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infrastructure


Collaboration between students, faculty and the real world is an excellent means to integrate students into real world situation and provide them valuable experience.  I have done this with several communities to date.  Below are the installed OASIS street improvements in Dania Beach.  Students did the drafting.  Also a stormwater pipe in Boynton Beach.  Excellent learning experience.  The campus mapping project is one that our Facilities Management Department needed.  Very cool 3D map.  We did stormwater assessments in Davie, plus flood mapping.  Of course the Dania Beach nanofiltration plant, the first LEED Gold water plant in the world.  Still.  Here is the cool thing with working with students – they have all kinds of ideas and have all kinds of tools that they can access – they just need guidance.   They will create tools (our app for asset management). to make the job easier.  Most collaborate well.  And most want to learn about the profession.  As an industry we should promote this more.  Go to the local universities, talk with faculty.  Find the right faculty mentor who is interested in local outreach.  Work with them.  But students should not work free.  Pay or pay in grades.  It’s only fair.

 


Here is an example of getting to a condition assessment with limited data using power point slides.  Note that where there are categorical variables (type of pipe for example), these need to be converted to separate yes/no questions as mixing.  Categorical and numerical variable do not provide appropriate comparisons = hence the need to alter.  Take a look – but the concept is to predict how well this model explains the break history on this distribution system.  Call me and we can try it on yours….

Step 1  Create a table of assets (this is a small piece of a much larger table).

Asset Dia
water main 2
water main 2
water main 2
water main 2
water main 4
water main 6
water main 6
water main 6
water main 6

 

Step 2  Create columns for the variables for which you have data (age, material, soil type, groundwater level, depth, traffic, trees, etc.)

 

Asset breaks in 10 year Dia Age soil traffic Trees depth pressure material Filed estimate of cond.ition
water main 17 2 45 1 1 2 1 55 4 3
water main 11 2 45 2 1 2 1 55 4 3
water main 12 2 45 1 1 2 1 55 4 3
water main 10 2 45 1 1 2 1 55 4 3
water main 2 4 50 1 1 2 1 55 1 2
water main 3 6 60 2 2 2 1 55 1 2
water main 1 6 60 2 2 2 1 55 1 2
water main 1 6 60 2 2 2 1 55 1 2
water main 0 6 20 1 1 2 1 55 3 1

 

Step 3  All variables should be numeric.  So descriptive variables like pipe material need to be converted to binary form – i.e. create a column for each material and insert a 1 or 0 for “yes” and “no.”

Step 4 Run Linear regression to determine factors associated with each and the amount of influence that each exerts.  The result will give you a series of coefficientcoefs:

Step 5 – Use this to predict where your breaks will likely be in the next 5-10 years.

Pred breaks

The process is time consuming but provides useful information on the system.  It needs to be kept up as things change, but exact data is not really needed.  And none of this requires destructive testing.  Not bad for having no information.


An asset management program should be developed accordingly to the client’s goals and objectives. It consists of determining the selected area of study, type of system and the quality of data used for evaluation. Before a condition assessment can be determined, an inventory of assets needs to be established – maps, etc. are helpful.  So now you have a map of your water and sewer system and you want to develop a useful system for asset management.  Depending on the accuracy wanted, the data can be gathered in many ways ranging from onsite field investigation which could take a lot of time, to using existing maps, using maps while verifying the structures using aerial photography and video, or field investigations. But most local governments still lack data.  You cannot dig up pipe, or do a lot of destructive testing on buried infrastructure.  So what to do?

