Are We Stressing the Environment?
Two major global concerns are the price of oil and level of carbon emissions. The US DOE makes a conservative estimate that oil will be consistently between $110-120 by the end of
the decade. Population is the key driver as evidenced by the chart to the left comparing growth in population from 1900 to the production of oil. Note in particular that despite conservation efforts in the mid to late 1970s, production has matched population growth over the past 25 years. Supporting the general trend up in demand and hence prices, the UN expects population to continue to expand for the forseeable future as shown in the below figure. From there we see that population will rise from current 6.5B to between 8-10B by 2040. That would imply production exceeding 100 million barrels per day.![](data:image/png;base64,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)
Additionally, and perhaps more alarming is the increase in CO2 levels and average temperatures from the late 1800s through the present in the figure below. The critical number for long-term environmental sustainability is 350 ppm of CO2. As can be seen from the chart, that level was surpassed around 1990 and now exceeds 370; up 110 ppm over the past 130 years.
Electricity production accounts for 1/3 of all CO2 production. The 2011 U.S. EIA Energy Outlook Report states that electricity currently accounts for 40% of total residential delivered energy consumption in the U.S., with projections for both residential and commercial consumption expected to increase 1.2% annually from 2010 to 2035 (not including significant electric vehicle penetration). This growth will require over 200gW of additional electrical energy capacity. With 40% of this capacity already under construction and assuming current construction
costs for a gas turbine plant with transmission facilities are $700/kW, additional electric generation costs will approach $90 billion in today’s dollars or $750/U.S. household.
This represents both an energy problem and opportunity for utilities, their customers and society as a whole. Electric utilities and their customers need to focus on conservation and smart grid solutions to offset the rise in prices and take advantage of new technologies making alternative energy and electric vehicles more economic. The incremental costs for power generation of $750/HH can instead be invested in home energy management systems, at the same time reducing the total amount of CO2 that is generated.
Related Reading:
Map of US showing locations of renewable energy production
Map of US showing over 6400 facilities producing most CO2