Showing posts with label Architectural 3d visualization. Show all posts
Showing posts with label Architectural 3d visualization. Show all posts

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FUTURISTIC ARCHITECTURE

Optimization of Indian building design using genetic algorithm
 Sep 20, 2015  


Introduction

The energy performance of a building depends on a high number of parameters. It is determined by its response as a complete system to the outdoor environment and the indoor conditions. Improved levels of performance require the coherent application of measures which altogether optimize the performance of the complete building system. Given the number of individual attributes that have to be combined to make a single building, the number of possible designs is very large, and determining the most efficient one is a complex problem.

Optimization of building energy performance is more complex in the case of Indian buildings. While in some cold European regions only heating energy consumption is usually considered, the Indian climate makes it essential to consider both heating and cooling energy uses. Varying some parameters of the building over their ranges of practical values can have opposite effects on heating and cooling energy consumptions. It is evident that an insulated building envelope helps in reducing the heating demand. But in summer, the outdoor night temperature being generally lower than the required indoor temperature, un-insulated but high thermal capacity walls allow for the evacuation of the heat stored in the building during the day, leading to the reduction of air-conditioning need. One important question is raised: what is the wall composition that leads to the lowest energy consumption in both seasons? The answer is not straightforward.
The main characteristics of the two sided problem are: a large multi-dimensional space to be searched, a range of different variable types and a non-linear objective function. Using genetic algorithms to solve such problems is a good alternative that allows us to identify not only the best design, but a set of good solutions.


Design variables

In cold countries there is not a real need for summer air-conditioning except where internal gains are high such as concert halls or opera houses. Our situation being different, in the present work, the objective function can be taken as being the sum of the heating and air conditioning energy loads.
In order to find the optimal design of a building, we have to compare the energy performance of a large number of configurations, which needs the computation of the heating and cooling loads for each of them. In the optimization approach, we propose to use a simplified procedure that is more straightforward and easier.The losses across the envelope and the gross free gains depend on the lateral surface of the building, the type of used partitions as well as glazed surfaces on each of the facades. The shape and the dimensions of the solar protections have direct impact on the amount of the solar free gains received by the glazed areas. The vastness of the optimization problem would itself be a problem; therefore we have defined a set of possible configurations, by combining different cases of these design variables, taken inside reasonable values. The resulting set of configurations defines the space of research of our problem.
While keeping a constant volume, we can vary the dimensions of the building envelope and its shape. We can consider a simple cell-test having a rectangular shape with a fixed volume V or similarly a fixed floor area. For the opaque partitions i.e. walls and roofs we can consider different types of roofing (based on their insulation) and different kinds of walls (with different inertia and levels of insulation). Facades of the building can also be glazed, for such a case we can choose between simple and double glazing that differ by their transmission.
An efficient solar protection should allow for minimizing the cooling load without excessive increase in the heating load. This means that the shadowed portion of the glazed area should be as large as possible in summer and as low as possible in winter. Knowledge of the shaded part is necessary to compute the gross solar gains. The efficiencies of different sun shading devices can be adjudged from there “solar factors”; they are defined as the ratios of the received solar radiation in the presence of the shadowing device over the radiation that would be received in its absence.Courtyards are considered ‘the spaces through which a building breathes’. They are an efficient element of passive feature in a building. However there is an optimal size for a courtyard; a very large courtyard breaks the unity of the building while a small one becomes more like a duct. A building with a given foot-print needs a courtyard that is a fixed percentage of the foot-print area. This criterion may form one of constraints in our case.


