 is for the husband (43), wife (39) and son (3); Bedroom 2 is for the daughter (9).
Occupants combined their dining and living room.They spent most of their time outside during the daytime.The occupants had a unique schedule; they cooked on weekdays and Fridays.
They cooked regularly (twice a day, for a minimum of 1 hour and maximum of 2 hours per day).Occupants were doing different activities in different spaces.
They cooked regularly (twice a day, for a minimum of 1 h and maximum of 2 h per day).Occupants were doing different activities in different spaces.

Solar Gain of the Exterior of a Building
This study aimed to identify the best façade for residential building design in Taipei, Taiwan, by performing simulation tests on different prototype versions.By doing so, designers and planners could make more accurate predictions regarding building energy consumption in the design stage.Moreover, given a subtropical climate, the solar gain of the exterior from windows and the cooling load were the main factors in the design process.The subsequent simulation results focused on the solar gain of the exterior of a building and on cooling energy usage, since cooling energy will vary with the orientation of a window.Each building design (B1, B2, and B3) was simulated using three different families (families D, J, and M).This was done to enhance and validate the results.Figures 11-13 show the average solar gain of the exterior of a building (kWh) using four envelope designs, over 12 months.In the summer season (represented in this paper as July and August), the solar gain load from windows was the highest compared to other months.Meanwhile, January and December (winter season) showed the lowest energy consumption.The performance of the south and north orientations were similar.Examining the results of Family D (Figure 11), the total energy consumption for B1 and B2 was almost the same.The results show that they are 23% lower than B3 and B4.Simple shading and a rectangular shape could reduce energy consumption more than a fancy modern style (B3, B4).The total energy consumption for Family J (Figure 12) shows similar results to Family D. Based on these results, we understand that user age is not an actual factor in a building's energy performance.Family M (Figure 13) has the highest energy consumption and shows a similar trend in each month.The electricity consumption habits of this family (general lighting, task lighting, equipment) have a large impact on the total energy consumption.Overall, B1 has the lowest annual consumption for all families.
Sustainability 2019, 11 FOR PEER REVIEW 14 solar gain load from windows was the highest compared to other months.Meanwhile, January and December (winter season) showed the lowest energy consumption.The performance of the south and north orientations were similar.Examining the results of Family D (Figure 11), the total energy consumption for B1 and B2 was almost the same.The results show that they are 23% lower than B3 and B4.Simple shading and a rectangular shape could reduce energy consumption more than a fancy modern style (B3, B4).The total energy consumption for Family J (Figure 12) shows similar results to Family D. Based on these results, we understand that user age is not an actual factor in a building's energy performance.Family M (Figure 13) has the highest energy consumption and shows a similar trend in each month.The electricity consumption habits of this family (general lighting, task lighting, equipment) have a large impact on the total energy consumption.Overall, B1 has the lowest annual consumption for all families.

Cooling Load
The energy performance with regards to cooling for the whole floor of a residential building, featuring four low rise buildings, is presented in Figures 14, Figure 15, and Figure 16.The results indicated that the cooling load increased for the north orientation.More energy was consumed in the summer (July and August) than in January and December.In winter the cooling load energy consumption was quite small, contrary with summer cooling load energy consumption.
A simple design, B1 (opening combined with an overhang and side fin 0.5m_Building 1), can achieve additional savings of approximately 20% more than other building designs.In this case, taking apartment layouts and shapes into consideration shows that a unique architecture design does not always result in significant energy-saving potential.Based on this, neither the orientation nor the level of the buildings studied significantly influences electricity usage.There are two main reasons why building orientation and level does not have significant effects on energy consumption.Firstly, we are using the same activity template, occupancy and appliances data to simulate each building form (each building simulates for one family).Secondly, the building was simulated as a single building.

Cooling Load
The energy performance with regards to cooling for the whole floor of a residential building, featuring four low rise buildings, is presented in Figures 14-16.The results indicated that the cooling load increased for the north orientation.More energy was consumed in the summer (July and August) than in January and December.In winter the cooling load energy consumption was quite small, contrary with summer cooling load energy consumption.

