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Monday, December 26, 2011

The Creative Process

About 15 years ago, I attended a course in Creative Thinking.  The instructor asked us to release our inhibitions, to let random thoughts come into our minds.  He emphasized that creative thoughts often appear when we are relaxed, daydreaming or in the shower.  All of that true.  But it misses the point about how to become a creative person.

This blog post is about the process of Creative Thinking.  Creative Thinking can be learned, and it can be practiced.  It is a set of very specific steps, in a specific order.  This blog post is about those steps, and how to prepare for the creative moment (and what to do afterwards).  Please take a tour, try some exercises, and practice the Creative Process.



Creativity is a deliberate process that clever people use to solve problems.  Creativity is not taught in school; it is usually self-discovered.  But it is clear that creative people have independently discovered the same process and are applying the same methods.  Creativity can be learned, and it improves with practice.

Here is what I see in creative people.  They work very hard.  They are passionate about their subjects; they become experts; they use visualization and drawings; and they use specific thought processes to solve their problems.

Creativity is equal parts analysis and imagination. Through the steps of the creative process, you will alternate your focus of your thinking from imaginative to analytical several times.
We will contrast Plato—truth is found in the mind and imagination, with Aristotle—truth is found through objective observation.  Creative people know that both are required.

 Betty Edwards, author of “Drawing on the Right Side of the Brain”, and “Drawing on the Artist Within”, describes these steps in the creative process.


What does First Insight look like?
It’s usually a picture.  I like this sketch of a flying machine by Leonardo da Vinci, because it has the character of a frantic idea scribbled on the back of a bar napkin.


The other part of a first insight is reducing that visual insight to a question.  A questioning attitude is important for developing first insights, and framing a question the right way is critical to its solution.  This is our first example of alternating between visual and analytical processes.
 What are you really trying to solve?
Start with the end in mind, and use visualization techniques and sketches to define it (visualization).  Then transform the vision into a question or goal (analysis).

Feynman's diagrams, which he developed as a personal visualization tool, became the foundation of his work for which he received the Nobel prize in physics. 







People in artistic pursuits also practice a kind of data saturation, as appropriate to each field.   A jazz musician must practice hundreds of musical patterns, modes, chords, and arpeggios, becoming fluent in all 12 scales.  A ballet dancer learns the language of gesture and form; a painter studies the masters and practices technique and composition.  For writers, it is said that the first million words are practice.






































A powerpoint presentation of this course is available by request.  
Copyright Doug Robbins 2011.

Tuesday, December 13, 2011

Peak Oil III: Forecasting Future Oil Discoveries


Much of the work presented below was performed and published by Jean Laherrere, co-author of a seminal paper "The End of Cheap Oil", published in Scientific American in 1998.  Mssr. Laherrere is a member of the Association for the Study of Peak Oil.   Many thanks for the availability of his work.  Links are shown below.

Abstract:
Historical trends in oil exploration ("creaming curves") provide a basis for forecasting the volume of future oil discoveries.  Historical trends strongly indicate diminishing returns with time and exploration effort (number of exploration wells).  Extrapolation of regional and global trends provides good agreement, that about 170 billion barrels of new reserves will be discovered by the year 2030, or about 200 billion barrels including heavy oil.   By comparison, projected production and consumption greatly exceed the forecast of new discoveries, with about 770 billion barrels expected to be produced and consumed.   Production by the year 2030 will exceed the volume of new reserves discovered by about 4-fold.  There is no reasonable extrapolation of historical discovery trends that would allow reserve replacement on a global scale.
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The history of oil exploration shows certain statistical trends which can be eused to predict future results.  Historical results reflect the intersection of markets, engineering, available capital, political and geographical boundaries, and the geologic occurrence of oil in the earth.  Despite huge improvements in engineering and exploration technology; increased exploration drilling; and the exploration of deep water, remote, and arctic regions, the total volume of new oil discoveries has been declining since the 1960's.  Although new technologies have improved the rate of exploration success; the size of newly discovered fields has become smaller, in a 50-year continuous trend.  

