Thursday, August 13, 2009

A Neural Network Model for Shear of RC Beams

Experiments have shown that as the depth of the beam increases, the intensity of shear stress decreases especially in lightly reinforced beams. This phenomenon is referred to as “size effect”. Shear strength is not constant as given by some design codes like the ACI. To understand size effect, an artificial neural network (ANN) model was developed for RC beams without stirrups which fail under diagonal tension.

The ANN model consists of five input nodes representing (1) the compressive strength of concrete, f’c, (2) beam width, b, (3) effective beam depth, d, (4) shear span to depth ratio, a/d, and (5) longitudinal steel ratio. The output is the shear stress, Vu/bd. The graphical user interface of the Visual Basic program of the ANN model is shown.
The figure shows the simulation where the depth (d) was varied from 20 cm to 100 cm for two values of f’c and a/d and constant values for b at 15 cm and r at 2.75%. The size effect is obvious where the shear stress decreases with increasing depth. The experimental results by Kani shows a similar trend as the model. The shear stress also depends on the shear span to depth ratio – a shorter beam (a/d = 2.5) has a larger shear strength than a longer beam (a/d = 5.0).

How safe our our large RC beams with respect to shear failure? Structural engineers must take note of the decrease in shear strength of concrete for large beams so that they can provide adequate shear reinforcements or stirrups.

Reference: Oreta, A.W.C. (2004). "Simulating size effect on shear strength of RC beams without stirrups using neural networks." Eng'g Structures 26(2004) 681-691, Elsevier.

Monday, July 27, 2009

Collapse of a Building in Shanghai

"A 13-story under construction apartment building in Shanghai's Lotus Riverside complex fell to its side on June 27, 2009. During construction, a 4.6-meter-deep underground garage was dug on the south side of the building while a mound of soil heaped up to 10 meters high was located on the other side. This caused a difference in pressure on two sites of the building, which resulted in the collapse of a building in Shanghai" according to the China Daily. The lateral pressure caused the piles to snapped resulting in the foundation failure and tilting of the building.

Wednesday, July 15, 2009

Learning Lessons: The 1990 Luzon Earthquake

On July 16, 1990, an earthquake with magnitude 7.8 struck central Luzon. The human consequences were severe - at least 1200 people were killed and more the 3000 injured. Major destruction occured in Baguio City where hotels and school buildings collapsed like pancakes and Dagupan city where extensive liquefaction caused settlement of buildings and bridges. What lessons can we learn from this earthquake? This video - part of the "Understanding Earthquakes and Disasters: Photo-Video Presentations" highlights some lessons from the 1990 Luzon Earthquake. This video can also be viewed (full screen) and downloaded at YouTube.

Thursday, July 9, 2009

A Neural Network Model for Confined RC Column

Artificial Neural Networks (ANN) are information – processing systems whose architecture mimic the biological system of the brain. Recently, civil engineers have utilized ANN for various applications especially in the modeling of civil engineering systems.

In my case, I developed an ANN model for predicting the confined compressive strength and strain of a circular reinforced concrete column. The model has seven input nodes: (1) unconfined concrete cylinder strength, f’c; (2) concrete core diameter, d, where the core is the part of the section enclosed by the centroidal axis of the hoop or ties; (3) column height, H; (4) yield strength of lateral reinforcement, fyh; (5) volumetric ratio of lateral reinforcement; (6) tie spacing, s ; and (7) vertical steel or longitudinal reinforcement ratio. The two output nodes, on the other hand, represent the peak stress or compressive strength of confined concrete circular column, f’cc and the strain, ecc , at peak stress. Shown below is the GUI of the Visual Basic program of the ANN model.
The predictions of the compressive strength or peak stress, f’cc, of confined concrete columns and the corresponding strain, ecc, have been a subject of various researches, both analytical and experimental. The values of these two parameters are usually used in the analytical models developed for describing the stress-strain relationship for confined concrete.

You may run the ANN model at http://mysite.dlsu.edu.ph/faculty/oretaa. Go to the Software section. Papers on the model can also be downloaded from this site.

Tuesday, June 23, 2009

The World Without Engineers

What will the world might look like if there were no engineers like civil engineers, electronic engineers, mechanical engineers, etc. You may download from the website of Agilent Technologies' Educators Corner a poster or screensaver on "The World Without Engineers." Here is my favorite - The World Without Computer Engineers.

