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Record W2057917932 · doi:10.4043/20559-ms

Ocean Thermal Energy Capacity Estimation and Resource Assessment of Southeast Florida

2010· article· en· W2057917932 on OpenAlex
Anna E. Leland, Frederick Driscoll, James Van Zwieten, Nicholas John Nagurny, Robert Howard

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueOffshore Technology Conference · 2010
Typearticle
Languageen
FieldEnergy
TopicGlobal Energy and Sustainability Research
Canadian institutionsLockheed Martin (Canada)
FundersFlorida Atlantic UniversityFlorida State University
KeywordsTransectOceanographySubmarine pipelineShoreOcean thermal energy conversionGeologyEnvironmental scienceSea surface temperatureSeawater

Abstract

fetched live from OpenAlex

Abstract Florida Atlantic University, in collaboration with Lockheed Martin, has performed an ocean thermal resource assessment off Florida's Southeast coast. Thermal properties in the Straits of Florida are characterized using a series of at-sea measurements and site specific single plant energy production estimates have been calculated using a parametric model of a 100 MW Ocean Thermal Energy Conversion system. The Straits of Florida off of Florida's Southeast coast contain significant volumes of cold and warm water that are advected northward by the Florida Current. This resource is located within 8 km of shore in water as shallow as 250 m with a larger, more consistent resource further from shore. Direct measurements of the temperature profile and other water properties were taken from nearshore Southeast Florida to the Exclusive Economic Zone boundary along four evenly spaced transects perpendicular to Florida's Southeast coast, spanning 160 km. Data are used to characterize the local bathymmetry, water properties, thermal structure, the seasonal variations of the ocean thermal resource, and identify sites with potential for ocean thermal energy deveopment. Along the southern transects in summer, the nearshore temperature difference, ?T, between the cold bottom and warm surface water resources meets or exceed the threshold 20°C ?T required for OTEC. In winter, the nearshore average ?T of 17.76°C can produce 59-75% design net power for a single 100 MW plant and 70-86% in spring with ?T averaging 18.25°C. Offshore along the southern transects, a high steady ?T from 18.5-24°C creates an annual average net power production potential of 120-125MW, exceeding the proposed design production. Along the northern transects, the nearshore resource does not exist, but a consistent OTEC resource is present offshore, providing 70- 80% design net power in winter and 100-158% in spring and summer. Introduction According to the U.S. Department of Energy, fossil fuels, including coal, oil and natural gas, provide 84% of all energy produced in the United States - nuclear and renewable energy account for 9% and 7% respectively (" Renewable energy consumption,?? 2009). Volatile oil prices and environmental, ecological, and security concerns have lead to increased interest in clean renewable energy resources. An attractive energy source that has yet to be thoroughly explored commercially is ocean thermal energy. Ocean thermal energy is a form of energy that is derived from the temperature of the ocean's water and it can be used to provide electricity, air conditioning, and freshwater. The source of this energy is the heating of the ocean's surface by the incident solar radiation and the cooling that occurs in the Polar Regions. The natural circulation patterns of the oceans act as energy conveyers that deliver water masses throughout the globe. Ocean thermal potential is huge, yet remains relatively unknown. For example, the 60 million square km of tropical ocean waters absorb the energy equivalent in heat content to 245 billion barrels of oil each day. While extracting this much energy is unrealistic, impractical, unnecessary and certainly unsustainable, harnessing a fraction of a percent of this ocean thermal energy could supply a meaningful portion of the total daily U.S. electrical consumption (" Ocean thermal,?? 1989). Electricity can be produced using the heat stored in the warm surface water and colder, deeper water to power thermodynamically driven generators (Vega, 2002/2003) in a process known as Ocean Thermal Energy Conversion (OTEC). OTEC is a very attractive method to provide clean renewable energy in many areas of the world, with the present focus directed on small islands in tropical waters with a high cost of electricity. However, South Florida, with its growing energy demand, rising electricity costs, high coastal population densities, direct connection to the U.S. national grid and close proximity to cold and warm water resources is also considered a prime candidate for ocean thermal applications.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.333
Threshold uncertainty score0.634

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.013
GPT teacher head0.262
Teacher spread0.249 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it