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	<title>Autonomous Car</title>
	<atom:link href="http://www.autonomouscar.com/?feed=rss2" rel="self" type="application/rss+xml" />
	<link>http://www.autonomouscar.com</link>
	<description>The future of driving</description>
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		<title>Autonomous Car Legislation in California</title>
		<link>http://www.autonomouscar.com/?p=93</link>
		<comments>http://www.autonomouscar.com/?p=93#comments</comments>
		<pubDate>Fri, 02 Mar 2012 19:45:08 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=93</guid>
		<description><![CDATA[See autoblog.com&#8217;s link: http://www.autoblog.com/2012/03/01/california-senator-announces-autonomous-car-legislation/]]></description>
			<content:encoded><![CDATA[<p>See autoblog.com&#8217;s link:<br />
<a href="http://www.autoblog.com/2012/03/01/california-senator-announces-autonomous-car-legislation/"> http://www.autoblog.com/2012/03/01/california-senator-announces-autonomous-car-legislation/</a></p>
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		<title>Google&#8217;s Autonomous Cars Aiming for 1 Million Miles of Error Free Driving</title>
		<link>http://www.autonomouscar.com/?p=89</link>
		<comments>http://www.autonomouscar.com/?p=89#comments</comments>
		<pubDate>Sat, 26 Nov 2011 15:59:43 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=89</guid>
		<description><![CDATA[Autonomous cars are improving.  Recently, Sergey Brin from Google announced their goal of more than 1 million miles of autonomous driving without any human intervention.  There is no timeline for this goal, but it is a step in the right direction. http://www.leftlanenews.com/googles-autonomous-car-target-1m-accident-free-miles.html &#160;]]></description>
			<content:encoded><![CDATA[<p>Autonomous cars are improving.  Recently, Sergey Brin from Google announced their goal of more than 1 million miles of autonomous driving without any human intervention.  There is no timeline for this goal, but it is a step in the right direction.</p>
<p><a href="http://www.leftlanenews.com/googles-autonomous-car-target-1m-accident-free-miles.html">http://www.leftlanenews.com/googles-autonomous-car-target-1m-accident-free-miles.html<br />
</a></p>
<p>&nbsp;</p>
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		<title>Dr. Dennis Hong from Virginia Tech talks about Autonomous Cars</title>
		<link>http://www.autonomouscar.com/?p=84</link>
		<comments>http://www.autonomouscar.com/?p=84#comments</comments>
		<pubDate>Mon, 18 Jul 2011 16:00:05 +0000</pubDate>
		<dc:creator>admin</dc:creator>
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		<guid isPermaLink="false">http://www.autonomouscar.com/?p=84</guid>
		<description><![CDATA[Dr. Dennis Hong from Virginia Tech talks about Autonomous Cars http://www.cnn.com/2011/OPINION/07/17/hong.car.blind.drivers/index.html?hpt=hp_c2]]></description>
			<content:encoded><![CDATA[<p>Dr. Dennis Hong from Virginia Tech talks about Autonomous Cars</p>
<p><a href="http://www.cnn.com/2011/OPINION/07/17/hong.car.blind.drivers/index.html?hpt=hp_c2">http://www.cnn.com/2011/OPINION/07/17/hong.car.blind.drivers/index.html?hpt=hp_c2<br />
</a></p>
]]></content:encoded>
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		<title>Nevada Prepares Legal Landscape for Autonomous Cars</title>
		<link>http://www.autonomouscar.com/?p=82</link>
		<comments>http://www.autonomouscar.com/?p=82#comments</comments>
		<pubDate>Thu, 23 Jun 2011 16:24:08 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=82</guid>
		<description><![CDATA[This week Nevada state legislators passed a law that would require the department of transportation to &#8220;adopt regulations authorizing the operation of autonomous vehicles on highways within the State of Nevada.&#8221; http://www.engadget.com/2011/06/23/nevada-prepares-itself-for-the-imminent-rise-of-driverless-cars/]]></description>
			<content:encoded><![CDATA[<p>This week Nevada state legislators passed a law that would require the department of transportation to &#8220;adopt regulations authorizing the operation of autonomous vehicles on highways within the State of Nevada.&#8221;</p>
<p><a href="http://www.engadget.com/2011/06/23/nevada-prepares-itself-for-the-imminent-rise-of-driverless-cars/">http://www.engadget.com/2011/06/23/nevada-prepares-itself-for-the-imminent-rise-of-driverless-cars/</a></p>
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		<title>Volvo XC60, the Cutting Edge of Intelligent Safety Systems</title>
		<link>http://www.autonomouscar.com/?p=35</link>
		<comments>http://www.autonomouscar.com/?p=35#comments</comments>
		<pubDate>Wed, 21 Jan 2009 04:24:52 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=35</guid>
		<description><![CDATA[Out of all that I have seen at the Detroit Auto Show, what impressed me most was the Volvo XC60. With a base price of ~$35,000, the Volvo is the most affordable vehicle using the most advanced safety technology on the market today. Not only does it contain collision warning systems, but also it contains [...]]]></description>
			<content:encoded><![CDATA[<p><div id="attachment_36" class="wp-caption alignleft" style="width: 310px"><img class="size-medium wp-image-36" title="xc60_front" src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/xc60_front1-300x225.jpg" alt="Volvo XC60" width="300" height="225" /><p class="wp-caption-text">Volvo XC60</p></div><br />
Out of all that I have seen at the Detroit Auto Show, what impressed me most was the Volvo XC60.  With a base price of ~$35,000, the Volvo is the most affordable vehicle using the most advanced safety technology on the market today.  Not only does it contain collision warning systems, but also it contains elementary forms of collision avoidance to mitigate rear end collisions.  It is truly a momentous step in the evolutionary path towards autonomous cars. <span id="more-35"></span><br />
<br />
Here is a listing of the intelligent safety features of the Volvo XC60.<br />
<br />
<strong>Collision Warning with Brake Support</strong><br />
<br />
<div id="attachment_45" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/radar_in_grill11-300x281.jpg" alt="Radar for collision warnings" title="radar_in_grill1" width="300" height="281" class="size-medium wp-image-45" /><p class="wp-caption-text">Radar for collision warnings</p></div><br />