The reality is that you have a lot more data than one thinks.  For one thing, most utilities have a pretty good idea about the pipe materials.  Worker memory can be very useful, even if not completely accurate.  In most cases the depth of pipe is fairly similar – the deviations may be known. Soil conditions may be useful – there is an indication that that aggressive soil causes more corrosion in ductile iron pipe, and most soil information is readily available.  Likewise tree roots will wrap around water and sewer pipes, so their presence is detrimental.  Trees are easily noted from aerials.  Likewise road with truck traffic create more vibrations on roads, causing rocks to move toward the pipe and joints to flex.  So with a little research there are at least 5 variables known.  If the break history or sewer pipe condition is known, the impact of these factors can be developed via a linear regression program.  That can then be used as a predictive tool to help identify assets that are mostly likely to become a problem.   We are working on such an example now, but suspect that it will be slightly different for each utility.  Also, in smaller communities, many variables (ductile iron pipe, pvc pipe, soil condition…) may be so similar that differentiating would be unproductive.  That also remains to be seen, which brings up another possible variable- the field perception – what do the field crews recall about breaks?  Are there work orders?  If so do they contain the data needed to piece together missing variables that would be useful to add to the puzzle?

After all we want to avoid this before it happens….

IMG_5040


Asset management plays a vital role to help minimize unnecessary or misplaced spending while meeting the health and environmental needs of a community. The goal is to provide strategic continuous maintenance to the infrastructure before total failure occurs.  Costs should be well distributed over the life of the asset to help avoid emergency repairs. Emergency repairs can cost up to multiple times the cost of a planned repair. Therefore the ultimate goal of asset management is to provide quality, economical infrastructure by identifying the system’s needs and addressing the needs appropriately.  At some point repairs cost more than replacement, or technology may make repairs obsolete.

An asset management program should be developed accordingly to the client’s goals and objectives. It consists of determining the selected area of study, type of system and the quality of data used for evaluation (see Figure 1).  Before a condition assessment can be determined, an inventory of assets needs to be established. Depending on the accuracy wanted, the data can be gathered in many ways ranging from onsite field investigation which could take a lot of time, to using existing maps, using maps while verifying the structures using aerial photography and video, or field investigations. Not doing destructive testing is important to reduce costs.  The question is how you do it.  One project we did was the downtown area of Dania Beach.  You can see the areas that are a problem.

Untitled

 

Figure 1

Asset Dania

FIgure 2


Public infrastructure has been poorly rated by the American Society of Civil Engineers and most public officials acknowledge the deterioration of the infrastructure we rely on daily.  However, many jurisdictions have limited information about their systems, and little data to use to justify spending.  The resistance to impose fees or taxes to upgrade infrastructure also remains high.  Hence the infrastructure tends to deteriorate further each year.  At present the United States spends about 1.6% of its GNP of infrastructure, as compared to 3.1 % prior to 1980.  Half as much money, and a large portion of that was for growth as opposed to repair and replacement.  Hence the need for better tools for asset management.

Utilities that utilize asset management programs experience prolonged asset life by aiding in rehabilitation and repair decisions while meeting customer demands, service expectation and regulatory requirements. The general framework of asset management programs involves collecting and organizing the physical components of a system and evaluating the condition of these components. The importance and the potential consequences associated with the failure of the individual assets are determined by this evaluation. Managers and operators can then prioritize which infrastructure are most critical to the operation of the system and furthermore which infrastructure to consider for repair, rehabilitation or replacement. It is a continuously reviewed and revised strategy that implements the acquisition, use and disposal of assets to optimize service and minimize costs over the life of the assets. An asset management plan (AMP) considers financial, economic and engineering goals in an effort to balance risk and benefits as they relate to potential improvement to the overall operation of the system.

Over the last 2 years, we have been working to develop a means to quickly, effectively and in a cost efficient manner to collect data and assess public infrastructure using simple, readily available means, without the need for significant training and expertise.  The idea was to use student efforts to coalesce a common evaluation without the need for destructive testing.  There are three successive projects used to improve the collection of data for ultimate use in an asset management program.   Students were provided with Leica and Trimble units to gather data.  For the first project, an app was created by FAU students that included photographic tools and entries to document the asset condition and location and permit offsite QA/QC from the cloud.  This app was initially developed for stormwater, but was updated to include all public assets for the second community. Data retrieval was created to be able to log data directly onto a smart phone or tablet in the field to save time and the information is instantly downloaded to the internet for quality assurance. The collection system also was programmed with a condition index to help with organization A session was held in the field with student groups to normalize the assessment process.  The approach began with an inventory and location of each asset. The assets were field inspected and assessed for condition.  A numbering system and photographic tools was used to document the asset condition.  This was accomplished by physically locating each asset in the field and marking it with a global position system (GPS) coordinate which allowed the data to be populated in a geographic information system (GIS) and organized with the other assets of the system

The results include this senior design project by our geomatics students. It is a 3-dimensional map of all infrastructure from the ground down on FAU’s Boca Raton campus. 800 acres and over 5000 points, many of which must be stitched together.  They also created building extrusions for a future project.  Very cool and useful from a tablet.  So the question is – do you have a 3D map of your utility?