New technologies for oil exploration and production will undoubtedly emerge.  But will the new technologies of the current generation have any greater impact than the new technologies of the previous generation?  It seems to me that the volume of new oil discoveries continue to decline, reflecting the geologic availability of oil, and limits on the accumulation of physical capital.  Let's look at the data, and see what we can predict according to the extrapolation of historical trends in oil exploration.

There are a couple of basic laws of oil exploration, which are virtually never violated. 
First law:  Within any given area, there are very few large fields, and very many small fields. (Geologists say that oil field sizes follow a log-normal or parabolic fractal statistical distribution.)   The existence of a large field implies the existence of small fields nearby.   In my experience in oil development in the Gulf of Mexico,  smaller satellite fields always occurred in the neighborhood of a large field.  As a rule of thumb, I found that the small, satellite fields surrounding a large field would add an incremental 40% or 50% to the reserve potential of the large field.  Like fractals, oil fields occur in self-similar patterns independent of scale.
Second Law:  Within a given area, fields are generally discovered in rank order according to size.    Large fields are easier to find, and geologists usually find the biggest fields first.  Here is a figure showing the history of gas discoveries in shallow water of the Gulf of Mexico.   
Figure 1.  Gas fields discovered in shallow water (U.S. waters) of the Gulf of Mexico, by discovery year.  Bubble size indicates field size (ultimate recoverable reserves).

Large fields were found beginning in the earliest days of offshore exploration, and diminishing field sizes followed.  A dramatic fall-off in the size of new field discoveries occurred in the mid-1980’s.  The industry’s continuing efforts in shallow-water exploration were essentially wasted, considering the expense of the exploration effort and the results achieved.   The single large recent discovery in the shallow water gulf of Mexico is the Davy Jones discovery at a depth of about six miles.   The energy return on energy invested (EROI), and the economic return in exploring for such targets remains in question, in my opinion.

Another figure from the Gulf of Mexico shows the decline in oil-field size over time, even as more fields are discovered.    Although more fields are being discovered, the total volume of newly discovered hydrocarbons diminishes.  The energy return and economic return from those discoveries are usually subject to diminishing returns.
Figure 2.  Number of discovered fields (bar graph) and mean field size (line) by discovery year; Gulf of Mexico.

The global plot of average field size over time shows the same thing.   With increasing maturity and technology, success rates rise, but field sizes diminish.  Overall, discovery volumes diminish with time, as we have previously seen in discussions of peak oil.
Figure 3.  Global average oil field size and exploration success ratio, by discovery year.

Another presentation of the diminishing field sizes is a cumulative graph of reserves discovered.   The graph is called a “creaming curve”, and cumulative reserves are graphed against time, the number of exploration wells, or the number of fields discovered.   Here is the world creaming curve, presented as a function of number of fields discovered.   The inflection of the curve shows that new field discoveries are progressively smaller and smaller.

Figure 4.  The Global Creaming Curve.  Horizontal axis is the number of fields discovered; the vertical axis is volume of reserves found.  The dark green curve includes heavy oil; the light green curve does not.  Red is gas; the blue curve is the cumulative count of exploration wells.


The creaming curve can also be presented in terms of time.  The global curve shows less of an inflection, but it should be noted that extending the trend of new oil reserves requires progressively more effort for every barrels.  I will present the creaming curve by discovery year, in order to forecast future discoveries by a given date.  Let's look at the globe, region by region.
Figure 5.   Creaming Curve for the Middle East.
The Mid-East shows a very mature creaming curve.  The flattening of the cumulative discovered reserves shows a serious decline in the size of newly discovered fields.  The light blue line, showing the number of exploration wells, shows that exploration effort has increased rather than decreased with time, but with progressively diminishing results.  (Excuse me, I obscured the scale to modify the chart.  There are about 4400 exploration wells.)   The historic trend suggests that about 10 billion barrels of new reserves will be discovered in the Middle East by the year 2030.
Figure 6.  Creaming Curve for Africa
Extrapolation suggests that 35 billion barrels can be discovered by 2030.  Prospective areas include deep water in the Atlantic offshore, central African rift basins, deep water Mediterranean and frontier desert basins in Libya and Egypt.
Figure 7.  Creaming Curve for Asia (without the former Soviet Union).
Extrapolation suggests 35 billion barrels of new reserves by 2030.  Prospective areas include the South China Sea (currently the subject of territorial disputes between China and other SE Asian countries), deep water Indonesia, offshore Pakistan and India.