Using a radar system in the grill, the XC60 will monitor the distance of the car in front. If the distance between the XC60 and the car in front quickly decreases, the driver is warned with an audible beep. If no action is taken, the XC60 will further warn the driver by pretensing the seat belts in preparation for a collision.  Additionally, the brakes are primed (i.e. the brake pads are brought very close to the disk) to allow the driver to brake more quickly.  If the driver still takes no action, and a collision is nearly unavoidable, the XC60 will start to brake automatically. The XC60 may not brake enough to avoid an accident but will significantly reduce the speed of impact.<br />
<br />
<a href="http://www.youtube.com/watch?v=Slpc6WExs-g&amp;NR=1">Youtube Video of Collision Warning with Brake Support</a><br />
<br />
<strong>City Safety</strong><br />
<br />
<div id="attachment_78" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/front_windshield-300x223.jpg" alt="Front windshield with sensors" title="front_windshield" width="300" height="223" class="size-medium wp-image-78" /><p class="wp-caption-text">Front windshield with sensors</p></div><br />
While the Collision Warning with Brake Support is designed for cars that are constantly moving, the “City Safety” feature is designed for city traffic where cars constantly stop and go.  For example, the City Safety system can avoid or minimize collisions where the driver in front of you slams on the brakes.  A laser based system located between the windshield and the rear view mirror detects cars in front and constantly calculates whether there is a risk or not.<br />
<br />
<a href="http://www.youtube.com/watch?v=cTzdZ2WT8A4&amp;feature=related">Youtube Video of City Safe Feature</a><br />
<br />
<strong>Lane Departure Warning (LDW)</strong><br />
<br />
<div id="attachment_47" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/city-safe-diagram1-300x200.jpg" alt="Sensors for City Safety and LDW" title="city-safe-diagram1" width="300" height="200" class="size-medium wp-image-47" /><p class="wp-caption-text">Sensors for City Safety and LDW</p></div><br />
A camera system attached to the inside of the windshield (next to the City Safety laser system) uses advanced vision processing techniques to recognize the lane markings and sides of the road.  Deviation from the markings results in a warning to the driver.  This system is particularly interesting because the OEM for this is a Netherlands/Israeli company called Mobileye (www.mobileye.com).  In fact, Mobileye has been adopted by a number of manufacturers and appears in a number of vehicles including: GM&#8217;s Cadillac STS and Buick Lucerne Sedan and BMW&#8217;s 750i (among others).<br />
<br />
<a href="http://http://www.youtube.com/watch?v=zGBvv1wmOkM">Youtube Video of Lane Departure Warning System</a><br />
<br />
<strong>Driver Alert Control (DAC)</strong><br />
<br />
Are you worried about falling asleep at the wheel?  This system detects if you are sleepy and tells you to take a break if you are.  The same camera in the LDW system detects where the road lanes are.  Normally, awake people stay within the lanes fairly consistently while those who are sleepy drift more.  The system picks up on the drift and alerts the driver accordingly.<br />
<br />
<a href="http://http://www.youtube.com/watch?v=d5_s1XwixK8">Youtube Video of Driver Alert Control</a><br />
<br />
<strong>Blind Spot Information System (BLIS)</strong><br />
<br />
<div id="attachment_73" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/mirror_with_blis_diagram2-300x275.jpg" alt="Camera for BLIS" title="mirror_with_blis_diagram2" width="300" height="275" class="size-medium wp-image-73" /><p class="wp-caption-text">Camera for BLIS</p></div>This is exactly what is says.  The system uses a camera on the side view mirror that alerts the driver to obstacles in his blind spots.  Vehicles that enter the driver&#8217;s blind spots will cause the system to illuminate a LED next to the side view mirror.  Supposedly works just as well at night as during the day.<br />
<br />
<a href="http://http://www.youtube.com/watch?v=n-ejjtcj3Ws">Youtube Video of Blind Spot Information System</a></p>
<div style="height:100px"></div>
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		<title>Evolution of the Autonomous Car</title>
		<link>http://www.autonomouscar.com/?p=28</link>
		<comments>http://www.autonomouscar.com/?p=28#comments</comments>
		<pubDate>Mon, 19 Jan 2009 03:43:06 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=28</guid>
		<description><![CDATA[You won&#8217;t just see a commercial one day for the autonomous car. But if you did, I could imagine how it would start off: “Come now to John Smith Ford. We got what you are looking for. Get the XLS AutoRover. $39,995. Buy it now and we&#8217;ll throw in a couple of free oil changes.” [...]]]></description>
			<content:encoded><![CDATA[<p><div id="attachment_30" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/case-team-300x225.jpg" alt="Case Team from Darpa Grand Challenge" title="case-team" width="300" height="225" class="size-medium wp-image-30" /><p class="wp-caption-text">Case Team from Darpa Grand Challenge</p></div>You won&#8217;t just see a commercial one day for the autonomous car.<br />
But if you did, I could imagine how it would start off: “Come now to John Smith Ford.  We got what you are looking for.  Get the XLS AutoRover.  $39,995.  Buy it now and we&#8217;ll throw in a couple of free oil changes.”<br />
No doubt autonomous cars will come, but you won&#8217;t suddenly hear it on TV.  The evolution of the autonomous car can be broken down into four more or less chronological segments&#8230; each one building on the other:<span id="more-28"></span><br />
<br />
1)Collision warning systems<br />
2)Scenario-specific collision avoidance systems<br />
3)Incremental collision avoidance systems<br />
4)Comprehensive collision avoidance systems<br />
<br />
Collision warning systems are systems where the vehicle alerts the driver to an impending accident but does not actually take control away from the driver.  An example of  this would be Volvo and Nissan&#8217;s lane departure warning systems.  As the car crossed over lane markings, an audible alert would warn the driver.  Since collision warning systems do not actually take control away from the driver, even if they do make mistakes, the driver can still make the final decision.<br />
<br />
Collision avoidance systems are vehicular systems that actually reduce or remove control from the driver in order to avoid a potential accident.  The easiest example of this would be “adaptive cruise control” (Ford, Honda, Vauxhall, Nissan).  Adaptive cruise control works by adjusting the speed of the car so that a constant distance is maintained between your car and the vehicle in front of you.  On the more extreme side, Volvo has a Collision Warning with Auto Brake (CWAB) system.  The car warns the driver of an obstacle in front of the car.  If the driver does not take action to avoid the accident, the car automatically applies brakes to either prevent or reduce the severity of the accident.<br />
