Showing posts with label Sensors. Show all posts
Showing posts with label Sensors. Show all posts

Tuesday, February 28, 2017

Sensors and networks for building operations

Sensors and networks for building operations

·         Gathering and distributing information
o   Facility management such as entrance security
o   Fire and emergency system
·         Sensors and networks connecting users and objects
o   User-to-user, user-to-object, and object-to-object
o   building managers, residents and outsiders
o   computers connecting with each other
·         HVAC sensors
o   Temperature
o   Humidity
o   Air quality

·         Online payment system and networks for apartments

Tuesday, February 7, 2017

Week 4 Project - Mridul Pareek

TOPIC

I chose to write a paper about structural health monitoring or SHM using wireless sensors. Just like humans need to go to the doctor for a check up, where he collects data about our body through temperature etc., Structural health monitoring does the same for a building's health. It is of utmost importance to make sure that we have technology in place which can provide us with precise and up to date data about the building's condition.

RELATION TO IB

Wireless sensor technology is still very under utilized in many parts of the world for SHM, and where it is applied, it is not used efficiently. An intelligent building must be able to tell the people in charge of its health when something is not right with it, and an efficient system of wireless sensor coupled with a database which stores the information from the sensors would be a giant step in SHM.

CHALLENGES 

Although research of these wireless systems has been ongoing for the past 20 years, there are many problems with regarding efficient use of such system. Environmental conditions for each job site is different, so each system has to be modeled such that it fits effectively in its respective site. Bad internet connection, environmental noise and other such situations make the system ineffective and thus unwanted. For writing the paper, i would be using published papers as i do not possess the resources which would let me do any experiment on an actual job site.

Sources:

Lynch, Jerome P., and Kenneth J. Loh. "A summary review of wireless sensors and sensor networks for structural health monitoring." Shock and Vibration Digest 38, no. 2 (2006): 91-130.

Lynch, Jerome P., Yang Wang, Kenneth J. Loh, Jin-Hak Yi, and Chung-Bang Yun. "Performance monitoring of the Geumdang Bridge using a dense network of high-resolution wireless sensors." Smart Materials and Structures15, no. 6 (2006): 1561.


PEER RESPONSES 

1) Ng Andrew (https://ae-410-510-ay16-17.blogspot.com/2017/02/ng-andrew-b4-virtual-reality-on-jobsites.html) and his team have a very interesting project about VR on a construction site. If somehow they manage to find a way to use it effectively on a job site, it would revolutionize the way construction is done. The ability to see the building before it is created in real time on the site would be very helpful for the construction process and noting out problems before they are actually made. However, since there is next to no conclusive research right now since the technology is fairly new, it would be certainly difficult to find the resources required.

2) Yosep Bak (https://ae-410-510-ay16-17.blogspot.com/2017/02/yosep-bak-w4-p4.html) chose to explore the relationship between an intelligent and a green building. It is certainly a very interesting topic to research since often times the two terms are confused, which is easy to understand as they are heavily related. Since an intelligent building has a varying definition to different people, i wonder if completely isolating the differences in each element of the two would help us standardize the definitions of intelligent and green buildings respectively.

3) Rachel Frank (https://ae-410-510-ay16-17.blogspot.com/2017/02/group-project-rachel-frank.html) chose to research upcoming technology in robotic assembly and how it can be related to construction of buildings. Robotics and AI are barely used in construction right now so it would be difficult to find resources for research. It is an ambitious project such that they are focusing on the past, present and future of the technology. Relating that to its potential uses is a very difficult task indeed and i wish them the best of luck.

