AndreaBozzo/ceres-open-data-index huggingface dataset:
IDAES-PSE 2.2.0 Release

The Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform is a versatile computational environment offering extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems. IDAES enables users to efficiently search vast, complex design spaces to discover the lowest cost, most environmentally sustainable solutions while supporting the full process modeling lifecycle, from conceptual design to dynamic optimization and control. The extensible, open platform empowers users to create models of novel processes and rapidly develop custom analyses, workflows, and end-user applications.

New features in the 2.2 release include:

DiagnosticsToolbox
DiagnosticsToolbox (idaes.core.util.model_diagnostics. DiagnosticsToolbox is a new self-guiding toolbox for assisting with diagnosing modeling issues. The toolbox contains a wide range of tools for identifying common modeling issues and conveying these to the user, and more features will be added in the coming months.

To try the new toolbox, use the following steps:

from idaes.core.util import DiagnosticsToolbox
Build an instance of your model
Ensure your models has zero degrees of freedom (as best you can)
dt = DiagnosticsToolbox(model)
dt.report_structural_issues()
Follow the prompts

Deprecations
DegeneracyHunter is being deprecated in favor of the new DiagnosticsToolbox. The features and capabilities of DegeneracyHunter will be moved over to the DiagnositcsToolbox in the coming months.
Removal of usage of Pyomo's expr.current due to deprecation upstream.
Removed support for radial basis functions in ALAMOpy as these did not work in the current implementation. Those wishing to use radial basis functions should use Pysmo instead.

New Capabilities
MSContactor model for unit operations involving mass transfer between 2 or more streams, such as membrane, solvent extraction and solids leaching operations.

Other Improvements
Improved formulation for solubility products with additional parameters for better scaling of terms
Better backward compatibility, verification and robustness testing of core models and APIs
Added support for Separator models without energy balances

Tags: DiagnosticsToolbox, IDAES, PSE, Process Systems Engineering, idaes-examples, idaes-pse, idaes-ui
PARETO 0.8.0 Release

PARETO 0.8.0 Release. Highlights:

Model Updates
- Applied unified sets for pipeline and trucking arcs in strategic model
- Apply unified sets for pipeline and trucking arcs in operational model
- Added new config argument for removal efficiency calculation method
- Standardized bidirectional capacity constraint
- Added dependencies removed in IDAES 2.1
- Created bounding functions & utilities
- Added Hydraulics module to the strategic model
- Add additional arc types to strategic model

Documentation and Tutorial Updates
- Improved PARETO treatment document
- Introduced general tutorial and treatment module Jupyter notebooks for Strategic Model
- Update docs with correct support email list address
- Consolidate and deduplicate Getting Started and resources for developers
- Enable Black formatting for Jupyter notebooks
- Add Binder configuration files and README

Bug Fixes
- Fix strategic model documentation typos
- Removed duplicated units from output file header

UI Updates
- Added view for comparing different scenarios
- Added functionality for manually overriding PARETO decisions

Tags: PARETO, PARETO-UI, PSE, Process Systems Engineering, Produced water, Water
PARETO 0.5.0 Release

PARETO 0.5.0 Release. Highlights:

Treatment Center Modeling
- New case study with desalination, clean brine, and evaporation treatment technologies
- New option to reduce disposal capacity due to Seismic Response Areas (SRA)
- New option to consider water sharing outside of system

General Updates
- New features for Sankey Diagram visualization (multiple regions, filtered time periods)
- Introduce badges to README.md
- Convert documentation to ASCII LaTeX
- Code cleaning and maintenance
- Correct strategic model documentation typo
- Update and format treatment demo input spreadsheet

Bug Fixes
- Fix water quality operational model results printing bug
- Piping and trucking variables are now built only over defined arcs instead of all possible connections
- Revise pipeline expansion cost constraints, ensure that all pipelines built incur cost

Tags: PARETO, PARETO-UI, PSE, Process Systems Engineering, Produced water, Water
PARETO 0.7.0 Release