<br />
In each of these examples, the systems are designed to avoid just a single scenario &#8230; primarily, to avoid front-end accidents with cars or objects in the same lane.  Other possible scenarios such as side collisions, rear-end collisions, pedestrians running out into the road are not accounted for.  These systems are scenario-specific and therefore, we can call them scenario-specific collision avoidance system.  Scenario-specific systems will take control if they are 100% sure there will be an accident.  If there is any doubt there may be one, the system will likely not do anything for fear of making a mistake (false positives).<br />
<br />
Like any collision avoidance system, false positives are of tantamount importance.  Scenario-specific collision avoidance systems attempt to reduce false positives by focusing on a very narrowly defined set of scenarios.  In the example above, the scenario encompasses a subset of front-end collisions.  Even more specifically, systems such as Volvo&#8217;s CWAB apply the brakes only when accidents are nearly inevitable. In that case, the set of scenarios include vehicles in front and very close to your vehicle.<br />
<br />
As technology progresses, however, collision avoidance systems will eventually broaden their narrowly defined set of  scenarios.  Possible frontal collision scenarios may include not just vehicles in the in-coming path of your vehicle but also things that are not so easily recognized.  For example, fallen trees, debris, bouncing balls, etc.<br />
<br />
Going one step further, imagine in the near future that there are a number of these scenario specific collision avoidance systems.  And over time, each system gradually expands the number of scenarios it can successfully avoid.  Eventually, the multitude of scenario-specific collision avoidance systems start to overlap scenarios.  Ultimately, a comprehensive collision avoidance system will evolve.  In general, you can think of  a comprehensive collision avoidance system as one that can avoid accidents better than the large majority of human drivers.  To avoid any and all collisions is a monumental task that cannot occur overnight.  Both taking into consideration automobile manufacturers&#8217; risk and system reliability, it is a natural assumption to think that the scenario specific systems will start small and, as the reliability issues are worked out, broaden their scope.<br />
<br />
Lastly in our road to autonomous cars, comprehensive collision avoidance systems will provide the foundation and underbelly for all autonomous cars.  Any autonomous vehicle will have to include contingencies to avoid accidents.  Like any system, errors in the autonomous driving could have dire consequences.  However, to avoid any potential accidents, a proven comprehensive collision avoidance system will need to be installed at the root of the car to prevent an accident whether the driver is a human or a computer.<br />
<br />
So in our quest to make autonomous cars, the author here sees the evolution of autonomous cars starting with intelligent but fallible collision warning systems, infallible but scenario-specific collision avoidance systems, infallible and comprehensive collision avoidance systems, and lastly automated driving with infallible and comprehensive collision avoidance system.</p>
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		<title>Detroit Auto Show &#8211; Arrival and Public Transportation</title>
		<link>http://www.autonomouscar.com/?p=8</link>
		<comments>http://www.autonomouscar.com/?p=8#comments</comments>
		<pubDate>Sun, 18 Jan 2009 01:13:16 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.autonomouscar.com/?p=8</guid>
		<description><![CDATA[I left Raleigh this morning at 8, changed plans at Reagan Airport in DC, and then arrived around noon in Detroit.  Not too bad considering the upper half of North America is seeing temperatures well below freezing. I arrived to find that Detroit airport&#8217;s &#8220;ground transportation&#8221; was little if nothing more than a glorified taxi [...]]]></description>
			<content:encoded><![CDATA[<p><div id="attachment_20" class="wp-caption alignleft" style="width: 310px"><img src="http://www.7dgt.com/autonomouscar/wp-content/uploads/2009/01/detroit_airport-300x225.jpg" alt="Arrival in Detroit airport" title="detroit_airport" width="300" height="225" class="size-medium wp-image-20" /><p class="wp-caption-text">Arrival in Detroit airport</p></div><br />
I left Raleigh this morning at 8, changed plans at Reagan Airport in DC, and then arrived around noon in Detroit.  Not too bad considering the upper half of North America is seeing temperatures well below freezing. I arrived to find that Detroit airport&#8217;s &#8220;ground transportation&#8221; was little if nothing more than a glorified taxi stand.  No information on buses or any other public transportation.  Just a cold, windowed enclosure with rental-car shuttles and idling taxi cabs.  Previously on doing an internet search, I did find that there might be a public bus #125 that comes to the airport, but no signs in sight of a bus stop or the bus that comes once every hour and 10 minutes on Saturday.<br />
<span id="more-8"></span><br />
<br />
This came as no surprise to me.   If it took my 20 minutes on the web just to find airport public transportation in Detroit, I knew I wouldn&#8217;t have any better luck in person.  I paid my $50 bucks to get a ride to downtown Detroit where both my hotel and the Cobo center were located.  The taxi cab driver was nice enough.  He drove slowly, but considering we were passing cars stranded on the side of the road, the result of over-zealous drivers, falling snow, and slick surfaces, I was not complaining.  The taxi cab driver felt very strongly diversifying (his words) the industry in Michigan.  Michigan could simply not just rely on the auto industry.    Michigan had to compete with states like Alabama.  He went on to suggest that Alabama state officials were giving tax breaks of up to $3 million per employee to get a car company to set up manufacturing there &#8230; or something like that.<br />
<br />