Model Validation
DesignBuilder is an EnergyPlus based software tool.EnergyPlus has been validated under the comparative standard method of test for the evaluation of building energy analysis computer programs building energy simulation test (BESTEST).BESTEST is a comparative set of tests which have become one of the most accepted methods to validate and test the simulation capabilities of the exterior envelope portions of building energy simulation programs [51,52].The authors used DesignBuilder software since it also comes with extensive data templates for a variety of building simulation inputs such as occupancy schedules.These templates may be inputted with custom occupancy data, such as that obtained from the TUS Minsheng community.Some studies compared the energy consumption simulation results (using EnergyPlus) with actual values to get more A simple design, B1 (opening combined with an overhang and side fin 0.5m_Building 1), can achieve additional savings of approximately 20% more than other building designs.In this case, taking apartment layouts and shapes into consideration shows that a unique architecture design does not always result in significant energy-saving potential.Based on this, neither the orientation nor the level of the buildings studied significantly influences electricity usage.There are two main reasons why building orientation and level does not have significant effects on energy consumption.Firstly, we are using the same activity template, occupancy and appliances data to simulate each building form (each building simulates for one family).Secondly, the building was simulated as a single building.

Model Validation
DesignBuilder is an EnergyPlus based software tool.EnergyPlus has been validated under the comparative standard method of test for the evaluation of building energy analysis computer programs building energy simulation test (BESTEST).BESTEST is a comparative set of tests which have become one of the most accepted methods to validate and test the simulation capabilities of the exterior envelope portions of building energy simulation programs [50,51].The authors used DesignBuilder software since it also comes with extensive data templates for a variety of building simulation inputs such as occupancy schedules.These templates may be inputted with custom occupancy data, such as that obtained from the TUS Minsheng community.Some studies compared the energy consumption simulation results (using EnergyPlus) with actual values to get more accurate results [52,53].Moreover, in this research, Minsheng family's electricity consumption were collected to compare with simulated results.This validation means to diagnose internal sources error in simulation [54].
Both simulation and actual data were used for Family J.The comparison of electricity consumption results from the simulation with the actual consumption in housing (TUS) is summarized in Figure 17.Although time use and simulation used the same occupant behavior, the difference between the actual weather conditions and the outdoor conditions assumed in the simulation became one of the important factors.The consumption was similar for both actual and simulated results.However, during June, July, August, and September it demonstrated a large difference.Generally, shown differences in those months were less than 24% respectively.Oftentimes, simulation carried out during peak summer times can exhibit a high uncertainty due to large fluctuations in temperature over the month and the building's corresponding occupancy variations.
Sustainability 2019, 11 FOR PEER REVIEW 20 difference between the actual weather conditions and the outdoor conditions assumed in the simulation became one of the important factors.The consumption was similar for both actual and simulated results.However, during June, July, August, and September it demonstrated a large difference.Generally, shown differences in those months were less than 24% respectively.Oftentimes, simulation carried out during peak summer times can exhibit a high uncertainty due to large fluctuations in temperature over the month and the building's corresponding occupancy variations.

Conclusion
The residential sector is one of the largest energy-consuming sectors in Taiwan.Most of the current building energy analysis research in Taiwan was based on building engineer and energy assessor.This research demonstrates building simulation analysis based on an architect's point of view.In this paper, interior layout and exterior form were used as the main focus for reducing energy consumption.This paper will help designers to do better designs even if they have no simulation tools on hand, by proofing such results: 1. Open plan is better than semi-open plan and ordinary plan in reducing energy consumption; 2. Open plan can give the occupants more freedom to design based on their daily activities; 3. Shading regardless of its form can help a lot to reduce energy consumption; 4. It is highly recommended for designers to use basic designs as a preliminary concept before creating a complex design in order to achieve the best result.
The freedom of design in interior layout and exterior form will affect energy performance.These are the two most important areas of design decisions that architects must carefully consider in every

Conclusions
The residential sector is one of the largest energy-consuming sectors in Taiwan.Most of the current building energy analysis research in Taiwan was based on building engineer and energy assessor.This research demonstrates building simulation analysis based on an architect's point of view.In this paper, interior layout and exterior form were used as the main focus for reducing energy consumption.This paper will help designers to do better designs even if they have no simulation tools on hand, by proofing such results: 1.
Open plan is better than semi-open plan and ordinary plan in reducing energy consumption; 2.
Open plan can give the occupants more freedom to design based on their daily activities;

Figure 1 .
Figure 1.High-rise residential buildings use verandahs as outer corridors (Japanese style).

Figure 1 .
Figure 1.High-rise residential buildings use verandahs as outer corridors (Japanese style).

Figure 2 .
Figure 2. Middle and high-rise residential buildings of the most common type in Taiwan.

Figure 2 .
Figure 2. Middle and high-rise residential buildings of the most common type in Taiwan.

Figure 2 .
Figure 2. Middle and high-rise residential buildings of the most common type in Taiwan.

