Large thermoelectric facilities are issued permits to discharge high volume, high temperature effluents as part of the National Pollutant Discharge Elimination System (NPDES). Once-through cooled power plants are especially dependent on large quantities of cool water to operate. When ambient temperatures are high or streamflow is very low, power plant managers must reduce (i.e., “dial back”) energy generation in order to avoid violating their NPDES permit limitations. Sudden dial-back can have human health impacts when electricity is no longer available to provide cooling or other vital services. A superior system of electricity and environmental management would reduce the probability of future violations and/or dial-back by explicitly recognizing the facilities for which those events are highly likely.
An original statistical model is presented and used to answer the following research questions: 1) Do electricity demand and natural environmental conditions influence withdrawal rates and effluent temperatures at once-through thermoelectric facilities? 2) Is it possible to estimate past withdrawal rates and effluent temperatures where reported observations are unavailable? 3) In the future, how often will power plant managers face the decision to dial-back generation or violate their plant's discharge permit? 5) What can be done to avoid such decisions and the resulting negative impacts?
Two facilities in Massachusetts were chosen as representative case studies. Using public records, several decades of daily and monthly observations of environmental variables (e.g. ambient air temperature, streamflow) and monthly energy generation were tested against monthly observations of facility water withdrawal rates and maximum discharge temperatures using a multiple linear regression (MLR) approach.
The MLR model successfully estimated monthly maximum discharge temperatures for both facilities using monthly average of daily high air temperatures and monthly net electricity generation. The model was used to identify months in the past when violations or dial-back are likely to have occurred, as well as months in the future when each plant is expected to dial-back or violate its permit as ambient air temperatures continue to rise. Solutions are presented that reduce the number of predicted violations, meet consumer electricity demand to the greatest extent possible, and reduce the chances of sudden dial-back.
|Commitee:||Douglas, Ellen, Rao, Vandana, Terkla, David|
|School:||University of Massachusetts Boston|
|Department:||Envronmental Sciences/Environmental, Earth and Ocean Sciences|
|School Location:||United States -- Massachusetts|
|Source:||DAI-B 73/10(E), Dissertation Abstracts International|
|Subjects:||Water Resource Management, Environmental science, Energy|
|Keywords:||Electricity, Environmental variation, Generation, Npdes, Temperature, Thermoelectric facilities, Water|
Copyright in each Dissertation and Thesis is retained by the author. All Rights Reserved
The supplemental file or files you are about to download were provided to ProQuest by the author as part of a
dissertation or thesis. The supplemental files are provided "AS IS" without warranty. ProQuest is not responsible for the
content, format or impact on the supplemental file(s) on our system. in some cases, the file type may be unknown or
may be a .exe file. We recommend caution as you open such files.
Copyright of the original materials contained in the supplemental file is retained by the author and your access to the
supplemental files is subject to the ProQuest Terms and Conditions of use.
Depending on the size of the file(s) you are downloading, the system may take some time to download them. Please be