RESULTS: Statistical Analysis of MPG -- Long
#26
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Squidward, you are right. Occam's razor holds true once again.
Originally posted by Squidward
Norton deserves an A for effort, but In the end, his lengthy analysis only confirms the obvious. I think most people would have come to that conclusion without much effort.
Hard driving spends more fuel.
Highway driving gives better mileage than city driving (as indicated by all MPG reports).
Tell me I'm wrong, but that's pretty damn obvious.
Norton deserves an A for effort, but In the end, his lengthy analysis only confirms the obvious. I think most people would have come to that conclusion without much effort.
Hard driving spends more fuel.
Highway driving gives better mileage than city driving (as indicated by all MPG reports).
Tell me I'm wrong, but that's pretty damn obvious.
#27
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Originally posted by norton
Interesting Finding:
One BIG outlier in the Actual vs Estimate Graph is the last observation (canzoomer). After doing a bit of forum reading a little while ago, I just discovered he's done some significant work on his engine. Both HP and Torque increased substantially. This is likely one major reason for canzoomer's Actual MPG so much less than the Estimated MPG. I was hoping there was some "external" factor unique to canzoomer's situation that would explain such a large deviation. Perhaps the power increase came at the cost of MPG
Interesting Finding:
One BIG outlier in the Actual vs Estimate Graph is the last observation (canzoomer). After doing a bit of forum reading a little while ago, I just discovered he's done some significant work on his engine. Both HP and Torque increased substantially. This is likely one major reason for canzoomer's Actual MPG so much less than the Estimated MPG. I was hoping there was some "external" factor unique to canzoomer's situation that would explain such a large deviation. Perhaps the power increase came at the cost of MPG
I did not count the 2.5 tankfuls I have run with mods installed and active.
So far, using MY driving style, I have run 2 tanks on highway, and one half in city.
On the highway, where I generally run at 140-145kmh, I got just slightly better mileage than my previous tanks. About .5l/100 better.
In city driving, where I tend to rev higher more often, I got quite a bit better mileage, at around 1.5l/100 better.
As it is not a large enough sample, and as this study was on cars that are stock, i did not include my recent tankfuls.
I do not believe my mods will have a major impact on highway mileage, and for city mileage , while there is definite gain, that is dependant mostly on driving style.
The only areas where we leaned out the mixture was above 6,000rpm.
For this to be a significant factor you have to get on the gas and shift above 6,000 with some frequency.
If you drive more gently, and shift below that then i expect to see little difference in economy.
#28
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Originally posted by SpacerX
First, excellent statistical analysis project.
Second, it occurs to me you could simply revisit the topic occasionally to collect more inputs as time goes by and accumulated milage increases. When I get an 8 in another few months, and after I've collected some observations, I'll certainly volunteer some data...
Finally, along the lines of using "cruising speed" as a factor, I think you're suspicions are correct. In every car I've owned, I've noted a strong correllation to MPG and speed... on a tank of gas, I've noted probably on the order of 2-3 MPG, depending on my adherence to the speed limits :D
First, excellent statistical analysis project.
Second, it occurs to me you could simply revisit the topic occasionally to collect more inputs as time goes by and accumulated milage increases. When I get an 8 in another few months, and after I've collected some observations, I'll certainly volunteer some data...
Finally, along the lines of using "cruising speed" as a factor, I think you're suspicions are correct. In every car I've owned, I've noted a strong correllation to MPG and speed... on a tank of gas, I've noted probably on the order of 2-3 MPG, depending on my adherence to the speed limits :D
I got about 2L/100 better mileage than my usual speed of 140+kmh and 4,400rpm.
Another factor to consider on the highway driving is that just below 4,000rpm the secondary intake runners are opened, and fuel consumption will climb at an rpm range above that.
This car will make mediocre mileage when driven at speed limits, and with a gentle foot.
And horrible mileage when you go faster.
#29
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Norton: the link I quoted was found at www.fueleconomy.gov
Sorry I didn't include it with my post. That URL is on the window sticker in the bottom of the border that surrounds the MPG notice.
Sorry I didn't include it with my post. That URL is on the window sticker in the bottom of the border that surrounds the MPG notice.