PARETO 0.7.0 Release. Highlights:

- Update years for copyright
- Correct Core-dev installation instructions
- Improve delivery constraint indexing
- Incorporate component removal efficiency at treatment sites
- Allow model Parameters to be mutable
- Address CodeCov failures
- Ensure compatibility with IDAES v2

Tags: PARETO, PARETO-UI, PSE, Process Systems Engineering, Produced water, Water
PARETO 0.9.0 Release

PARETO 0.9.0 Release. Highlights:

New Features
- Initial beneficial reuse implementation
- Post-optimization timing for infrastructure buildout

Bug Fixes
- Address Pyomo solver bug for UI Gurobi solve
- Update Toy Case Study to feasible data for hydraulics post_process
- Update Jupyter notebook for fall release

UI Updates
- Added functionality to optimize with hydraulics options
- Added new plots to KPI dashboard for water quality and hydraulics timelines

Tags: PARETO, PARETO-UI, PSE, Process Systems Engineering, Produced water, Water
PARETO UI 24.01.24 (0.9.0) Release

This is a standalone release of PARETO UI using the previously released PARETO version 0.9.0 for the backend..  New features in this version of PARETO UI are:

- Added functionality to upload GIS map network visualizations and auto generate input templates

- Added map visualizations based on GIS data

Tags: PARETO, PARETO-UI, PSE, Process Systems Engineering, Produced water, Water
NETL Natural Gas Lifecycle Model

This is the excel-based life cycle model that contains all the parameters and Monte Carlo simulation capabilities to model the techno-regions contained in the report: Life Cycle Analysis of Natural Gas Extraction and Power Generation: U.S. 2020 Emissions Profile.

Tags: LCA, LCI, Monte Carlo simulation, Natural Gas, Shale gas, conventional gas, life cycle analysis, life cycle assessment, unconventional gas
WaterTAP 0.3 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.4 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.5 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.6 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.


Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.8 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.7 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
Geoanalytical Evaluation of Saline Storage (GEESS) Geodatabase v1.0

The Geoanalytical Economic Evaluation of Saline Storage (GEESS) geodatabase was developed to support the U.S. Department of Energy (DOE) and National Energy Technology Laboratory (NETL) in their geologic carbon storage efforts by characterizing saline geologic formations present in the FECM/NETL CO2 Saline Storage Cost Model (CO2_S_COM) [1]. Using publicly available literature and data, the GEESS geodatabase characterizes 57 geologic formations across the lower-48 U.S. states in what are called Fully Integrated Geodatabases (FIGs). The FIG is a vector polygon feature containing thousands or tens of thousands of individual polygons, which each contain discrete geologic parameter values.  A list of the critical geologic parameters that are characterized in the GEESS geodatabase are described in the “Processing Steps and Workflow” part of the ReadMe file, as well as the Data Catalog accompanying the GEESS geodatabase.

The FIG is the basis of the GEESS geodatabase and is the direct representation of the collected geologic data. In addition to the FIG, the GEESS system contains grid files. Due to the complexity of the FIGs, grids are used to sample the geologic data so they can be exercised within CO2_S_COM. The grid files contain the geologic data sampled from the FIG, as well as estimates of “Plume Uncertainty Diameter” and “First-year Break-even Price of CO2” derived from CO2_S_COM based on the GEESS grid data.


Tags: CO2 plume, GEESS, Geoanalytical Economic Evaluation of Saline Storage, United States, carbon storage, depositional environment, depth, first-year break-even price of CO2, fracture pressure, geoanalytical, geodatabase, geologic, geology, lithology, permeability, plume diameter, porosity, pressure, saline storage, salinity, temperature, thickness
WaterTAP 0.10 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.11 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
WaterTAP 0.12 Release

The Water treatment Technoeconomic Assessment Platform (WaterTAP) is an open-source Python-based software package that supports the simulation and optimization of process-scale water treatment trains. WaterTAP seeks to provide the broader water research community with an integrated modeling capability to evaluate cost, energy, and environmental tradeoffs across water treatment options and identify high impact opportunities for innovation including novel materials, processes, and systems.