Figure 6 .
Figure 6.One of Minsheng community's unit, located near the Keelung River (a), and one of the residential multistory buildings there (b).

Figure 6 .
Figure 6.One of Minsheng community's unit, located near the Keelung River (a), and one of the residential multistory buildings there (b).

Figure 7 .
Figure 7. Psychometric chart for Taipei, Taiwan from the Climate Consultant program displaying January as the coldest month and July as the hottest month.Location: Taipei, Taiwan; Latitude/Longitude: 25.07ʹʹ N, 121.55ʹʹE, Time Zone from Greenwich 8. Data Source: IWEC Data 466960 WMO Station Number, Elevation 6 m.

Figure 7 .
Figure 7. Psychometric chart for Taipei, Taiwan from the Climate Consultant program displaying January as the coldest month and July as the hottest month.Location: Taipei, Taiwan; Latitude/Longitude: 25.07 N, 121.55 E, Time Zone from Greenwich 8. Data Source: IWEC Data 466960 WMO Station Number, Elevation 6 m.

B 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 1 Typical 2 Typical 4 2 B 3 4 3 3 4 3 4 2 B 3 4 2 B 3 4 2 B 3 4 3 4 3 4
Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south façade Top: Perspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW 1 Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south façade Top: Perspective view Below: Front view Typical Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Taiwanese house (1960s) A basic rectangular design with an overhang and a side fin Four apartments on each floor, with two apartments on the south side and two apartments on the north side Top: Perspective view Below: Front view B Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south façade Top: Perspective view Below: Front view Typical Taiwanese house with Japanese concept A traditional verandah is a common style used as outer corridor Two apartments each on the south and the north side, with a corridor running along the north and south Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW 2 B Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B 4 New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW B Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW B Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B4 Sustainability 2019, 11 FOR PEER REVIEW Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW B Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view Sustainability 2019, 11 FOR PEER REVIEW B Common modern residential style in Taiwan Each apartment has its own balcony A square layout that contains one apartment each facing the south, west, north, and east directions Top: Perspective view Below: Front view B New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 °) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view New modern "a twisting tower" residential building in Taipei, Taiwan A modern twist-angles (30 • ) design layout with a modern design, which allows the user to get more privacy and direct daylight A square layout that contains one apartment each facing the south, west, north, and east directions Top: pPrspective view Below: Front view

Figure 10 .
When compared to an ordinary plan, semi-open plan reduced 9% less annual energy consumption respectively, while open plan reduced 25% less annual energy consumption respectively.The open plan layout design reduced energy consumption for air conditioning and lighting.

Figure 10 .
Figure 10.Annual energy consumption of all layout designs (three layouts).

Figure 10 .
When compared to an ordinary plan, semi-open plan reduced 9% less annual energy consumption respectively, while open plan reduced 25% less annual energy consumption respectively.The open plan layout design reduced energy consumption for air conditioning and lighting.

Figure 10 .
Figure 10.Annual energy consumption of all layout designs (three layouts).

Figure 10 .
Figure 10.Annual energy consumption of all layout designs (three layouts).

Figure 11 .
Figure 11.Solar gain exterior window (kWh) results for Family D. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 11 .
Figure 11.Solar gain exterior window (kWh) results for Family D. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 12 .
Figure 12.Solar gain exterior window (kWh) results for Family J. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 12 .
Figure 12.Solar gain exterior window (kWh) results for Family J. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 13 .
Figure 13.Solar gain exterior window (kWh) results for Family M. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 14 .
Figure 14.Cooling load (kWh) results for Family D. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 14 .
Figure 14.Cooling load (kWh) results for Family D. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 15 .
Figure 15.Cooling load (kWh) results for Family J. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 15 .
Figure 15.Cooling load (kWh) results for Family J. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 16 .
Figure 16.Cooling load (kWh) results for Family M. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 16 .
Figure 16.Cooling load (kWh) results for Family M. From top to bottom: (a) South orientation; (b) West orientation; (c) North orientation; (d) East orientation.

Figure 17 .
Figure 17.Comparison of electricity consumption results of DesignBuilder with actual consumption in housing (TUS).

Figure 17 .
Figure 17.Comparison of electricity consumption results of DesignBuilder with actual consumption in housing (TUS).

Table 1 .
An example of a time use survey (TUS) records.

Table 1 .
An example of a time use survey (TUS) records.

Table 2 .
Four building designs modeled in this study.

Table 4 .
Material properties of building elements.

Table 5 .
Electricity consumption values for household appliances.