Figure 8.  Creaming Curve for the Former Soviet Union.
Extrapolation suggests that 15 billion barrels will be discovered in the Former Soviet Union by 2030.   Prospective areas include the Caspian region, central Asian countries (e.g. Turkmenistan), eastern Barents Sea, Kara Sea, eastern Siberia, sea of Okhtosk, and Siberian arctic and offshore.   The large diversity of frontier geologic targets suggests to me that results might well exceed the historical trends.  But available capital, transportation issues, and markets may impede the exploration of these remote places.
Figure 9.  Creaming Curve for Europe.
Europe shows a very mature creaming curve.  A relatively minor 5 billions barrels can be expected to be found by 2030. Future potential may be found in the deepwater Mediterranean, the western Barents Sea, west of Shetlands Atlantic margin, and in shale oil on the continent.
Figure 10.  North American Frontier Creaming Curve.
Extrapolation suggests 17 billion barrels of new reserves by 2030.   Prospective areas include the Eastern Gulf of Mexico (offshore Florida), deep water offshore southern California, Mexican and Cuban deep water Gulf of Mexico, the Alaskan arctic offshore, including the Chukchi Sea.  Political and environmental issues are likely to prevent access to these areas for exploration and production for the foreseeable future.
Figure 11.  Latin and South America Creaming Curve
South America has seen some of the largest discoveries in recent years, with supergiant oil fields recently discovered in the sub-salt play of Brazilian deep water, following on giant oilfields discovered in the deepwater Santos Basin in the previous two decades.  Extrapolation of the current trend suggests that 50 billion barrels of new oil will be discovered by 2030.  Some moderation of the trend is expected, as massive capital will be needed for the development of existing discoveries.  Capital will primarily flow to development projects, rather than to additional exploration.  Still, some exploration drilling will take place, and the knowledge gained from existing discoveries will aid in future exploration.

The total forecast of new discoveries by region adds up to 167 billion barrels by the year 2030.

Middle  East                                       10
Africa                                                 35
Asia (ex-Soviet Union)                       35
Former Soviet Union                          15
Europe                                                 5
      Eastern Hemisphere Subtotal                      100 Billion Barrels
North America Frontier                      17
Latin America                                     50

      Western Hemisphere Subtotal                       67 Billion Barrels


Figure 12.   The Global Creaming Curve.   Extrapolation indicates 170 billion barrels of new conventional reserves by the year 2030; or 200 billion barrels including heavy oil.
There is good agreement between forecast future discoveries by region and the total extrapolated from the global creaming curve.

The principle flaws or criticisms of extrapolation from creaming curves include:  1)  The creaming curve represents only past experience, and doesn't include potential from new regions.  Large oilfields might be found offshore Greenland, in parts of the Pacific, the Black Sea, the Arctic, or even in the Eastern Gulf of Mexico, 2)  The creaming curve doesn't account for possible new exploration or production technologies, or 3) The creaming curve doesn't account for large volumes on unconventional resources, such as shale oil or tar sands.
It is possible that any of these, or some combination of these, may result in a reversal of historical trends, and that large and economic volumes of oil will be found and brought to market.
However, it is worth remembering that the historical record ALREADY includes discoveries and production from new regions, notably the revolutions of offshore exploration, deep water exploration, and arctic exploration.  Substantial improvements in technology are also already part of the existing historical record.  And while unconventional resources are only beginning to have a substantial impact on global production, realizing large gains from these resources will require the slow accumulation of financial and physical capital, and may be subject to limits in the availability of enabling resources, such as natural gas and water.
In sum, historical trends of exploration results (particularly on the global scale) form a legitimate basis for forecasting the volume of future oil discoveries.