#30
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Now, that regression of .22 on octane, what octane is best for MPG
#31
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I did not count the 2.5 tankfuls I have run with mods installed and active.
#32
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Squidward, you are right. Occam's razor holds true once again.
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In the statistical world, it's essentially leaving all those extra variables to your error term.
If you normalized MPG for % highway time and just plotted a simple histogram, I bet you'd get a standard bell curve. You might even get one without normalizing. I think the problem is that, no matter how precisely Mazda tries to build its rotary engines, there's going to be a some inevitable variation present, which will show up in a standard distribution of MPG, HP, or whatever. Some people will get lucky and get an engine that is at the top end of the curve. Others will be unlucky and get one at the bottom. But most people will get one at the mean, median and mode.
If you normalized MPG for % highway time and just plotted a simple histogram, I bet you'd get a standard bell curve. You might even get one without normalizing. I think the problem is that, no matter how precisely Mazda tries to build its rotary engines, there's going to be a some inevitable variation present, which will show up in a standard distribution of MPG, HP, or whatever. Some people will get lucky and get an engine that is at the top end of the curve. Others will be unlucky and get one at the bottom. But most people will get one at the mean, median and mode.
Originally posted by norton
newport8: Occam's razor Never heard that term before. Pretty funny. In case anyone is interested, here's a link for the definition, cartoon included: http://zebu.uoregon.edu/~js/glossary/occams_razor.html I guess for those people that think that the analysis showed ONLY what was obvious, then this is true.
newport8: Occam's razor Never heard that term before. Pretty funny. In case anyone is interested, here's a link for the definition, cartoon included: http://zebu.uoregon.edu/~js/glossary/occams_razor.html I guess for those people that think that the analysis showed ONLY what was obvious, then this is true.
#34
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newport8: Yes, I agree with you about the normal distribution. Hopefully this inevitable variation in rotary engines would yield only a slight variation in MPG, given identical driving and other conditions. It's hard to assess though, because as you said, the Standard Error encompasses a slew of factors other than %Hwy and Driving Style.
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Originally posted by Squidward
Norton deserves an A for effort, but In the end, his lengthy analysis only confirms the obvious. I think most people would have come to that conclusion without much effort.
Hard driving spends more fuel.
Highway driving gives better mileage than city driving (as indicated by all MPG reports).
Tell me I'm wrong, but that's pretty damn obvious.
Norton deserves an A for effort, but In the end, his lengthy analysis only confirms the obvious. I think most people would have come to that conclusion without much effort.
Hard driving spends more fuel.
Highway driving gives better mileage than city driving (as indicated by all MPG reports).
Tell me I'm wrong, but that's pretty damn obvious.
#36
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Um, in reference to the above Squidwardian quote, it is the pretty (doggon) obvious factors, those very things, that cloud the original persuit of determining the not-so-obvious factors that also affect mpg.
VIN (build date) <<--- most sought-after factor
Total vehicle mileage
MT .vs. AT
Aero kit / rear spoiler
Strakes
Front / Rear rotary accents
Color
Marital status
VIN (build date) <<--- most sought-after factor
Total vehicle mileage
MT .vs. AT
Aero kit / rear spoiler
Strakes
Front / Rear rotary accents
Color
Marital status
#37
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I would love to see if distance traveled for daily commute is a significant factor. I have read several threads where a short trip in a cold environment will result in below average consumption. I travel 7 km all highway (except for a total of 10 city blocks with 3 stops). This was true, it would significantly skew the results since I would present as 90% highway but horrendous MPG. Ambient temperature (overnight and during travel) is another factor that should be investigated when trying to account for lower MPG. fimichael reports a drop of 2 L/100 km since temperatures have dropped below freezing.
I no longer have an 8, I returned it in September because of fuel consumption issues not because of lower HP. If Mazda can promise 12L/100 km hwy and around 10.5 city, I'll get another one. BTW it's not the cost that I mind, it's the fact that at 15L/100 km this car is less efficient than many SUV's.
I no longer have an 8, I returned it in September because of fuel consumption issues not because of lower HP. If Mazda can promise 12L/100 km hwy and around 10.5 city, I'll get another one. BTW it's not the cost that I mind, it's the fact that at 15L/100 km this car is less efficient than many SUV's.
