Stories tagged with "logistic"
Peak Oil Update - July 2009: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on July 7, 2009 - 10:05am
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, original, rembrandt koppelaar, robelius, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 15 models that are predicting a peak before 2020 (Bakhtiari, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45], Robelius Low/High, HSM,Duncan&Youngquist). 95% of the predictions sees a production peak between 2008 and 2010 at 77.5 - 85.0 mbpd (The 95% forecast variability area in yellow is computed using a bootstrap technique). The magenta area is the 95% confidence interval for the population-based model. Click to Enlarge.
Peak Oil Update - August 2008: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on September 13, 2008 - 8:00pm
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, original, rembrandt koppelaar, robelius, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 14 models that are predicting a peak before 2020 (Bakhtiari, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45], Robelius Low/High, HSM). 95% of the predictions sees a production peak between 2008 and 2010 at 77.5 - 85.0 mbpd (The 95% forecast variability area in yellow is computed using a bootstrap technique). Click to Enlarge.
The Derivation of "Logistic-shaped" Discovery
Posted by Nate Hagens on June 26, 2008 - 10:00am
Topic: Geology/Exploration
Tags: gaussian, logistic, m. king hubbert, original, verhulst, webhubbletelescope [list all tags]
| This is a guest post from WebHubbleTelescope. The post addresses the origins and relevance (or lack thereof) of the logistic equation as it is commonly used in projecting/modeling oil production forecasts. As far as I can see, this is the first time anyone has succeeded in deriving the Logistic oil model from first principles. I will follow this with a post on the Maximum Power Principle next week, which in my opinion may shed light on the logistic curve from the perspective of oil 'demand' (as opposed to supply). |
Many people believe that the Logistic equation adequately models the Hubbert peak. This comes about for a few reasons:
- We can (often/occasionally) get an adequate heuristic fit to the shape of the production data by matching it to a logistic sigmoid curve.
- The logistic-growth formula dU/dt = U(U0-U) carries some sort of physical significance.
- The logistic has hung around for a long time, in modern terms, therefore it must have some practical value.
The limit of the statistic R/P in models of oil discovery and production
Posted by Chris Vernon on January 22, 2008 - 1:00pm in The Oil Drum: Europe
Topic: Supply/Production
Tags: logistic, oil production, oil reserves [list all tags]
"2005 was a third consecutive year of rising energy prices. Tight capacity, extreme weather, continued conflict in the Middle East, civil strife elsewhere and growing interest in energy among financial investors led to rising prices", said Lord Browne, CEO of BP plc. "Although energy prices have increased, there has been no physical shortage of either oil or gas." According to the BP Statistical Review of World Energy 2006, oil holds a reserves-to-production ratio of 40 years, gas of some 65 years and coal of 162 years. With the advancement of technology, more energy resources will also be discovered in the future."Quote taken from the BP China Website. (Note: Lord Browne is no longer CEO of BP.)
Peak Oil Update - December 2007: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on December 29, 2007 - 1:00pm
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, rembrandt koppelaar, robelius, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts. This post is dedicated to the memory of Dr. Ali Morteza Samsam Bakhtiari who passed away last October.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 13 models that are predicting a peak before 2020 (Bakhtiari, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45], Robelius Low/High, HSM). 95% of the predictions sees a production peak between 2008 and 2010 at 77.5 - 85.0 mbpd (The 95% confidence interval is computed using a bootstrap technique). Click to Enlarge.
Peak Oil Update - September 2007: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on September 22, 2007 - 10:15am
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, rembrandt koppelaar, robelius, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 13 models that are predicting a peak before 2020 (Bakhiarti, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45], Robelius Low/High, HSM). 95% of the predictions sees a production peak between 2008 and 2010 at 77.5 - 85.0 mbpd (The 95% confidence interval is computed using a bootstrap technique). Click to Enlarge.
Executive Summary:
- Broad revision (from 1980 to 2004) by the EIA this month but not significant in amplitude.
- Monthly production peaks are unchanged:
- All
Liquids:
the peak is
still July 2006 at 85.54 mbpd (
0.11 mbpd), the
year to date average production in 2007 (6
months)
is 84.28 mbpd (
0.02 mbpd), down 0.07 mbpd from 2006 for the same period. - Crude Oil
+ NGL:
the peak date remains May 2005
at 82.09 mbpd (
0.01 mbpd),
the
year to date average production for 2007 (6
months)
is 81.20 mbpd (
0.04 mbpd), down 0.06 mbpd from 2006. - Crude Oil
+ Condensate: the peak date remains May 2005 at 74.30
mbpd (
0.15 mbpd),
the
year to date average production for 2007 (6
months)
is 73.23 mbpd (
0.14 mbpd), down 0.25 mbpd from 2006. - NGPL:
the peak date is still February 2007 at 8.03 mbpd (
0.21 mbpd),
the
year to date average production for 2007 (6
months)
is 7.97 mbpd (
0.18 mbpd), up 0.19 mbpd from 2006. - Decline in crude oil + condensate continues: June 2007 estimate for crude oil + condensate is 72.82 mbpd compared to 73.11 mbpd one year ago and 73.92 mbpd two years ago.
- Average forecast: the average forecast for crude oil + NGL based on 13 different projections (Figure above) is showing a kind of production plateau around 81 +/- 4 mbpd with a decline after 2010 +/- 1 year.
Peak Oil Update - June 2007: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on June 14, 2007 - 11:53am
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, rembrandt koppelaar, robelius, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 12 models that are predicting a peak before 2020 (Bakhiarti, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45], Robelius Low/High, HSM). 95% of the predictions sees a production peak between 2009 and 2011 at 78.23 - 87.12 mbpd (The 95% confidence interval is computed using a bootstrap technique). Click to Enlarge.
Executive Summary:
- Monthly production records are unchanged except for NGPL:
- All Liquids: the peak is still July 2006 at 85.43 mbpd, the year to date average production in 2007 (2 months) is 84.26 mbpd, up 0.2 mbpd from 2006.
- Crude Oil + NGL: the peak date remains May 2005 at 82.08 mbpd, the year to date average production for 2007 (2 months) is 81.24 mbpd, down 0.06 mbpd from 2006.
- Crude Oil + Condensate: the peak date remains May 2005 at 74.15 mbpd, the year to date average production for 2007 (2 months) is 73.09 mbpd, down 0.25 mbpd from 2006.
- NGPL: the peak date is now February 2007 at 8.24 mbpd, the year to date average production for 2007 (2 months) is 8.15 mbpd, up 0.19 mbpd from 2006.
- Decline in crude oil + condensate continues: February 2007 estimate for crude oil + condensate is 73.35 mbpd compared to 73.47 mbpd one year ago.
- New forecasts added: Projections from Frederik Robelius and the Hybrid Shock Model.
- Average forecast: the average forecast for crude oil + NGL based on 12 different projections is showing a kind of production plateau around 83 +/- 4 mbpd with a decline after 2010 +/- 1 year.
Le Pic Pétrolier - Février 2007: Prévisions et les derniers chiffres de l'EIA
Posted by Sam Foucher on February 26, 2007 - 11:32am in The Oil Drum: Canada
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, oil prices, rembrandt koppelaar, stuart staniford [list all tags]
Une revue des dernières estimations de la production mondiale de pétrole publiées mensuellement par l'EIA (Agence Américaine de l'Énergie) ainsi qu'une revue, non exhaustive, de différents modèles et prévisions sur la production future.