As a final point, we should compare our forecast of new discoveries to the year 2030 to the volume expected to be produced through the year 2030.  Global production in 2010 was about 31.7 billion barrels (about 87 million barrels per day).  Assuming the IEA (International Energy Agency) estimate of 1.4% annual growth in production and demand, production in the year 2030 will total 41.9 billion barrels.  And cumulative production from 2010 to 2030 will be 768 billion barrels.  Production to the year 2030 will exceed the volume of new reserves discovered by about 4-fold.   There is no reasonable extrapolation of historical discovery trends that would allow reserve replacement on a global scale.

http://www.hubbertpeak.com/laherrere/bibliography.pdf
http://aspofrance.viabloga.com/files/JL_Sophia2010_part1.pdf
http://aspofrance.viabloga.com/files/JL_Sophia2010_part2.pdf

Wednesday, December 7, 2011

Peak Oil II: Oil Production by Hemisphere

Daniel Yergin, author of “The Prize” and “The Quest”, chairman of Cambridge Energy Research Associates, recently wrote an interesting opinion for the Washington Post.  Yergin speaks of a new world oil map, centered not on the Middle East, but centered in the Western Hemisphere.   Yergin cites production from Canadian oil sands, shale oil in the United States, and deepwater discoveries in Brazil, as remaking the global oil map.
Is Yergin right?   Does this make any sense?

In a nutshell, by my review of the data it does not make sense, at least in the near term.  New sources of oil in the Western Hemisphere will require massive amounts of capital, and long lead times for the accumulation of physical capital (rigs, processing plants, pipelines, etc.).   Oil sands production will be limited by available water and gas resources, and oil shale production will be constrained by land use issues and environmental opposition.   All of these sources of production will have low Energy Return on Energy Invested, meaning that there is little excess value to encourage investment, or to allow government support or taxation.  (See my earlier post regarding EROI http://dougrobbins.blogspot.com/2011/09/energy-return-on-investment.html).
Let’s look at some data.
This figure is available as an interactive graphic on-line:  http://chartsbin.com/view/wyw

The Middle East is the largest petroleum producing region.   Production in 2008 was over 26 million barrels per day; production has also been increasing faster than any other region for the past two decades.    On average, Middle East oil production has increased 2.6% annually for over two decades.  The Eastern Hemisphere produces 62 million barrels per day (2008) or 75% of global supply.  The Western Hemisphere produces 20 million barrels per day, or 25% of global supply. 

Now let's look at the new production sources cited by Daniel Yergin.
Canadian oil reserves are reported to be 2nd largest in the world, behind Saudi Arabia.  Canadian reserves consist of 5 billion barrels of conventional oil, and 173 billion barrels of oil sands.  Properly speaking, the oil sands are not reserves, but contingent resources.  The capital and resources required for production must be obtained, before the oil sands can be classified as reserves.   Resources are not production.  Canadian geologist David Hughes estimates that oil sands production will be limited to 2.5 million barrels per day, due to limits on natural gas and water required for production, and light oil dilutants required for transportation.  http://www.aspo-usa.com/fall2006/presentations/pdf/Hughes_D_OilSands_Boston_2006.pdf


Canadian production is currently 3.2 million barrels.   Production is expected to increase by about 1 million b/d by 2020.