Genetic algorithms

Genetic algorithms have proved their efficiency in dealing with different optimization problems such as the optimization of building thermal design and control and solar hot water systems as well as the design of thermally comfortable buildings and the control of artificial lights. These techniques belong to a class of probabilistic search methods that strike a remarkable balance between exploration and exploitation of the search space. Genetic algorithms are initiated by selecting a population of randomly generated solutions for the considered problem. They move from one generation of solutions to another by evolving new solutions using the objective evaluation, selection, crossover and mutation operators.A basic genetic algorithm has three main operators that are carried out at every iteration:
Reproduction: chromosomes or solutions of the current generation are copied to the next one with some probability based on the value they achieve for the objective function which is also called fitness.
Crossover: randomly selected pairs of chromosomes are mated creating new ones that will be inserted in the next generation.
Mutation: it is an occasional random alteration of the allele of a gene.
While the selection operator for reproduction is useful for creating a new generation that is globally better than the preceding one, crossover brings diversity to the population by handling the genes of the created chromosomes and mutation introduces the necessary hazard to an efficient exploration of the research space. It makes the algorithm likely to reach all the points of research space. Before developing a genetic algorithm, we must choose the encoding that will be used to represent an eventual solution of the problem by a chromosome where the value of each variable is represented by one or several genes. The quality of the developed algorithm depends essentially on the adopted encoding strategy and its adequacy to the used crossover and mutation operators, while respecting the nature of variables and the constraints of the problem.


The developed algorithm

In this work, a genetic algorithm needs to be developed in order to provide a method for obtaining a set of optimal architectural configurations. There are few things which are quite clear even before we start, for example, having a large southern facade is beneficial because it is the sunniest in winter and the least in summer. But it is not desirable to have a building with a large lateral surface because it increases the heat loss through the envelope. A compromise needs to be worked out in such type of area.


Conclusion

The energy problem presented in this paper is particularly interesting. While it is relatively easy to find the best characteristics of a building under winter or summer conditions separately, tackling the two problems simultaneously is more complex. There is a trade-off that has to be done between the two seasons requirements. An optimization algorithm coupling the genetic algorithms’ techniques to the thermal assessment tool needs to be developed for Indian buildings. This algorithm further can be used to identify the best configurations from both energetic and economic points of view. Genetic algorithms represent a simple and very efficient approach for the solution of non-linear combinatorial optimization problems. Although Genetic Algorithms find good solutions without exploring the whole space of research, yet they need the evaluation of a large number of building configurations. The algorithm presents also the big advantage of converging not only toward the best solution but toward a set of configurations all of a high quality and diverse enough to allow the user to choose the most adequate one to his personal considerations that are not necessarily quantifiable. The fact that the required result is a set of very good solutions (and not the best one) means that good evaluation accuracy is sufficient.





Captivating Dtac Headquarters – Bangkok



Dtac recently decided to put an end to separate office spaces throughout the city of Bangkok, and brought all six buildings under one roof, which happens to be the largest ever office lease in Thailand’s history, occupying around 650,000 square feet.


The move and design reflects the company’s desire to become the employer of choice, to “enhance cooperation and communication, strengthen common goals, and increase creativity” and make it easier for the brand to react quickly to changing conditions.



Dtac’s brand approach is “play and learn” and they wanted to reflect this to their employees and customers with their new, rather inspiring office, spanning 22 floors. 



Some of the highlights include a massive circular library amphitheatre, and an entire floor dedicated to fun, with indoor soccer, table tennis, running track, and concert and performance spaces. 
To feed creativity, there’s the Conversation Pit, the Freeform Meeting, Picnic Table and Dining Room, all created to encourage informal, face-to-face meetings. 



And let’s not forget what tops off the building – an open terrace overlooking Bangkok’s skyline.



Architecture of Office Building Designs


Even before the outset of design and construction of the Lewis and Clark State Office Building, the mission was clear: create a green office building and certify it to the highest level of LEED without overtaxing the credulity of the taxpayers in the “Show-Me States.” The modest budget, $18.1 million, was provided by the Missouri state legislature before the tenant, the Department of Natural Resources, had even put the sustainability goals on the table. But it was the writing on the wall that crystallized the building’s environmental goals.


“When we were interviewing for the project, we spent one afternoon in the state Capitol building reading inscriptions that are carved into a particular wall about the natural resources of the state,” says architect Steve McDowell, FAIA, of BNIM Architects. “We read about the minerals, animals, plants, rivers—all the natural things that were important to the character and nature of Missouri,” he says. “We thought we were already committed to the green agenda, but looking back at what was important to the founders and early citizens of the state influenced how deeply we held those values through the project.” That commitment was nurtured from the beginning of the process, when BNIM organized a design charrette that involved more than 100 people, representing all parties involved in the project”.