Geomatics Engineering Senior Design Project 2016 (2)


WTPspiractorI have a question – what was the impact of the 2008 economic crisis on water and sewer infrastructure funding?  I have a hypothesis – the amount of monies transferred to non-water and sewer operations increased.  Is the hypothesis true?

The next question to answer is that if transfer monies increased, did they decrease once property values started to come back?  My hypothesis is no.

Finally what impact does this have on water and sewer infrastructure going forward?  I suspect that the answer is that we underfund infrastructure or justify the lack of funding through actuarial means (I actually had a utility director tell me that his pipes were designed to last 250 years.  Seriously.  Of course that is nonsense, but it is a means to keep your need for replacement funding down).

I have a student and we are working on these issues now.  We are going to gather data from several hundred utilities over the next six months, crunch 11 years of data and let’s find out.  If you or your clients are interested in adding your data to the mix, please send it to me.  I need 2005 -2015 expenditure info.  Also some operational data like ADF, MDF, miles of pipe, customers, treatment type and CCR. We will be publishing the results.   Should be interesting……


FLInt 2

As you probably know, the continuing saga in Flint has two state regulatory folks and an operator with the City of Flint under indictment.  Where that goes remains to be seen, but the Attorney General Bill Schuette felt something needed to be done.  But are the right people under indictment?   The charges are “tampering with evidence, and misconduct in public office,” but these are employees that few know or see and they were the ones dealing with the symptoms since they did not create the problem.  That means the harder question still is not addressed – there are engineers, managers and local officials who agreed to the change in water source for financial reasons, not public health reasons that precipitated this tragedy.  Where is that responsibility since all indications are that the change in water sources created a situation that could not be managed easily?  The question that those in Flint are likely is asking is whether the local officials going to skate on this?  It is worth asking because these incidents occur every few years, and the reasons are similar – a decision gets made for financial reasons by public officials, a problem happens, and there is a series of events that is uncovered that precipitates the concern.  The utility or City gets sued, but that simply means that the public (you and your neighbors) pay (and in Flint everyone was impacted, who do you collect from?).  The local officials are rarely challenged about these decisions and often accountability is lacking.  So the question is:  is the Attorney General done, or are there bigger fish to fry in Flint? And who are those fish?  Mayor?  Council? Managers? Consultants?  Legislators who cut regulatory funding?


IMG_2660Florida Atlantic University is hosting the first Arctic-Florida Symposium next week (May 3-5).   This is a big event and should prove interesting  I will be speaking. The idea is to evaluate the arctic and Florida and open some dialogue.   Florida and Alaska would seem to be opposites when it comes to many things.  Alaska is cold; Florida is the land of eternal summer.  Alaska has snow and blizzards; Florida has tropical storms with pounding rain.  Sea Level rise is a critical concern to much of Florida’s coast, but much of Alaska’s coast is mountains.  Temperatures affect the permafrost in Alaska, but heat is not new in Florida, where permafrost has not existed in millions of years, if ever.  So how are these two states, located over 5000 miles apart, similar?  That was the question posed before the Arctic-Florida conference in 2016.  The result was that Alaska and Florida share many commonalities, and there is much to learn from each other.  For example, population migration is at hand in Alaska.  It is in Florida’s future.  Likewise diseases have impacted at risk areas in Alaska, portending a potential future condition for southeast Florida.  Adaptation strategies are underway in Florida, which can help in Alaska.  Roads, water supplies, water storage, wastewater and storm water are all issues that pose challenges to both states, so there are answers in infrastructure adaptation  strategies.  Many common problems can be solved by sharing information.  The Florida–Alaska connection is an example of looking outside the box to find ideas that can be useful to those deemed to be far different.  More to come on this….