Sunday, February 5, 2017

Ray Powell B4 – Term Project

Theoretical heating, ventilation, and air conditioning (HVAC) systems are rapidly advancing due to new sensor improvements, but traditional systems are just starting to apply this technology and strive for better systems. With improvements in sensors, and their applicability in the built environment, dramatic improvements can be used to make the systems more efficient and save energy in the long term. Current HVAC systems are often underutilized because systems are uninformed throughout most of the process, with minimal sensors placed only in critical locations. Until recently, wireless, networked sensors have been too expensive for regular use, but as technology improves, they will become cheap and routine throughout buildings as tools of managing the facility.
Energy attributed to HVAC systems is a major part of building usage, which accounts for much of the global total. Making systems more intelligent and connected with the occupants will lead to significant changes in building energy usage by utilizing it more effectively. Now, sensors commonly are used to check temperature and humidity typically a few times throughout an air cycle, with much of the air being wasted to unused space. Increasing the number of information points can offer information that essentially describes the entire air cycle. With this information, changes can be made on the fly for the system to maximize its efficiency. This addition will allow more accurately conditioned air, and the correct amount, to the spaces as needed. Researching this topic will allow me to show how current improvements in sensor technology benefit traditional HVAC systems and additional technology that can be applied.
There are many ways that sensors can help develop the industry and improve systems with the information they provide. Concurrently, BIM is rapidly developing as an informational tool for simulations and analysis, instead of strictly modeling software. Doing this requires accurate data for informed decision making. Much of this data can easily be collected and distributed by sensors to databases and BIM software to maximize how the system is used. Preprogramed conditions can be set by database information for sensors at critical points throughout the system to automatically adjust to the information that the sensors and database determine is ideal. This information can be collected in BIM software to be modeled information for any modifications or studies. Due to the wide variety of systems used today, it will be difficult to identify and compare current system improvements with the improvements that sensors can offer.

Sources:
I-Hai Lin, P., and H.L. Broberg. 2002. “Internet-Based Monitoring and Controls for HVAC Applications.” IEEE Industry Applications Magazine 8 (1): 49–54. doi:10.1109/2943.974358.
Leavey, Anna, Yong Fu, Mo Sha, Andrew Kutta, Chenyang Lu, Weining Wang, Bill Drake, Yixin Chen, and Pratim Biswas. 2015. “Air Quality Metrics and Wireless Technology to Maximize the Energy Efficiency of HVAC in a Working Auditorium.” Building and Environment 85 (February): 287–97. doi:10.1016/j.buildenv.2014.11.039.
Lu, Jiakang, Tamim Sookoor, Vijay Srinivasan, Ge Gao, Brian Holben, John Stankovic, Eric Field, and Kamin Whitehouse. 2010. “The Smart Thermostat: Using Occupancy Sensors to Save Energy in Homes.” In , 211–24. ACM. doi:10.1145/1869983.1870005.
 “Smart HVAC & Sensor Technology for Smart Buildings.” 2016. Arista. November 17. http://aristair.com/blog/smart-hvac-sensor-technology-for-smart-buildings/.
“The Core of Johnson Controls.” n.d.

Comments:
Kerianne’s topic shows a very interesting component of intelligent buildings by focusing on the information components of Building Information Modeling (BIM). The way programs like Revit organizes the information of families and building components benefits the construction industry greatly by accurately managing the information and providing it to the contractors.  This utility within the software has made it a revolutionary part of building design and often benefits designers’ projects. The models produced with this information directly relate to the intelligent building industry by showing how the building and its systems interact with each other.  Utilizing the software for additional analytical simulations, like hourly energy analysis or finite element analysis greatly benefits the design process by allowing designers and owners to make informed decisions.  These decisions often have cost conscious solutions, which quickly pays for training designers how to utilize the software.  BIM is changing the way construction documents are created and digital modeling will become a major part of the design process. The software has many capabilities and I believe that learning all of them is impossible, though it is very intuitive and easy to learn. It sounds like much of the information you plan to cover can be addressed with construction document schedules, but requires in-depth research.

Joe and his team have selected a very involved topic addressing how robotics can help to survey sites.  Oftentimes there are many assumptions made about the site, leaving construction managers to verify many of the conditions and adjust much of the construction to fit to terrain around it.  Surveying a site can take countless hours with much room for variation as survey areas become large. Though the technology already exists, there are many improvements available to fully utilize surveying robotics.  Today, typically due to expense, these types of robots are used only for large projects, where the building’s interaction with the ground is critical.  Using the recent development of infrared and ultrasonic sensors should benefit much of the data collection process. Also, with the recent increase in the use of BIM, three-dimensional modeling of this information will be needed much more often.  Big-data is a major part in constructing the information needed for BIM and intelligent buildings.  Accurately scanning the terrain and implementing the information into the model requires many aspects of intelligent technology and greatly benefits how these buildings are constructed.  Integrating all of this information into one model can greatly reduce questions during the construction process, speeding up construction time and reducing much of the errors.  Though this could lead to job losses in the surveying industry, these robots will need people to create and operate them, creating jobs elsewhere in a very expansive field.  There are many challenges associated robotics technology, but the field is advancing quickly and should be becoming easier to create.