Indeed, the advancements and innovations in computers have changed our ways of computing and data prcessing. In my case, I experienced using some of the computing tools shown in the image above. I still remember when I was a kid, my father taught me how to use the abacus. During my high school days, we were taught how to use the slide rule in our chemistry class. Then the scientific calculator was born just before I graduated in high school. During my college years, we used computer cards in our computer programming classes using the FORTRAN language. Then I also used a programmable calculator using BASIC language. My first computer was an Apple Computer whose memory is in kB. Today, we have computers which are fast and with almost unlimited memory space in terabytes.

Saturday, June 13, 2009

The Little DVD of Civilisation

Take a look at at the amazing ways civil engineers overcome the challenges of creating and maintaining our infrastructure for us, and for future generations. This video, "The Little DVD of Civilisation", which was created by the Institution of Civil Engineers promotes the importance of how civil engineers build the quality of life like supplying clean and safe drinking water in Ethiopia, reducing flooding in London, construction of man-made island for the new airport in Hong Kong, development of sustainable housing community and preserving historical structures like Leaning Tower of Pisa. Civil engineers play various specialized roles in creating a safe and sustainable built and natural environment. Watch this video because "when you understand civil engineering, you see the world differently."

Thursday, June 4, 2009

Play BEAT THE QUAKE

What precautions should you do to protect people from harm and reduce damages to property in case an earthquake occurs? Test your knowledge on earthquake preparedness and safety by visiting http://www.dropcoverholdon.org/ and play "Beat the Quake." In this game, you are challenged to make your home a safe place during an earthquake. You click on each object shown in the room and you choose an option on how to secure it. But you must hurry, because the earthquake may happen any time. After the quake, you will see how the objects responded to your design. This is both fun and educational especially to kids. Are you ready to play "Beat the Quake"?

Friday, May 29, 2009

On Shaky Ground

On Shaky Ground (5:55 min). This is a presentation of various types of earthquake geotechnical hazards and their effects on structures. These hazards include ground ruptures, soil liquefaction and land slides. Since a geotechnical hazard can cause a serious effect on a community, reducing the impact of these hazards must be addressed. This video is part of the "Understanding Earthquakes and Disasters: Photo-Video Presentations for Public Awareness and Education."

Friday, May 22, 2009

Bridges are falling down!

Bridge superstructures and substructures have been damaged in recent earthquakes like the 1994 Northridge earthquake and 1995 Hyogeken-Nanbu earthquake in Japan. Bridges are Falling Down ( 5:52 min) is a photo-video presentation that shows the different types of damages in bridges and some retrofitting techniques. This video is part of the "Understanding Earthquakes and Disasters: Photo-Video Presentations for Public Awareness and Education."

Saturday, May 16, 2009

Buildings: Shake, Rattle and Roll

In past earthquakes, many buildings have collapsed or were damaged due to ground shaking or foundation failures. The presentation shows the common types of failures of buildings like soft stories, short columns, torsion, poor detailing and ductility in reinforced concrete columns and beams, and irregular structures. The importance of seismic retrofitting and strengthening of existing structures is also highlighted.
This video is part of “Understanding Earthquakes and Disasters: Photo-Video Presentations for Public Awareness and Education, ” a project funded by the DLSU-Manila University Research Coordination Office (URCO).

Saturday, May 9, 2009

Preparing for the BIG ONE

The key to reducing the impact of earthquake hazards is disaster preparedness and mitigation. Since the Philippines is an earthquake country, it is important to prepare against seismic hazards. This video poses some questions and tips to consider with regards to design and construction of structures, seismic assessment and retrofitting and community disaster preparedness. PHIVOLCS tips before, during and after an earthquake are also presented.
This video is part of the author's photo-video, "Understanding Earthquakes and Disasters: Photo-video presentations for public awareness and education", a project supported by the University Research Coordination Office (URCO) of DLSU - Manila.

Monday, April 27, 2009

Visual Basic Games in Civil Engineering

In the laboratory course on Computer Methods in Civil Engineering at DLSU-Manila, aside from computer applications in civil engineering, I required the students to create game applications related to civil engineering. The randon number generator function is a very useful function in game simulations. These game applications may be used to review the students on their understanding of the concepts and equations in civil engineering. Student competitions may be conducted using the software to make the class more interesting and enjoyable. Through these activities, the students’ understanding and retention of the concepts hopefully may be improved. Here are the GUI's of some of the game applications created by the students.

Hangeneering by J.P. Sy and D. Baluyot. Based on the game, "Hangman", this is a game to test the student’s mastery on solving reactions in statically determinate beams. There is a time limit which varies from 30 seconds to 90 seconds depending on the level of difficulty. The program chooses randomly the figure and the beam parameters. There is a formula for getting the score of the player. The game will be over when the user answered incorrectly three times or when the time has run out. This game can be played in the Engineering Mechanics (Statics) or Strength of Materials class.