Not far from where Meriwether Lewis and William Clark embarked on their exploration of the American West in 1804, the building is a stone’s throw from the Missouri River. The 120,000-square-foot structure extends about 350 feet along the east-west axis, and only 70 feet from north to south, a ratio that was calculated to reduce energy costs and maximize interior daylight.
Choosing the site was integral to the project. “We started with some sites that we felt were unsuitable, because they were set out in the suburbs, for example, so we challenged our client to look for a more urban site,” says Kimberly Hickson, AIA, one of the project managers for BNIM. The state came back with 17 sites, including the one that was eventually chosen.
Constructed on the 144-acre site of the former Jefferson City Correctional Facility, eight blocks from downtown, the office building is one piece of an ambitious mixed-use urban redevelopment project. It took the place of a former women’s prison, with bricks from the prison being used for a number of interior surfaces.


In a landscape design based on xeriscape principles, indigenous grasses, shrubs, and trees have thrived despite a dry first year. Vegetated bioswales and topography that encourages stormwater infiltration help meet a goal of keeping runoff out of the municipal stormwater system. The landscaping is not without maintenance needs, but they are considerably less than in a conventional landscape. “We pull weeds from it. It has been mowed once,” says Dan Walker, director of the general services program for the Department of Natural Resources, who represented the tenant throughout design and construction. Nature trails around the site and reaching toward the river are planned.


Green features extend from the outside into the building. A 50,000-gallon cistern collects rainwater from the roof, which is filtered and used in flushing toilets. The system conserved 405,000 gallons in its first 13 months. One hundred and sixty-eight photovoltaic panels produce 21.5 kilowatts of power, or 2.5 percent of the building’s needs. Thanks in large part to a well-planned daylighting system and the careful design of the heating and cooling system, the building is predicted to use less than half of the energy of a comparable ASHRAE base model.


The narrow aspect ratio of the building, solar orientation, and both interior and exterior light shelves help daylight penetrate deep into the office space. Employees enjoy access to views and daylight at workstations that are located around the perimeter. Enclosed rooms are generally situated at the core. Many of the windows are operable, providing natural ventilation. Although the daylighting scheme went through computer modeling by ENSAR Group, which has since merged with the Rocky Mountain Institute’s Green Development Services, during part of the winter a gap between the interior canvas light shelves and the glazing causes glare in some workstations. A miscommunication with the fabricator led to the mistake, which wasn’t present in models, and the problem is being fixed in time for next winter.

The building design also keeps employees active. Amenities such as changing rooms and showers were created largely for those who bike to work, but also encourage occupants to exercise. A number of people jog during their lunch breaks, according to Walker, and some walk downtown for meetings. Nearly everyone uses the prominent and attractive stairs in the central atrium.
Although all of these features reduce operating costs and increase occupant satisfaction, the building team was still concerned that its construction budget would lead to compromises. At one point, the state balked at buying the low-emissivity glass specified by the architect, so the firm ran an energy model with a lower-cost alternative. “We found that we could spend the money on glass or we could spend it on a bigger mechanical system,” Hickson says, noting that the mechanical system would add energy and maintenance costs over the long run. The glass stayed. The engineer performed a similar analysis on the building’s aspect ratio when the client wanted a boxier profile; again, the analysis confirmed the efficiency of the design.

The project used an integrated design process, but owing to the requirements of competitive bidding, a contractor wasn’t involved early on. “I guess we were all somewhat nervous at the bid opening,” says Hickson. “We didn’t really know where it would fall.” The team received a low bid from a trusted contractor, although one without experience in green building. The contractor worked hard to meet the sustainability goals and helped the team gain LEED points in construction waste recycling and recycled content of materials, at a time when the project was on the edge of achieving Platinum. “There was a lesson there,” says Laura Lesniewski, AIA, BNIM’s project manager during the construction phase. “If you have someone who’s interested in learning, he doesn’t need to have prior experience.”