I arrived at my hotel, the downtown Detroit Courtyard Marriott.   I had no desire to go outside.  It was snowing, there was a nice layer of ice and slush on the sidewalks, and I was only wearing dress shoes.   But then at the moment those thoughts crossed my mind, my public transportation dreams came true.  Detroit does have a public light rail system.  In the same building as my hotel there is the Millender Center stop.  Three stops down is the Cobo center, home of the Detroit Auto Show.   I quickly refreshed myself and headed for the light rail.  While it only took 5 minutes to get to the Cobo center on rail, I found out it would take my 12 minutes or so to get back.  Why is that you may ask?  It turns out that there is only one track for the light rail and it runs in a loop.  At one point, the light rail ran counter-clockwise (how many years ago?).  These days it runs clock wise.  So while I applaud Detroit&#8217;s efforts for the light rail, I do wonder about the one-direction-only train.<br />
<br />
The Detroit Auto Show was fascinating, and I hope give an update next time.<br />
<br />
-Seth Hollar</p>
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		<title>An Environmental Comparison of the Plugin Hybrid Electric Vehicle</title>
		<link>http://www.autonomouscar.com/?p=6</link>
		<comments>http://www.autonomouscar.com/?p=6#comments</comments>
		<pubDate>Fri, 21 Mar 2008 02:34:24 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[PHEV]]></category>

		<guid isPermaLink="false">http://autonomouscar.com/articles/?p=5</guid>
		<description><![CDATA[Consumers and auto-manufactures have a careful relationship. If a car model is produced that does not sell well, the car manufacturer loses. On the other end, if the car manufacturer balks at producing a vehicle that has the potential to sell well, the consumer loses. New technologies such as HEV’s (hybrid electric vehicles), BEV’s (battery [...]]]></description>
			<content:encoded><![CDATA[<p><img 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" alt="" />Consumers and auto-manufactures have a careful relationship. If a car model is produced that does not sell well, the car manufacturer loses. On the other end, if the car manufacturer balks at producing a vehicle that has the potential to sell well, the consumer loses. New technologies such as HEV’s (hybrid electric vehicles), BEV’s (battery electric vehicles), and PHEV’s (plug-in electric vehicles) tend to be higher risk ventures which publicly traded auto manufacturers may be hesitant to undertake. The government, however, has the power to encourage auto manufacturers to pursue technologies and ideas that would otherwise be out-of-reach for profit-driven enterprises. <span id="more-6"></span>Such motivations derive from societies supposed greater good, and historically auto-manufactures have been mandated with higher fuel economies and increased safety standards for the benefit of the consumer. It should be noted that seat belts, air bags, and catalytic converters were mandated by the US government despite the numerous complaints from some auto-industry advocates.</p>
<p style="margin-bottom: 0in;">In todays world, unless you have been living with an ancient secluded tribe in the Amazon, you have no doubt heard of the effects of air pollution from car exhaust (a la LA), global warming greenhouse gases, and public unease of foreign oil dependency. Politically, these topics are still much debated and there certainly is no consensus. PHEV's help reduce all three (air pollution, global warming gases, and foreign oil dependence), though for the sake of brevity I'll mainly focus on global warming. Even further, at current gas prices, PHEV's do it cheaper for the consumer in the long run.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Emissions is a term that loosely encompasses the undesired byproducts from a car that come out of the exhaust pipe. Carbon dioxide, a global warming gas, is just one type of emission. Other gases include: nitrogen oxides, sulfur oxides, and fine particulates (particles smaller than 2.5um which can cause respiratory illnesses).</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">When driven in pure electric mode, PHEV's are classified as ZEV which stands for “zero emission vehicle”. Electric vehicles and their derivatives use electric power and therefore, emit neither toxic fumes nor greenhouse gases. Thus, they have received the title of ZEV. However, skeptics have rightly pointed out that electric power does not get created out of thin air and that ZEV's themselves have hidden emissions. The emissions are generated by the power plants that make up the US power grid and are composed of coal, nuclear, gas, and renewable resources which themselves create pollution.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">That brings up the question of, isn't the electric car creating just as much pollution as an internal combustion engine (ICE)-based vehicle, not in the form of exhaust but in the form of pollutants from power companies? The quick answer is no. Power companies operate on a larger scale and thus can run at a higher efficiency than automobiles. Thus power plants can use less natural resources to create more energy. Furthermore, economies of scale allow power plants to employ pollutant reduction technologies which cannot be easily leveraged in automobiles.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Here is the long answer. The US is composed of a variety of power plants and every power plant is not the same. As of 2000, almost 50% of the electricity produced in the US was created from coal. While the vast majority employ the latest techniques to improve efficiency and reduce pollutants, about 5% of coal plants pollute the atmosphere in more than their fair share. Therefore, in a hypothetical situation where you compare the electric vehicle to the latest ICE vehicle, and where the electric vehicle draws electricity solely from 50 year-old coal power plants that have somehow avoided being upgraded with the latest pollutant reducing technologies as mandated by the Clean Air Act, then you will have a ZEV producing more pollution than an ICE vehicle. However, considering that the US only uses 50% power from coal and the majority of coal plants are efficient and employ the latest pollution reduction technologies, it is safe to say that ZEV's are significantly less polluting than their ICE counterpart.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">To just cite some facts, CARMA (Carbon Monitoring for Action ) monitors CO2 emissions in the over 50,000 power plants world wide. According to their data, there are 600 out of 9,000 power plants in the US which emit CO2 at a rate above 2.7 lbs/kilowatt-hour. These 600 plants generate just 5% of the US electrical power but emit 441 million tons of CO2 every year which represents 12% of all US power plant CO2 emissions.