4/8/2010

Attacking some wind myths, Part 7.
Filed under: Energy,General,Technology,Wind — nobrainer @ 2:41 pm

[EDIT: I received an email from Kent Hawkins informing me that I correctly identified a mistake and that he has since corrected the problem in his calculator. Thanks, Kent. Sorry for the sarcasm here.]

I began Part 6 by saying that “one of my new favorite blogs” is “MasterResource”. I’ve since edited that post because I ended up publishing it several weeks after I wrote it and, in that time, realized that the blog isn’t that great.

Case in point: Poster Kent Hawkins has created a CO2 savings calculator. He seems very proud of it. He’s even made updates to it!

The model relies on this graph. It uses a percent reduction in efficiency due to required turndown and applies a corresponding CO2 penalty.

CO2 Rate

The model seems reasonable; reductions in efficiency lead to CO2 rate (the amount of CO2 released per unit of electricity) penalties.

Seems.

But the model is wrong. As are the outputs, which frankly don’t pass the sanity check.

First, let’s consider the sanity check. Based of the initial post, there’s a chart showing fuel reduction for a given scenario (the scenario is has major flaws, but that’s not the point of this post).

Fuel Saving Scenarios

Then we see that for the scenario, despite fuel savings, we can actually have CO2 emission increases.

CO2 Emissions Changes

Let’s sanity check that. The model assumes all the fuel is natural gas. The model reports that less natural gas is being used. And the model reports that more CO2 is being emitted. In other words, the CO2 per unit of natural gas is increasing. The model says that natural gas is a variable carbon content fuel. That is insane. Thus, the sanity check fails.

Going back to the initial graph, we see that for a given efficiency and fuel type (i.e. any spot on a curve) there’s a corresponding CO2 rate. For proper analysis, Kent should not be assigning a pre-defined penalty based on some efficiency change. Rather he need only pick the CO2 rate of the curve that corresponds the efficiency in question and thence proceed.

I’ve re-created the given graph for natural gas fired plants.

Natural Gas Plant CO2 rate VS Plant Efficiency

You can create a similar graph for heat rate (the amount of fuel burned to product a unit of electricity). This is another way of viewing efficiency.

Heat rate VS percent efficiency

The heat rate and CO2 rate graphs are very similar you’ll notice.

So similar, that if you plot heat rate VS CO2 rate, you get a straight line!

Natural Gas CO2 rate VS Heat Rate

Let me change the values on the y-axis.

Natural Gas CO2 rate VS Heat Rate

It’s still a straight line, and the coefficient is 117.08 lb/MWh… exactly what the EIA says it is. And why is that? Because that’s how you properly convert. I multiplied the heat rate by the CO2 coefficient. The CO2 coefficient for a fuel is not going to change based on plant efficiency. The change in CO2 has to be directly proportional to the change in quantity fuel used.

Here’s the data for my charts:

Data Table - Heat Rate and CO2 Rate VS Percent Efficiency

Kent Hawkins should have used the above graph in the model. If he had, then he wouldn’t have created variable carbon content fuel. He should also have sanity checked his work. Hopefully he and the others at MasterResource will approve my comment, notice it, correct their model and their faulty conclusions.

collapse Wayne Haiten Says:

Interesting comments, but I’m looking at MasterResource and I can’t find any of your comments there. They will be quite happy to answer your critique – without a bunch of rude, inconsiderate, insulting ad-hominem attacks. Peter Lang at BraveNewClimate.com would appreciate any rational, sensible criticism of his similar work that you can provide. So if you think they’re wrong, let’s see you go there and provide your critique.

 
 
collapse Kent Hawkins Says:

I came across this recently and based on the dates of some comments believe a comment by myself is necessary. I believe a reference to this comment was placed on the first posting of the calculator. I did make changes to the calculator and posted them. I do not recall any change made as a result of the article here.

One thing to be clear about. The calculator does not contain the notion that for the same gas consumption the resulting emissions can increase. The misunderstanding is possibly based on the the consideration that for a given amount of electricity produced the gas consumption can vary if the gas plant is forced to alter its electricity output over time versus a steady production of the same amount of electricity. Just as in a car the gas consumed for a given distance will vary depending how the car is driven over the distance in question.

Here is my comment posted on the site in response:

My response to the comments by Anatomy of a Wind Myth have been delayed due to the press of other activities. There is little merit in the analysis and knowledge of the matters raised by the author of “Anatomy”, and this will be dealt with quickly here. Here are some highlights:

• The author depends extensively upon ad hominem arguments, which is a very questionable tactic in this type of discussion.
• I did not help write the le Pair and de Groot paper. Their method of analysis is quite different from that used in my calculator. I did point out some mathematical issues in one of the tables, which the authors acknowledged, and they do cite one of my papers. Neither of these, or both together, is hardly evidence that I “helped to write” their paper.
• The author points out the presence of a reasonable, standard warranty disclaimer in the Bentek report, which is presumably done in an attempt to cast doubt on its results.
• In the analysis of the Bentek Colorado case, he makes the all-too-frequent, and ill-informed, mistake of assuming the fossil-fuel electricity production is directly related to emissions. The two are not well correlated, say year over year, for many reasons including changes in: (1) the mix of fuels, (2) actual despatch of available generation resources, (3) net interstate trade in electricity, (4) introduction of new plants and retirement of old, and (5) installed technology that improve the efficiency of a plant or that incorporate technologies for removing emissions. A good example of this can be seen at http://www.masterresource.org/2010/09/windpower-overblown-part-ii/#more-11930 in Figure 3.
• In his criticism of the Bentek Colorado analysis (some of which is reasonable), he does not mention their analysis of the Texas case, which confirms the admittedly more limited Colorado results.
• The author does not understand the Katzenstein and Apt study. His points are addressed in Part II to this post at (http://www.masterresource.org/2009/11/wind-integration-incremental-emissions-from-back-up-generation-cycling-part-ii/ and with a more careful look at the cited report. Katzenstein and Apt properly point out the limitations of their analysis. The casual reader might miss this.
• With respect to the Milligan report, see my critique of this at http://www.masterresource.org/2009/12/wind-integration-incremental-emissions-from-back-up-generation-cycling-part-iii-response-to-comments/
• As I have pointed out elsewhere (http://www.masterresource.org/2009/12/wind-integration-incremental-emissions-from-back-up-generation-cycling-part-iii-response-to-comments/ , the correlation of production between wind plants up to distances of 1,000 km, and more, is still positive. Zero correlation would produce a random result with increased range of variation. Any smoothing effect would require significant negative correlation. As in the case of help from improved forecasting of wind well in advance and for short time intervals (significantly sub-hour) is a faint hope.

In summary, there is not much in the way of bones in this “anatomy”.