 


Fred+Bloetscher+Senate+Committee+Holds+Hearing+cQCSwINqgm3l

Water and wastewater utilities spend a lot of time dealing with current issues =- putting out “fires.”  But there are larger trends that will affect the industry.  Here are a couple recent topics that we should consider in our industry:

Will robots be doing all our repetitive jobs?  If so what does that mean for all the people doing those jobs now.  Most do not require a lot of skills, and many of those in the jobs that will be lost, do not have the skills for other jobs?  Does the $15 per hour minimum wage accelerate this transition?  How does this affect the water industry?  Meter readers might be replaced with AMR systems.  Customer service is already migrating to direct banking.  There is a change coming.

What does the driverless car mean for us?  I am thinking about an old Arnold Schwartzenegger movie.  For utilities the issue may be how we interact with unmanned vehicles, especially when what we do can be disruptive to traffic.  What happens if those cars get into an accident?  And Warren Buffett is thinking about the impact of this on the insurance industry.  He owns a lot of GEICO stock.  It is doubtful many utility vehicles will be unmanned, in the near-term, but do our manned vehicles and the potential disruption leave us open to greater risk of loss?

Speaking of Warren Buffett says the economy is far better than certain candidates suggest.  I tend to trust Mr. Buffett.  He’s been doing this a long time and has been fabulously successful.  But he notes structural changes to the economy like those noted above, are ongoing.  That will create conflict for certain professions that migrate to automation, much as manufacturing did in the 1970s.  He raises concern about what happens to those workers and suggests that we have not planned enough for those workers who get displaced as the economy undergoes continuing transitions.  In the late 1970s we had CETA and other jobs training programs as we moved from manufacturing to other jobs.  He does not see that in place now.  The at-risk – the poor, minorities, the less educated, rural citizens…. in other words, the usual groups will be hit harder than the rest of the population.  I don’t hear that discussion on the campaign trail but utilities may want to follow these trends is the hope that we can acquire some of the skillsets that we need.  Or provide that training.

Florida’s flood protection plan received a C- from a study called States at Risk.  It said Florida lacks a long term plan for rising seas, despite being vulnerable.  On an unrelated note, the state is expecting insurance premiums to increase 25% or more for flood insurance for homeowners.  And local officials are working busily on FEMA maps to exclude as many properties as possible from flood insurance requirements.  Maybe those things are all related, just at opposite purposes, but who is going to get the calls when flooding occurs?  Storm water utilities, and sewer systems where the manholes are opened to “facilitate drainage.”  The question is what the ratings are for other states as Florida was not the least prepared nor is it the only state with exposure.

A final current trend to think about is this:  Current sea level rise projections have increase the high end, but remained steady for the 50 percentile case.  By 2200 we may see seas at 10 ft higher. That would be a major problem for south Florida.  But the world population will be over 15 billion, which exceeds the carrying capacity of agriculture (at present projections and techniques).  It also places over half the world in water limited areas.  So sea level rise is going to be huge in south Florida, but will concern be localized because of more pressing issues?   Is the number of people going to be our biggest issue in 2200?  Note both will be critical for a large portion of those 15 billion people, but the solution to either is…..?

 


For your Reading Pleasure….

 

http://flintwaterstudy.org/

http://www.npr.org/2015/09/29/444497051/high-lead-levels-in-michigan-kids-after-city-switches-water-source

http://www.theatlantic.com/politics/archive/2016/03/flint-task-force-rick-snyder-blame/475182/

http://www.scientificamerican.com/article/flint-s-lead-tainted-water-may-not-cause-permanent-brain-damage/

http://www.floridatoday.com/story/news/local/environment/2016/03/19/solving-disinfection-byproducts-led-unintended-consequences/81447884/

http://www.vindy.com/news/2016/mar/20/few-knew-of-excess-lead-in-warrens-water/?mobile