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">According to EPA's "Emission Facts" report (EPA420-F-00-013) 0.9 lbs of CO2/mile is the average CO2 emissions for a passenger ICE vehicle. If PHEV's drew power from just the 5% worst polluting power plants alone, then they would exceed 0.9 lbs of CO2/mile (assuming an average PHEV gets 3 miles out of 1 kilowatt-hour), and thus contribute larger amounts of CO2 to the atmosphere than an average vehicle.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">However, this is a ludicrous comparison on three counts. First, it fails to take into account that electricity is drawn from a variety of sources. Thus, a more appropriate comparison is to look at the US's average CO2 emission rate for power plants. With an average US emission rate of 1.2 lbs/kilowatt-hour, CO2 emissions for PHEV'S and BEV's would be reduced by over half. Secondly, it fails to take into account the time of day battery charging would take place. The period of peak electricity demand happens during the day. Anything from air conditioning, computers, dryers, and washing machines causes a huge surge in electricity. To accommodate the surge, extra power is often supplied by “peak” power plants. These plants often generate electricity from some of the most inefficient and polluting plants in the US. In contrast, many of the PHEV's would be charged at night, when the most efficient and least polluting power plants would be used. Lastly, and most importantly, PHEV's use electricity without regards to how it was created. Whether or not PHEV's take to the road, it does not hide the fact that we already have polluting plants. In some ways, you can borrow from the expression, “don't shoot the messenger”. The discussions about PHEV's rightly point out issues with polluting plants, but most certainly these discussions do not point out fundamental faults with PHEV technology. In fact it is just the opposite. Because electricity is not fundamentally tied to any particular energy source, PHEV's represent a major shift away from an oil monopoly to an open energy market where various technologies (like oil, coal, solar, hydro, nuclear, and biofuels) can compete on a level playing field. Because such large incentives are being placed on clean, renewable energy sources, the US power plants will likely be replaced over the next few decades with cleaner ones. PHEV's, consequently, will benefit indirectly.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Since 50% of the power being generated from the US is from coal, some might argue coal-fired power plants are here to stay and that they will continue to pollute at or close to levels of ICE vehicles. That, too, is debatable. Newer coal plant technologies which use coal gasification offer higher efficiency. One example is the coal-fired Polk power plant put[[ into operation in 1996. In 2000, it generated 2,007,142 Megawatt-hours at an intensity of 1.2 lbs/kilowatt hour of CO2. At that rate, CO2 emissions of PHEV's could be half those of conventional ICE vehicles. So even if all US power plants were burning coal, overall automobile-related CO2 emissions could still be reduced. (it is interesting to note, however, that in 2007, the same Polk power plant generated 25% more electric energy but ended up doubling the CO2 emissions (2.4 lbs/kilowatt-hour))</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Some people argue that the existing power plants in the US do not have the capacity to generate enough power for a PHEV society. To give you an idea, 12,000 miles a year from a PHEV would likely translate to about 8,000 miles of equivalent electrical energy (the other 4,000 miles would come from gasoline). That would translate to an average of 7.3 kilowatt hours per day of electricity usage, or perhaps 25% of a consumers total electric consumption. The difference between peak electricity usage from day (in California, 39 Gigawatts) compared to minimum electricity usage at night (23 Gigawatts) represents a 5:3 difference in power, which suggests that much of the electrical load can be absorbed at night without significantly affecting the existing power infrastructure.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">As another point, HEV's were first introduced in 2000 (Toyota Prius). However, 8 years later HEV's market share doesn't represent more than 2% of the total light-vehicle market in the US. PHEV market penetration will likely take a number of years, which means two things. First PHEV power consumption may not increase faster than the anticipated energy demands over the foreseeable future. Secondly, companies have enough time to install new power plants to anticipate expected demand from a gradual but definitive increase in market share of electrically powered vehicles. Consumers may be more open to plant and power-line construction if it reduces smog in their home area.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Another misconception about PHEV's relates to the electric range. Some might argue that there is no real advantage to a PHEV compared to an ICE vehicle if the commute distance is greater than the range of a PHEV. The reasoning goes that the PHEV would have to use gasoline and thus is just as gas guzzling as the traditional ICE vehicles. The fallacy here lies in the fact that people take many trips in the car that are less than the average commuter distance (i.e. driving to the grocery store, bank, etc.). Furthermore, a PHEV can still use electric energy for part of the trip which in itself has considerable gas savings. For example, a PHEV with a 20 mile range can drive half of a 40-mile round-trip commute. For the remaining 20 miles , the PHEV can act like an HEV. If the individual went to work 200 times a year, over 100 gallons of gas per year could be saved.</p>
<p>&nbsp;</p>
<h1 class="western">HEV vs Diesel</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Before I can compare HEV and Diesel against PHEV's, I need to preface it with a comparison of diesel and gasoline. The <em>Union of Concerned Scientists</em> (UCS) published “The Diesel Dilemma: Diesel's Role in the Race for Clean Cars” in January 2004. The paper outlines pros and cons for the US to pursue diesel or gasoline as a way to maximize fuel efficiency while reducing pollutants and global warming gases. Diesel was a “bad word” in the 70's because the diesel cars then were noisy, smelly and unreliable. Since then, the diesel engine has improved dramatically and now 40% of vehicles in Europe are diesel. Still, the US has not “gone diesel”, and for just 5% of cars on the road are diesel. Diesel engines operate at higher temperatures and at a higher efficiency. However, a few facts from the UCS report should be noted:</p>
<p>&nbsp;</p>
<ol>
<li>
<p style="margin-bottom: 0in;">The processing of diesel requires 25% more oil than that for an equivalent amount of gasoline and results in 17% more emissions of heat trapping gases</p>