An updated version of WaterTAP is released quarterly and each includes documentation and release notes.

Tags: IDAES, Process Systems Engineering, Technoeconomic Assessment, Water Treatment, WaterTAP
Constituent Data Replacement Tool

The purpose of this tool is to estimate key parameters that may be missing in public wastewater composition datasets. The tool can be applied to develop complete treatment and critical mineral extraction profiles for leachate, produced water and other aqueous waste streams.
The tool applies machine learning algorithms to replace missing data in a user’s water data set that are adjusted based on user preferences for options including algorithm type, number of features, and classification variables. The tool can use the user’s data alone or combine user data with the NEWTS USGS Produced Water Database for more robust training.
This research was funded by the U.S. Department of Energy’s Office Fossil Energy and Carbon Management (FECM) through National Energy Technology Laboratory’s ongoing research under the Water Management for Power System Field Work Proposal, DE-FECM 1022428 and Critical Minerals Field Work Proposal, DE-FECM 1022420.

Tags: Aqueous Chemistry, Machine Learning, Wastewater
IDAES-PSE 2.4.0 Release

The Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform is a versatile computational environment offering extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems. IDAES enables users to efficiently search vast, complex design spaces to discover the lowest cost, most environmentally sustainable solutions while supporting the full process modeling lifecycle, from conceptual design to dynamic optimization and control. The extensible, open platform empowers users to create models of novel processes and rapidly develop custom analyses, workflows, and end-user applications..

Deprecations
•	Convergence Analysis tool (idaes/core/util/convergence): deprecated in favor of new Parameter Sweep tools. To be removed in v3.0.0.

New Beta Capabilities
•	Parameter Sweep Tool (idaes.core.util.parameter_sweep)
o	A new API for defining and performing parameter sweep studies on IDAES models has been developed
•	Diagnostics Tools (idaes.core.util.model_diagnostics)
o	New methods for identifying duplicate variables and constraints have been added to the diagnostics toolbox
o	New tools for detecting ill conditioning in Jacobians have been developed and are available in the model_diagnostics module. These provide alternatives to the existing DegeneracyHunter toolbox, and will eventually be merged with this capability, but initial working versions have been provided as beta capabilities for interested users
o	IpoptConvergenceAnalysis (replaces deprecated Convergence Analysis tool):
	A new tool for performing convergence analysis studies that leverages the new Parameter Sweep tools has been developed. This tool allows users to define the input parameters to their model and sampling methods for these (leveraging Pysmo's sampling tools) and to then solve their model across the sampled domains and return a summary of the solver performance (IPOPT only)

Improved Models
•	Thickener model (idaes.models.unit_models.solid_liquid.thickener)
o	Improved model to include predictive correlations for unit sizing based on settling velocity measurements (steady-state only)
•	Modular Property Packages
o	Added general support for calculating critical properties of mixtures using defined Equation of State modules. New API defined for Equation of State modules in order to define the necessary constraints for calculating critical properties (most EoS modules DO NOT support calculation of critical properties (yet))
o	Added new methods to Cubic Equation of State module to support calculation of critical properties


Tags: DiagnosticsToolbox, IDAES, PSE, Process Systems Engineering, idaes-examples, idaes-pse, idaes-ui
2020 natural gas LCA data appendices

This collection is the data-centric appendices for the report Life Cycle Analysis of Natural Gas Extraction and Power Generation: U.S. 2020 Emissions Profile. It consists of Appendix A: Additional Modeling Parameters [spreadsheet]; Appendix B: Water Burdens [spreadsheet]; Appendix D: Simulation of Liquids Unloading [python script and spreadsheet]; Appendix E: Detailed GHG Results for All Scenarios [spreadsheet]; Appendix F: Full Inventory Results [spreadsheet]; and Appendix I: Stage-Level Natural Gas Loss and Consumption Rates [spreadsheet]. 