Jeopardeng by C. Fabie and R. Masa: This is an adaptation of the famous American game Jeopardy. The game has four different categories that cover various topics about civil engineering. Each category has four objective questions. There is a data base of questions which are selected randomly. The user answers all questions under the four categories in any order, aiming to bag a high score. After all questions have been answered within the time limit, the user is prompted to the “Final JeopardENG Round”; wherein a computational question will be asked to the user worth 5000 points.

This game can be played in class to review the students about civil engineering terms, concepts and definitions. A competition among students can be done with the student having the highest score declared as the winner.


You may play some games at http://mysite.dlsu.edu.ph/faculty/oretaa.

Sunday, April 19, 2009

CPE Seminar on Computer-Aided Modeling, Design & Analysis of Bridge Structures

Bridges are important structures in infrastructure projects such as highways, elevated expressways, flyovers and water crossings. The effective and efficient design of bridges requires a good understanding of bridge engineering principles and usage of modern computing tools. The objectives of the seminar are (a) To provide an overview of the theoretical and practical background on analysis & design of various types of bridge structures with a special focus on RC bridges, and (b) To introduce the use of up-to-date computing tools for the modeling, analysis, and design of bridge structures.
Dr. Naveed Anwar is the Associate Director of ACECOMS and an Affiliate Faculty of the School of Engineering and Technology of the Asian Institute of Technology, Bangkok, Thailand. Dr. Naveed is the principal author of several engineering software including SDL, GEAR, SYSDesigner. He is also a consultant of CSI, the developer of ETABS, CSI Col, SAFE and SAP2000.
For more info. about the program and fees: Go to the PICE-LNM Website.

Saturday, April 11, 2009

Visual Basic Applications in Civil Engineering

Innovative approaches in teaching can be introduced in the classroom using the computer. In the author’s laboratory class on Computer Methods in Civil Engineering, students develop simple computer software applications and computer-based games on topics related to civil engineering using Visual Basic. By creating their own software applications, the students demonstrate their creativity and integrate concepts, methods and skills in mathematics, basic engineering and specialized civil engineering subjects. These software applications and games can be introduced in the classroom to motivate learning and to facilitate retention and understanding of engineering concepts. Here are examples of the Graphical User's Interface of the students' projects.



Beam Deflection Application: This is a software application for solving the elastic deflection and slope of a beam. The inputs to the program are the cross-section dimension and properties of the I-section and the beam loadings and lengths. The outputs include the moment of inertia of the I-section, the beam deflection and slope at specified point X from the left end. This application may be used in the course on Mechanics of Materials or Structural Analysis to demonstrate the effect of section properties, beam loading and lengths on the elastic deflection and slope of a beam. By computing the deflection of the beam at different values of X, the shape of the elastic curve can be drawn.



Open Channel Flow: This software application determines the normal depth of an open channel using Manning’s Equation. In this program, the user first selects the shape of the cross-section: (a ) rectangle, (b) trapezoid, or (c) triangle. The system of units have to be chosen also. The inputs to the program are the dimensions of the cross-section and Manning equation parameters, S, n and Q. The output of the program is the normal depth of flow. This software application can be used in the courses, Fluid Mechanics or Hydraulics. The values of the various parameters, such as dimensions of the cross-section, slope of channel bed, coefficient of roughness or flow rate, maybe varied to study the effect on the normal depth of flow.

You may download and try these programs at my website at http://mysite.dlsu.edu.ph/faculty/oretaa.

Wednesday, April 1, 2009

Per Tveit's Network Arches

Prof. Emeritus Per Tveit, Dr. Ing. of Agder University, Norway, visited De La Salle University, Manila a few years ago to share his knowledge and expertise about Network Arches. "When I was a student over 50 years ago, I got the idea of the network arch. Optimal network arches are arch bridges where some hangers cross other hangers at least twice. When the arches are less than 18 m apart, the tie should be a concrete slab with partial longitudinal prestress. The arches should be universal columns or American wide flanges. Network arches are best suited for spans between 80 m and 170 m, but will compete well in a wider range of spans. This results in attractive bridges that do not hide the landscape behind them. A network arch bridge is likely to remain the world’s most slender tied arch bridge, " he says. Indeed, Tveit can be considered the "father of network arches." He traveled around the world using his own resources spreading the information about network arches - the basic components, analysis, design and construction. His website has detailed information about network arches.
If you want to know more about Network Arches, contact:
Per Tveit, Dr. Ing. dosent emeritus Agder University N-4876 Grimstad, Norway

Here is a YouTube video of Mangamahu network arch bridge - the first of its type in New Zealand.