</li>
<li>
<p style="margin-bottom: 0in;">Today's diesel engines produce substantially more toxic soot and smog forming nitrogen oxides than the average gasoline vehicle. As of 2004, no diesel vehicle was even capable of meeting the US average emissions standards</p>
</li>
<li>
<p style="margin-bottom: 0in;">Diesel vehicles can travel 30 to 40% farther with an equivalent amount of fuel, but part of that comes from the fact that diesel has 13% more specific energy than gasoline.</p>
</li>
<li>
<p style="margin-bottom: 0in;">Diesel engines cost more than gasoline engines. The reports states that using fuel efficient gasoline vehicles provides up to $700 of savings versus equivalent diesel vehicles over the life of the vehicle.</p>
</li>
<li>
<p style="margin-bottom: 0in;">Diesel is cheaper than gasoline in Europe largely due to unequal taxation of the two fuels.</p>
</li>
</ol>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">While diesel vehicles offer gasoline reduction, suffice it to say, that high emissions, high up-front costs, and questionable fuel efficiency when compared to HEV's may be factors prohibiting diesel's popularity in the US market. In fact, the future of diesel may depend on future US emissions regulations. If there is a universal standard for vehicle emissions that is technology blind, diesel may have trouble competing with the cleaner gasoline HEV's. However, if US policy dictates two different emission standards, where aspects of the emissions would be less strict for diesel, then diesel may have an opportunity in the US. Of course, public acceptance of diesel engines is an entirely different story.</p>
<p>&nbsp;</p>
<h1 class="western">HEV vs PHEV</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">HEV's offer oil savings compared to the conventional gas-run ICE vehicle with fuel economies ranging from 30 to 50 mpg (conventional vehicle 25 mpg). One might argue that the comparable gas savings from HEV would be more than adequate to stem increased oil consumption in the US. The 2007 Toyota Prius has an economy of 44 MPG and a CO2 emissions of 110 g/km (0.4 lbs/mile vs conventional vehicle of 0.9 lbs/mile). While it is true that considerable gas savings can be accomplished by taking advantage of HEV technology and smaller vehicles, worldwide demand of oil is likely to increase as countries like India and China increasingly consume gasoline. One additional factor from these two countries is the recent availability of inexpensive vehicles. India's auto-manufacturer, Tata, introduced the wildly popular Indica a few years ago. Tata is now developing an even cheaper car with a price tag of $2,200. In China, the Chery QQ3, priced around $5,000 was introduced in 2003. Inexpensive cars, double digit growth economies, and a growing middle class suggest a recipe for mammoth energy consumption in the foreseeable future. In November of 2007, the International Energy Agency estimated that by 2030, demand for worldwide energy will rise by 55% where 70% of the increased demand will come from China and India.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">While demand for oil is likely to increase, available petroleum reserves are in question. The term “peak oil” is the point in time where maximum oil production is reached. As easily-extractable petroleum reserves become scarce, oil production is expected to peak. Many have suggested “peak oil” will be reached in the 2000 to 2015 time frame. In reality, on the basis of supply and demand, more expensive oil prices make it possible to employ more expensive oil extraction techniques. Oil reserves that were here-to-fore unexplorable at an oil price of $30/barrel may become economically feasible at an oil price of $100/barrel.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Thus, the price of oil alone may force an urgency to seek alternative fuel sources for vehicles. PHEV's whose energy source is anything that can produce electricity offers an attractive liberation from future oil limitations. On the issue of CO2 emissions, as more vehicles hit the road in developing countries vehicle CO2 emissions must be reduced to maintain a zero-gain global CO2 emission policy. PHEV's offer 30% to 40% reduction in CO2 emissions, but to further reduce those emissions, better vehicle technologies or alternative energy sources become a must. The PHEV, of course, is ideally suited to accommodate the latter.</p>
<p>&nbsp;</p>
<h1 class="western">Conclusion</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;" align="justify">With a forecast of increased oil consumption worldwide and consequently, high gas prices, PHEV's may make economical sense, but they make environmental and foreign policy sense, too. Compared to ICE vehicles, diesels, and HEV's, PHEV's offer the most dramatic reduction in global warming gases, smog forming gases, and oil consumption. Even with the U.S.'s coal-dominated power plants, PHEV's are still cleaner in almost every way. By using electricity instead of gasoline, PHEV's will encourage a shift away from an oil monopoly to an open energy market of fossil fuels and renewable energy. Despite all these great benefits, it still remains to be seen when manufacturers can make them affordable. Time will tell, but no doubt the count down to the PHEV has already begun.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;" align="justify">by Seth Hollar</p>
<p style="margin-bottom: 0in;" align="justify">March 20, 2008</p>
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		<title>Batteries and the Plugin Hybrid Electric Vehicle</title>
		<link>http://www.autonomouscar.com/?p=5</link>
		<comments>http://www.autonomouscar.com/?p=5#comments</comments>
		<pubDate>Fri, 21 Mar 2008 01:58:21 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[PHEV]]></category>

		<guid isPermaLink="false">http://autonomouscar.com/articles/?p=4</guid>
		<description><![CDATA[Increasing gasoline prices have resulted in a corresponding increase in sales of hybrid electric vehicles (HEV) which offer improved gas mileage and a reduction in emissions. A hybrid vehicle uses a combination of an electric motor and an internal combustion engine (ICE) to drive the vehicle. However, only until recently has the concept of the [...]]]></description>
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" alt="" /></p>