#38
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So, buy an SUV. Since when was the 8 supposed to be an economy car anyway? I suppose an SUV with a lame power plant (typical, but there are exceptions) would have better mpg. Go for it!
Your short repeated highway useage is exactly the clouding of the issue that I was refering to. The pitfall of statistical analyses.
Your short repeated highway useage is exactly the clouding of the issue that I was refering to. The pitfall of statistical analyses.
#39
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Originally posted by Racer X-8
Your short repeated highway useage is exactly the clouding of the issue that I was refering to.
Your short repeated highway useage is exactly the clouding of the issue that I was refering to.
So, buy an SUV. Since when was the 8 supposed to be an economy car anyway?
#41
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Someone (CZ?) posted that the stock ECU leans out in the 4k rpm region, so a remapped ECU wouldn't help MPG much unless retuned for lower than 4k rpms. So, where next for improved MPG? CAI? Larger rear tire radius? Higher differential ratio? Catbacks? Which ones? How?
#42
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As far as SUV's go I can say that the H2 I test drove for 2 days was ranging about 13.5 mpg with 850 miles on it. My RX-8 with 1,800 miles on it is still only getting 14-15.5 mpg. Both were driven in same conditions and terrain. So Racer X-8 are you suggesting that we should expect to have our cars pelted with rocks and acid by enviromentalists any time soon? And as a side note the mpg were not listed on the H2 because of its' weight class. I know that I am not competing with the H2 in its' weight class but it seems that I am in fuel consumption. Apparently the EPA standards were done for a car not driven in typical city driving conditions becuase, as I've read on the forum, most of the people posting about fuel economy are driving a good portion of the time in the city and not on the highway. I didn't tell Mazda what to post for mpg they did that all on their own. I just want them to live up to the standard they already set. Let me know if that is so wrong.
#43
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On a daily basis I do not have to get on the freeway to drive. I do drive roughly 45 mins to work. My car has always gotten 175 to 180 miles before te idiot light comes on. Roughly 14 mpg. It has never changed. Today I went roughly 276 mile before it came on. That is 14 city, 21 hwy. The suprising thing was that on the hwy i was never under 70, and was mostly over 90. The gas mileage sucks, but I was suprised at todays hwy mpg.
#44
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Holy resurrected threads, Batman!
The only thing surprising about your newly-achieved highway mileage is that it was as HIGH as it was, since you claim to be driving around at 90+.
The only thing surprising about your newly-achieved highway mileage is that it was as HIGH as it was, since you claim to be driving around at 90+.
Last edited by DrDiaboloco; 06-05-2006 at 05:00 AM.
#46
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I wonder what kind of cars and what kind of milage executives and CEO or the 8 big oil companies are getting? Any known stats?
#47
Just a thought... My LR3 landrover weighs almost three tons with me driving and my RX-8 about 55% of that. The rover gets 14mpg and the Mazda 17mpg. Some how I seem happier with the LR3's milleage... though both are at about the EPA city range. On the highway the rover gets 17.5 (close to it's 18mpg rating, the Mazda get's 21-22 hwy - 3mpg short of its hwy rating. - I bet if sixth gear was just a little taller the MPG in real life would match the current EPA numbers. I'd like to turn 3000 RPM at 75MPH - not 3750.
I'm not really that upset about the milleage on the eight either. For the money I saved vs. other cars the effective miles per gallon is more like 22-28 mpg city instead of 17.
I'm not really that upset about the milleage on the eight either. For the money I saved vs. other cars the effective miles per gallon is more like 22-28 mpg city instead of 17.
#49
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Originally Posted by MikeTyson8MyKids
I get 22-24 on the highway with air running. Not sure about it off, its been blazing hot here.
For the record I do 72-77mph, depending upon the posted limit... I've got more to lose than just some points on my license and higher insurance if I get speeding tickets.
#50
I must be doing something wrong....
My MPG is nowhere near the numbers bandied about here. I get about 16 mpg with about 80% rural driving. I haven't been driving the car hard either because I'm still in the break-in period. A/C is blasting all the time, though, because I can't stand the California heat.
I hear a lot that the MPG improves with time. I'll be tracking my usage the next few months.
I hear a lot that the MPG improves with time. I'll be tracking my usage the next few months.