Fig 1.- Production mondiale mensuelle (EIA mensuelle) pour pétrole brut + NGL. Le modèle médian est calculé à partir de la médiane des 9 modèles qui prévoient un pic avant 2020 (Bakhiarti, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45]). Cliquez pour agrandir.
Cet article est la version française de l'article situé ici
Peak Oil Update - February 2007: Production Forecasts and EIA Oil Production Numbers
Posted by Sam Foucher on February 26, 2007 - 11:30am
Topic: Supply/Production
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, rembrandt koppelaar, update [list all tags]
An update on the latest production numbers from the EIA along with graphs/charts of different oil production forecasts.

World oil production (EIA Monthly) for crude oil + NGL. The median forecast is calculated from 9 models that are predicting a peak before 2020 (Bakhiarti, Smith, Staniford, Loglets, Shock model, GBM, ASPO-[70,58,45]). Click to Enlarge.
Executive Summary:
- Monthly production records are unchanged:
- All Liquids: the peak is still July 2006 at 85.47 mbpd, the year to date average production in 2006 (11 months) is 84.59 mbpd, up 0.01 mbpd from 2005.
- Crude Oil + NGL: the peak date remains May 2005 at 82.08 mbpd, the year to date average production for 2006 (11 months) is 81.40 mbpd, down 0.03 mbpd from 2005 (11 months).
- Crude Oil + Condensate: the peak date remains May 2005 at 74.15 mbpd, the year to date average production for 2006 (11 months) is 73.48 mbpd, down 0.09 mbpd from 2005 (11 months).
- NGPL: the peak date remains February 2005 at 8.05 mbpd, the year to date average production for 2006 (11 months) is 7.92 mbpd, up 0.06 mbpd from 2005 (11 months).
- No major revisions on the previous monthly estimates in this month release.
- Weak growth continues: November 2006 estimate for crude oil + condensate is 73.41 mbpd compared to 74.11 mbpd one year ago.
A French version is also available on TOD:Canada here
Le Pic Pétrolier - Janvier 2007: Prévisions et les derniers chiffres de l'EIA
Posted by Sam Foucher on January 15, 2007 - 11:00am in The Oil Drum: Canada
Topic: Alternative energy
Tags: ali morteza samsam bakhtiari, bp, chris skrebowski, eia, logistic, loglets, m. king hubbert, oil, oil prices, rembrandt koppelaar, stuart staniford [list all tags]
Une revue des dernières estimations de la production mondiale de pétrole publiées mensuellement par l'EIA (Agence Américaine de l'Énergie) ainsi qu'une revue, non exhaustive, de différents modèles et prévisions sur la production future.

Fig 1.- Production mondiale mensuelle (EIA mensuelle) et différentes prédictions (2001-2027). Cliquez pour agrandir.
Quoi de neuf?
- Michael Smith, Energy Institute (Monde, CO+NGL, 2006)
- Michael Smith, (Arabie Saoudite, 2006)
Cet article est la version française de l'article situé ici


k Nation (Jim Kunstler)






GAIA Host Collective