<p style="margin-bottom: 0px;">Increasing gasoline prices have resulted in a corresponding increase in sales of hybrid electric vehicles (HEV) which offer improved gas mileage and a reduction in emissions. A hybrid vehicle uses a combination of an electric motor and an internal combustion engine (ICE) to drive the vehicle. However, only until recently has the concept of the hybrid car become economically feasible. One prohibiting factor has been the cost of rechargeable batteries with upwards of an $1000/kilowatt-hour price tag. With oil going in the $100/barrel range, and the average U.S. consumer gasoline price at over $3/gallon, the scale has tipped in favor of the fuel efficient hybrid vehicles. <span id="more-5"></span>Though the cost of a hybrid vehicle is a few thousand dollars over the price of a comparable ICE vehicle, these upfront costs usually can be paid back in 5 to 10 years through gas savings.</p>
<p>&nbsp;</p>
<h1 class="western">What is a HEV?</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Conceptually, the HEV&#8217;s added fuel efficiencies derive from three major factors: 1) In HEV&#8217;s, an intelligent control system optimizes fuel efficiency by balancing the loads between the ICE and the electric motor, 2) with the addition of an electric motor, the ICE can be smaller. During peak acceleration demands, both the ICE and electric motor can work together, 3) energy can be recaptured using regenerative braking which charges the battery instead of dissipating heat.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">While HEV&#8217;s offer improved fuel efficiency, energy is wholly derived from gasoline. The battery capacity is usually relatively small, just enough to balance the load between the ICE and electric motor, and is too small for the vehicle to travel any reasonable distance by the electric motor alone.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">On the other hand, plug-in hybrid electric vehicles (PHEV) offer the choice of using either gas or electricity. Architecturally, the PHEV is identical in make-up to the HEV. Both have an ICE, battery and electric motor. The fundamental difference, however, lies in the energy capacity of the battery. PHEV&#8217;s battery capacity typically allows the vehicle to go 25 to 60 miles on a single charge. With such a large battery, most commuters can do all their driving in a day on a single battery charge and, therefore, without ever using the gasoline.</p>
<p>&nbsp;</p>
<h1 class="western">What is a PHEV?</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">The PHEV contains a “plug” which can be connected to a vehicle charger to recharge the batteries. “Plugging” in the vehicle is almost identical to plugging in a home appliance into an electrical outlet. The vehicle can be charged at home at night when electricity rates are low. In cases where the PHEV drives a distance longer than what can be supplied by battery, the ICE takes over. In the concept car, the Chevrolet Volt by GM, the ICE is not connected to the drive train, but instead is connected only to a generator which in turn supplies electricity to the battery and electrical motor. Other conceptual PHEV&#8217;s, act much more like HEV&#8217;s in the sense that the ICE is mechanically connected to the wheels through a drive-train, driving the car and charging the battery at the same time.</p>
<p>&nbsp;</p>
<h1 class="western">When do PHEV&#8217;s become economically feasible to the consumer?</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">There are two important metrics in evaluating the market of PHEV&#8217;s: the gas and electricity costs (measured as USD/mile) and upfront battery cost. The 2007 Toyota Prius&#8217; claim an efficiency of 3 miles/kilowatt-hr in electric mode. Some suggest, small to medium sized PHEV vehicles could do as well as 5 miles/kilowatt-hr. At 10 cents/kilowatt hour, a PHEV modified Prius would be about 3 cents/mile. At $3/gallon for gas, a Prius with 45 miles/gallon fuel efficiency would have a fuel cost of 6.7 cents/mile. An ICE vehicle car having 25 miles/gallon would yield 12 cents/mile. The total savings for pure electric driving for 15,000 miles in a year would be about $1300 compared to a conventional car. This figure is bit a biased because it assumes the vehicle would never be driven beyond the battery range, and thus never use any gas. I suggest a more reasonable savings would be in the range from $1000. The point at which PHEV&#8217;s become affordable, therefore, depends on the price of the batteries.</p>
<p>&nbsp;</p>
<h1 class="western">Batteries Costs</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">HEV&#8217;s cost about $3,000 more than conventional vehicles. PHEV&#8217;s would have a higher cost due to the larger batteries. Current automotive battery technology for HEV&#8217;s is based on nickel metal hydrides (NiMH). Even though NiMH batteries have passed through the rigors of the automotive industry, their potential pales when compared to next generation lithium batteries. NiMH batteries have an energy density of 70 Watt-hours/kilogram and, they generally need to maintain a narrow state of charge &#8211; deviating out of this narrow window degrades the battery&#8217;s lifetime. Furthermore, NiMH batteries are limited in temperature range and recharging lifetime. Additionally, because Nickel metal is a supply limited resource, the price of nickel fluctuates and consequently, so do the battery prices.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">The HEV-industry is now moving towards lithium-based batteries whose energy densities (over 100 Watt-hours/kg) are higher than NiMH batteries. Furthermore, lithium is a plentiful resource and will not likely, be subjected to large swings in prices. In contrast to the 2007 Prius HEV which uses a 1.3 Kilowatt-hour NiMH battery cell (cost $1-2K), PHEV&#8217;s may need a battery capacity of 9 Kilowatt-hours which, if we were to estimate the price of automotive lithium batteries, would be at least $1K/kilowatt-hour or $9K total. Include another $3000, for the additional electronics, motors, and drive-trains, then the total cost would be about $12,000 total above the cost of a conventional vehicle. With those numbers, it would take at least 10 (maybe even 15 to 20) years to make up the cost of the PHEV. Nonetheless, a number of companies are developing automobile batteries using Lithium Ion technology and banking on the fact that mass production will dramatically reduce the price.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Recently, a considerable amount of private sector money has poured into the lithium battery market. Two companies leading in this space are A123 Systems who received $132 million in funding and Boston-Power, a portable lithium battery company, which received $68 million in funding. Some, like battery consultant, Menahem Anderman, have even suggested the automotive lithium battery market could be over $1 billion by 2015.