Ronald’s post presents a topic of comparing Revit and Bentley Architecture software to study how the programs work together.  To do this, the team will create a model, essentially from scratch, in Revit and follow how this information is transformed to the Bentley software and then compare the end product with the original Revit model.  Noting these differences will help to understand the software’s capabilities and limitations and help to better determine the information that can be transferred between the models. With this information, it can be determined which software should be used from the beginning to insure that export issues are avoided.  It is likely that with the development of the two products, some designers will prefer some software to others, forcing large firms to offer both products.  With the use of both products, there is surely some time where the two will need to communicate with each other well, so knowing what to look for through these exports can be important. An interesting addition to the project would to be operating the other way around, exporting from Bentley to Revit, and comparing how these differences vary from the original transfer, Revit to Bentley.

Thursday, February 2, 2017

Selden B4 - Homes and Artificial Intelligence

Title is still pending - but I'm essentially looking at how in the future your home will be able to interact with you (just as you interact with it) via sensors, databases, and artificial intelligence.

Why Did I Choose This Topic?

I was actually inspired by my senior design project - which I will be using as a base for this project. For the winter term of senior design, we will be applying a variety of advanced systems for energy generation, grey-water reuse, septic tank replacement, etc. to a single family home. What I would like to do is have sensors that monitor the functions of these systems, and have an artificial intelligence system that conveys this data to the homeowner in a user friendly fashion.

Think like a version of Alexa that can update you on your home systems verbally or visually on a tablet like display. Then as the database grows she would be able to make suggestions for adjustments.
Ex. "You saved a gallon of water today with your low flow toilets and grey water reuse!"
"Tomorrow will be cloudy, maximum solar energy generation estimated at XX kWh"

Relation to Intelligent Building 

I think this one is pretty self explanatory..but I'll elaborate anyway. Intelligent building is defined as a building "which provides a productive and cost-effective environment through optimization of four basic elements: structure, systems, services and management, and the interrelationship between them.” [1]. This project will relate the systems, services, and management elements this definition refers to.

The systems chosen will optimize each of their functions (determined by extensive research), and they will provide services to the user. The key for this portion of the project will be the productivity and management of the systems by the homeowner. Often times the owner only knows that the system is "good" or "green" but often times doesn't understand the direct correlations. This AI system will help inform the user of the details in a way that is simple to understand - thus both educating them, but also ensuring the proper management of the system if something were to go wrong.

Challenges 

I know nothing about sensors or databases. I'm hoping to be able to research the topic enough to have a good idea of what's feasible, and generate reasonable estimations for this project. I know some components are possible, as they already exist - Alexa, energy use monitoring, etc. - it will be just be a matter of integrating them all for this project.
We are also planning on having some pretty unique systems in our home for which a sensor might not already exist. Determining if monitoring these systems is even a possibility will also be a challenge. 

Sources

Below are some of the resources I found of what I'm referring to after doing a few quick searches:

Mark Zuckerberg's "Jarvis" - http://gadgets.ndtv.com/apps/features/mark-zuckerbergs-jarvis-ai-what-it-is-what-it-can-do-and-more-1640658

Monitoring Solar Panel Performance - https://openenergymonitor.org/emon/applications/solarpv

Monitoring Water Usage - http://www.banyanwater.com/flow-monitoring/

Others used in this post
[1] http://www.commscope.com/Blog/Defining-Todays-Intelligent-Building/

Comments

Peter - As we discussed in class, I think being able to use AI in construction would be a really useful tool. You are right in that one challenges will be to figure out how cheap/common this technology will have to be before everyone one a site will have access to it. Similar to current sites, where the PMs and sometimes supers have an iPad, but the subs are all still using hard copies.

