History of changes to: Development of machine learning approaches to geotechnical design of marine renewable energy foundations
Date Action Change(s) User
Feb. 13, 2024, 4:20 p.m. Created 43 [{"model": "core.projectfund", "pk": 63278, "fields": {"project": 11479, "organisation": 2, "amount": 0, "start_date": "2021-10-01", "end_date": "2025-03-31", "raw_data": 179136}}]
Jan. 30, 2024, 4:24 p.m. Created 43 [{"model": "core.projectfund", "pk": 56117, "fields": {"project": 11479, "organisation": 2, "amount": 0, "start_date": "2021-10-01", "end_date": "2025-03-31", "raw_data": 155776}}]
Jan. 2, 2024, 4:15 p.m. Created 43 [{"model": "core.projectfund", "pk": 48926, "fields": {"project": 11479, "organisation": 2, "amount": 0, "start_date": "2021-10-01", "end_date": "2025-03-31", "raw_data": 134133}}]
Dec. 5, 2023, 4:24 p.m. Created 43 [{"model": "core.projectfund", "pk": 41679, "fields": {"project": 11479, "organisation": 2, "amount": 0, "start_date": "2021-09-30", "end_date": "2025-03-30", "raw_data": 101797}}]
Nov. 27, 2023, 2:14 p.m. Added 35 {"external_links": []}
Nov. 21, 2023, 4:38 p.m. Created 43 [{"model": "core.projectfund", "pk": 34385, "fields": {"project": 11479, "organisation": 2, "amount": 0, "start_date": "2021-09-30", "end_date": "2025-03-30", "raw_data": 60762}}]
Nov. 21, 2023, 4:38 p.m. Created 41 [{"model": "core.projectorganisation", "pk": 100135, "fields": {"project": 11479, "organisation": 13151, "role": "LEAD_ORG"}}]
Nov. 21, 2023, 4:38 p.m. Created 40 [{"model": "core.projectperson", "pk": 63091, "fields": {"project": 11479, "person": 16666, "role": "SUPER_PER"}}]
Nov. 20, 2023, 2:04 p.m. Updated 35 {"title": ["", "Development of machine learning approaches to geotechnical design of marine renewable energy foundations"], "description": ["", "\nThis project will develop an optimisation tool that allows for geotechnical and foundation design considerations to be incorporated into windfarm layout optimisation, along with the wind and energy generation conditions that are typically focused on in literature. After developing a Neural Network based automated design tool that rapidly emulates cutting edge single monopile design techniques, optimisation and/or genetic programming will be used to carry out whole site design based on various design constraints. The project is directly applicable to the ongoing efforts to transition to renewable energy.\n\n\nThe automated pile design methodology will be validated and tested using laboratory tests carried out with the geotechnical centrifuge and/or numerical modelling. The windfarm layout optimisation methodology will be demonstrated using site data from windfarm developments.\n\nThe project will take advantage of the extensive geotechnical laboratory facilities alongside maritime and machine learning strengths at Southampton.\n\n"], "extra_text": ["", "\n\n\n\n"], "status": ["", "Active"]}
Nov. 20, 2023, 2:04 p.m. Added 35 {"external_links": [47130]}
Nov. 20, 2023, 2:04 p.m. Created 35 [{"model": "core.project", "pk": 11479, "fields": {"owner": null, "is_locked": false, "coped_id": "cfcb743d-d7cd-489e-a73b-e550b0e92761", "title": "", "description": "", "extra_text": "", "status": "", "start": null, "end": null, "raw_data": 60745, "created": "2023-11-20T13:43:02.069Z", "modified": "2023-11-20T13:43:02.069Z", "external_links": []}}]