 Despite the project’s impressive achievement in the LEED rating system, the team gave up points along the way. It procured lumber from Missouri’s only certified sustainable forest for the atrium, but for the roof structure, which uses exposed glued laminated beams, the team couldn’t locate a product with certified content. It also hoped to earn a point for reducing the urban heat island effect with reflective roofing, but the emissivity level of the roof left them a fraction short of the requirement.
The team went to extra lengths to achieve some points, such as using furniture that meets indoor air quality (IAQ) standards. State agencies are required to purchase furniture manufactured through prison inmate vocational programs, so the team brought its sustainability agenda to the prisons, working to help them achieve Green guard Indoor Air Quality listing for its furniture.
“The building performs well and our occupants are extremely happy from the perspective of IAQ, lighting, and heating and cooling,” says Walker. Several occupants have reported better health in this building after having sinus problems in previous buildings, he adds. Walker has also noted reduced absenteeism, an observation the department plans to investigate by examining employment records.

By all accounts, the success of the project was based on the commitment to sustainability by the key members of the team. Built on budget, the building is also meeting financial performance expectations over the long term. “We did life-cycle costing on every aspect of the building, and so far things are on schedule,” says Walker.


Most Popular Corporate Building Design

AOL Head Quarters Mesmerises Palo Alto California


It’s no secret that AOL isn’t the company that is used to be, but they’re trying to make big changes with the purchase of websites such as Techcrunch and Huffington Post, and they’ve recently had a massive overhaul of their headquarters to suit.

They’ve gotten rid of the bland corporate facade and taken a leaf out of Google’s books and tried to make their office more fun and inspiring, with fresh new designs.

This office is everything you’ll come to expect from enormous internet companies with large kitchens, splashes of color, countless relaxation areas, pool tables, games rooms, and of course, the all important work spaces.







5 Trends Shaping Future Of Architecture


What does the future of the architecture industry hold? We asked experts from some of the world’s most innovative companies to look into their crystal balls and divine the ways that the built environment will evolve over the next five years. Largely optimistic, these trends indicate a rosy future for the structures that surround us every day. Architects predict that these buildings won't be as flashy, but they'll be far more useful on an everyday basis— (the starchitect-designed roof leak is so last century). And they may be built of a material you haven't even heard of yet.
Here are some of the ways that architects expect the field will change in the near future:


Starchitecture will dim.
Steve McConnell, managing partner at NBBJ, says architectural design is moving from paying "a lot of attention to the artifact—the physical thing—to a greater emphasis of the opportunity represented when people gather." He describes this way of working with clients as "almost in a realm of strategic partnering with businesses."
For instance, for the firm’s Tencent campus, where the client wanted to encourage spontaneous run-ins between employees, NBBJ mapped the pathways that would be taken throughout the building by thousands of employees, designing the building to maximize intersections between those paths.
Julian Weyer, partner at the Denmark-based C.F. Møller Architects, agrees that clients are more interested in the thinking behind design, rather than just chasing after starchitecture. "There’s a counter trend which focuses more on meaning," he explains. "Why do we even construct anything? That can be more fruitful—what do we actually need, rather than who’s going to design it."


Architecture will be more collaborative.
As clients become more interested in thinking outside the physical box of the building, architects will need to collaborate with more experts from different fields—like NBBJ's in-house brain scientist. "We are already seeing today broad design teams that include social anthropologists and environmental scientists who are creating nurturing, sustainable and meaningful environments," says Jay Brotman of Svigals + Partners, a New Haven, Connecticut-based firm. "In the future we will see policy makers joining these teams which will [create] a more holistic perspective of the built environment and effect broader change."


Chinese architecture will be more subtle.
Known for some of the tallest and most unusual-looking architecture in the world, China has proven to be a fertile market for architecture in recent years. " You could build almost anything, and it would be commercially viable," Steve McConnell of NBBJ says. Now, he sees the market trending toward more sophisticated design as the country urbanizes and the real estate industry gets stronger.


"We’re seeing another wave of market maturity that’s going to see more mature design work and understanding of [a building’s] performance," he says. He sees comments by Chinese leadership, such as the president’s recent tirade against "weird architecture" like the Rem Koolhaas-designed CCTV headquarters) as a sign that going forward, Chinese projects will face greater scrutiny over their utility, rather than their flashy looks.