Drew - I'm glad that you guys have already acknowledged that the green and intelligent aren't equal. I think that looking at sustainability specifically will be a great place to see some overlap that I would't have thought of. Seeing as how this is clearly the direction that buildings are headed, hopefully you won't have too difficult of a time finding a case study that incorporates both to compare and contrast.

Joe - I think this is a really good direction to go as far as robotics in the industry. We've discussed many times in class how robotics, although promising, haven't quite reached where they need to be for construction use. But surveying doesn't include any sort of heavy lifting, and has minimal risk management aspects to it as well. I'm eager to see how this one turns out.  

Tuesday, January 17, 2017

Final Project - Mridul Pareek

I think my final project is going to be related to sensors and their application in structural health monitoring. I would try to deal with the current issues with wireless sensors and their potential in the long run. I may also make some educated guesses about sensor applications in the future of SHM.

Joseph Chaudhari Class 2 Blog (In-Class) Term Project. Week 2

I would like to work on robotics for the term project. I think robots are the future in high risk fields such as bomb detection, highly radioactive zones, and warfare. Robots can indirectly save human lives by taking their place in these high risk areas of work.

B1 New Application in HVAC and Future technologies

New Application in HVAC

Keen Home’s Smart Vents can control airflows for individual rooms. Each vent is embedded with sensors that measure temperature and pressure. All procedures could be easily accessed by using the Keen Home app. The app creates different profiles for individual rooms using various colors with red stands for warmer and blue stands for colder. The users could simply assign profiles to each air vent. For example, if a vent is assigned to the office. The default setting for the office profile would be applied. The vent would be turned on from 9am to 6pm and would be turned off during the rest. If the user decides that he/she wants to work for one extra hour for a day or for a week, he/she could easily adjust the setting through the app. Furthermore, Smart Vents also remember users’ habits and intelligently operate and shut down. Initial studies show this cuts down the run time on air vents by an average of 22%. [1]
Keen Home App

Future Technologies [2]

Here is a list of major future upcoming technologies and some of their applications:

1.     3D printing
·      3D printed replacement teeth. It can print inside the mouth.
·      Scan and 3D printed customized clothing and shoes at retail stores.
·      Trash can be recycled and turned into 3D printing materials.

·      3D printed construction materials and structures.


2.     Virtual/Augmented Reality
·      VR experiences of Theme park rides.
·      Full-length VR movies and live broadcasts of sports games.
·      VR and AR used for education and training purposes.

·      VR tours used for various purposes including real estate

3.     Flying/Driving Drones
·      Fast and efficient deliveries by flying drones.
·      Livestock monitoring drones and building and maintenance inspection drones.

·      Drones provide new view angles for the fire department to find entry point and other natural disaster monitoring. [3]

4.     Driverless cars/Transportation
·      Electric cars occupy major market of automobile industry.
·      Driverless cars used for large facilities such as airports, theme parks, and factories.

·      Charging breakthroughs for the electric cars.

5.     Internet of Things
·      Smart furniture such as smart chairs and smart beds that will self-adjust to provide maximum comfort.

·      Smart mailboxes will send out signals when mail has arrived and indicates how important it is.

6.     Artificial Intelligence (AI)
·      AI selection of movies and music based on users’ preferences and moods.

·      AI solve simple and daily tasks.

Resources:
[3] http://dronelife.com/2016/12/02/2-ways-university-maryland-helps-safety-drones/

Comments

Egla Oori

You listed the technologies used for 3D printing from material extrusion to sheet lamination. Before I saw your blog, I thought that 3D printing would just apply one technology to create subjects. Also, the 3D printing applications in the construction industry are very innovative. The most notable advantage of 3D printing is economy. It’s cheap and efficient to accomplish a large project in a short amount of time. 3D printing will be the future for manufacturing industry and construction industry.

Hayley Selden
The ability to learn is the essential property of artificial intelligence. The learning potential is limitless and AI may become smarter than human in the future. People create AI to better serve human, because AI will easily perform simple tasks without making mistakes. I have one question. Should AI have emotions just like human? Will the emotions do good for human or are they threats?

Rachel Frank
You mentioned there will be job loss as AI develops in the future. However, I think there will always be a new market that creates more job opportunities. For example, there will be AI technicians and other related markets.