North Dakota currently produces 350,000 barrels per day; there are estimates that production could double within a decade, and pipeline capacity is being constructed to carry 1 million barrels per day.
It is likely that success can be duplicated in other regions (Eagle Ford shale, Texas; Niobrara shale, Great Plains; Green River Shale, Wyoming).  According to a US Government report, an aggressive goal for shale oil development in the United States would be 2 million barrels per day by 2020. http://fossil.energy.gov/programs/reserves/npr/publications/npr_strategic_significancev1.pdf

Brazil produces 2.6 million barrels per day (2009 data).  Brazil’s production has been increasing at about 4.5 % per year, and could add another 1.3 million barrels per day in ten years.  New exploration discoveries are located in deep water offshore Brazil's southern coast, and are found under a thick layer of salt.  Although new reserves may total 40 billion or 50 billion barrels, these will be very expensive and difficult fields to develop.  http://lucian.uchicago.edu/blogs/bric/files/2011/05/Afonso-H.M.-Santos-Brazilian-Energy-Overview1.pdf
To sum up, expected incremental production in the Western Hemisphere is about 4.3 million barrels per day by 2020.   If all other production remains constant, the Western Hemisphere share of global production would increase from 25% to 28%, a noticeable increase, but in no way does this re-center the world oil map on the Western Hemisphere. 
It is true that Canadian oil sands, U.S. oil shale, and Brazilian deepwater discoveries represent large oil resources.  But development will require massive amounts of capital, long lead times, and are subject to limits of necessary resources.   Much of this development will also be subject to strong environmental opposition.

What was Yergin thinking?   He is focused on contingent resources, rather than proved, production-ready reserves.  He may be focused on potential investment opportunities for Western oil companies.  In the very long run, it may be possible to significantly increase Western Hemisphere oil production, but only with high investment costs and long delay, and it is unlikely to shift the geopolitical balance of Western dependence on oil from the Eastern hemisphere.

Yergin poses a good question.  Where will future oil production come from?   I'm preparing two additonal posts; one regarding the likely location and size of future oil discoveries, and another regarding oil production forecasts to the year 2030.
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Postscript:
Posts written after this article considered other aspects of Peak Oil.  In each, the Eastern Hemisphere shows potential from more future production than the Western Hemisphere.  The Eastern Hemisphere shows greater potential for future oil discoveries; greater potential for increasing recovery from existing oil fields; and greater potential from discovered, but undeveloped new fields.

Peak Oil III:  Forecasting Future Oil Discoveries:
http://dougrobbins.blogspot.com/2011/12/forecasting-future-oil-discoveries.html
Historical trends show that about 100 billion barrels of new reserves will be discovered in the Eastern Hemisphere by the year 2030, while only 67 billion barrels will be discovered in the Western Hemisphere.

Peak Oil IV:  Recognition Lag and Reserve Growth


Mature giant oil fields in the United States have produced about 35% of original oil in place, and are approaching the technical limit of recovery.   Globally, and particularly in the Middle East, giant oil fields have only produced about 22% of original oil in place.  There is greater potential for reserve growth in the Eastern Hemisphere than the Western Hemisphere, as re-development, secondary and tertiary recovery methods are applied to these fields.

Peak Oil V:  Discovered, Undeveloped Reserves in the Middle East
http://dougrobbins.blogspot.com/2012/02/peak-oil-v-discovered-undeveloped.html
Production from the Middle East has been dominated by a small number of giant and supergiant fields.   The large fields imply the existence of many smaller fields which have not yet been developed or produced.  About 1300 fields without significant production are indicated in summary tables; these may contain about 300 billion barrels.   Again, the advantage is to the Eastern Hemisphere.
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References and Credits:
Many thanks to Carleton '78 classmate Anne Croley, who brought the Daniel Yergin article to my attention.
http://www.thisismoney.co.uk/money/markets/article-1707785/BG-set-to-raise-Brazilian-oil-find-forecast.html
http://www.adn.com/2011/01/02/1629025/north-dakota-oil-production-is.html
http://www.msnbc.msn.com/id/43085246/ns/business-oil_and_energy/t/bubbling-crude-americas-top-oil-producing-states/
http://www.eia.gov/state/state-energy-rankings.cfm?keyid=28&orderid=1
http://www.eia.gov/countries/