Tags: Appendices, GWP, LCA, LCI, Natural Gas
FECM/NETL CO2 Saline Storage Cost Model CO2_S_COM 2024 (v4)

The U.S. Department of Energy's (DOE) Office of Fossil Energy and Carbon Management (FECM), in collaboration with the National Energy Technology Laboratory (NETL), has developed the FECM/NETL CO2 Saline Storage Cost Model (CO2_S_COM). This Excel-based tool provides a comprehensive framework for estimating the costs and breakeven prices associated with storing carbon dioxide (CO2) in deep saline formations. Designed from the perspective of a CO2 storage site owner, the CO2_S_COM incorporates four integrated modules—project management, financial analysis, activity cost estimation, and geological evaluation—to deliver fast, robust and actionable insights for screening project finances.

Tags: CO2 Storage Costs, CO2 storage, Cost Analysis, Excel, Saline Aquifers
Offshore Geologic Carbon Storage Inventory Dashboard

The Offshore Geologic Carbon Storage Inventory Dashboard is an interactive dashboard. The dashboard showcases the Offshore Geologic Carbon Storage (GCS) Inventory. It is intended to be used for research and comparison purposes, see full disclaimer and credits.  

Tags: Carbon Sequestration, DOE, NETL, National Energy Technology Lab, Offshore Carbon Storage, US Department of Energy, carbon storage, geologic carbon storage, offshore
Offshore Geologic Carbon Storage Data Collection and Data Gaps Analysis Report

This is a TRS documenting the Offshore Geologic Carbon Storage Data Collection. It describes the Data Collection web application and its creation as well as an accompanying Data Gaps Assessment. We present an interactive data collection and data gaps analysis to aggregate, understand, and disseminate the data that are publicly available to support offshore GCS in the United States. This data collection and data gaps analysis can be leveraged by stakeholders to understand where GCS may be viable offshore, create GCS project analogs, and address challenges to GCS in offshore environments. https://doi.org/10.2172/2382659

Tags: Carbon storage, Offshore Carbon Storage, geologic carbon storage
Carbon Storage Technical Viability Approach (CS TVA) Data Availability Results Database

The Carbon Storage Technical Viability Approach (CS TVA) Data Availability Results Database v1.0 is the output of a data availability assessment workflow that was developed by NETL to create a tool for spatial data availability assessment. This results database is the output of the first version of the workflow performed on the data with the CS TVA Database v2.0. 

Tags: CS TVA, EDX4CCS, United States, carbon storage, data availability, data science, environmental and community metrics, infrastructure, spatial data, subsurface
Carbon Storage Technical Viability Approach (CS TVA) Database

The Carbon Storage Technical Viability Approach (CS TVA) database was developed to support the implementation of the CS TVA Matrix to a national data availability assessment for technically viable carbon storage. This database leverages the efforts of multiple adjacent and overlapping databases by non-redundantly combining the databases into a single database along with additionally providing tags facilitating the CS TVA. The non-redundant aspect of the database permits an accurate assessment of the concentration of available data, aiding in spatial and categorical data gaps analysis relative to the individual CS TVA Matrix Components. Version 2.0 of the database is an expansion of Version 1.0. Version 2.0 was created to include additional data gathered to fill gaps in the existing data set. Downloading the CS TVA v2.0 database will result in two separate databases, the version 1.0 original .gdb, and a second addendum .gdb with the new data gathered, together these two databases make up v2.0. Please see the ReadMe file below for full details, metadata information, use disclaimer, and attributions. 

Tags: CCS, Carbon Dioxide Storage, Carbon Sequestration, Carbon dioxide, Energy Community, GCS, Geologic carbon storage, Geology, Infrastructure, National Energy Tech. Laboratory, Political Boundaries, Structural Geology, Transportation, carbon capture and storage, geology, geophysics, geophysics structural, local political boundaries, subsurface data, transportation infrastructure