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Lithium batteries are not anything new to the consumer industry. First introduced commercially in the early &#8217;90s by Sony, lithium is the battery technology of choice for portable electronics. Over the years, manufacturers have been steadily increasing the energy density and improving upon price. Current consumer lithium batteries cost about $350/kilowatt-hour. However, the batteries lose significant charging capacity from year to year and total battery failure occurs at a quick 3 to 5 years. Manufacturers have steadily put increasing amounts of energy in lithium batteries. Current batteries have an electrical energy density of about 1/6 that of TNT explosives. However, battery manufacturers have only sought to band-aid safety problems without really addressing the issue. In so doing, reports of laptop fires have increased steadily since 2005, but still remain low. From 2001 to August 2006, the Consumer Product Safety Commission has received 47 reports of laptops that were either smoking or on fire. Although small in number, a handful of incidents which included Sony&#8217;s battery recall in 2006 thrust the safety issue into the public spotlight.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Lithium batteries will likely find their way into the PHEV market, but safety has become a forefront issue in its adoption. Never mind the fact that gasoline itself is highly combustible, and the U.S. Fire Administration estimates that 325,100 vehicle fires occurred annually between 1999 and 2003, and 2% of those started in the fuel tank or fuel line area. Comparatively speaking, lithium batteries seem safer than gasoline tanks, but new technologies are always held to a higher standard than the status quo. Car accidents themselves could precipitate fires if conventional lithium batteries were punctured, and fire from a 9000 watt-hour battery could be much larger than one from a laptop&#8217;s 60 watt-hour battery. Because of the larger size required for automobile applications, such batteries would need to be much safer than their portable battery counterparts.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Additionally, automotive batteries may need to last much longer than the 3-5 years of a consumer electronic device. A common metric used is the number of charge/recharge cycles. Conventional lithium batteries need to have 80% capacity at 300 charge/discharge cycles. If a PHEV were recharged everyday, such batteries may start to significantly degrade after just a year. NiMH batteries in the Toyota Prius are guaranteed to last 100,000 miles or 8 years. It would not be surprising to see auto-manufacturers looking for batteries lasting 10 years or, equivalently, 3000 recharge cycles. A handful of companies have claimed their batteries can last anywhere from 5,000 to 20,000 recharges bringing up the possibility that batteries may last longer than the vehicles, themselves.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Much of the research into Lithium batteries explores the anode-cathode materials and chemistry. Conventional Li batteries use cobalt oxide cathodes which are sensitive to temperature and make the battery susceptible to thermal run-away (explosive). New chemistries explore metal phosphate cathodes which less dependent on temperature and therefore, inherently safer. Tesla Motors, an EV start-up company, uses conventional lithium batteries, but to avoid overheating, separates packs of cells with liquid cooling and includes a number of sensors to constantly monitor battery temperature. Academic research since 2006 exploring both nano-structured cathodes and different chemistries has suggested that lithium battery energy density can by increased multiple-fold. However, much of the technology is still in research and it could be a number of years before the technology becomes commercializable.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">Despite the relatively large obstacles of cost, safety, and reliability, lithium ion batteries have made important strides towards commercialization. Sanyo Electric and Sony have traditionally been the leaders in Lithium ion technology for hand-held devices, but a few US start-ups are trying to leap-frog the big Japanese makers. A few of these companies have already started manufacturing lithium ion batteries of their own.</p>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">GM has contracted with an MIT startup, A123 Systems, and a South Korean chemical maker, LG Chem Ltd. to produce batteries for the Chevrolet Volt. Altair Nanotechnologies&#8217; NanoSafe lithium ion batteries power Phoenix Motors&#8217; EV Trucks (to be made available to the public in 2009). The battery prices range from $1500 to $2500/kilowatt-hour. Other than using the consumer lithium batteries as a benchmark ($350/kilowatt-hours), these new companies have not been very clear on how mass manufacturing can significantly reduce price. Think Nordic, an electric vehicle company based in Oslo Norway, is contracting with EnerDel, a subsidiary of Ener1, for their phosphate-based Lithium ion batteries. Valence Technologies Inc., based in Austin, TX, is working with a small company, Energy Control Systems Engineering (EnergyCS), a privately held company based in Monrovia, California, to produce an Electric Vehicle. EdriveSystems, part of EnergyCS, makes PHEV conversion kits for Toyota Prius&#8217; using Valence&#8217;s batteries. Hymotion, whose parent company is A123 Systems, also makes PHEV conversion kits.</p>
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<h1 class="western">Conclusion</h1>
<p>&nbsp;</p>
<p style="margin-bottom: 0in;">In summary, PHEV&#8217;s are a new generation of vehicles which could be available to the consumer as near as the year 2010. While they promise reduced emissions and increased fuel savings, their success, however, depends heavily on the mass manufacture of safe, inexpensive lithium batteries. Start-ups and established companies, alike, seem confident that the safety issue can be addressed, especially, with different, inherently safer cathode chemistries. Additionally, battery companies are relying on the mass production to significantly bring prices down under $500/kilowatt-hour, but details as to how and to what extent remain sketchy. If successful, however, the car might go through a change not experienced since the first model-T came off the assembly line.</p>
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<p style="margin-bottom: 0in;" align="justify">by Seth Hollar</p>
<p style="margin-bottom: 0in;" align="justify">March 20, 2008</p>
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