Measuring Exploration: Review and Systematic Evaluation of Modelling to Generate Alternatives Methods in Macro-Energy Systems Planning Models
As decarbonization agendas mature, macro-energy systems modelling studies have
increasingly focused on enhanced decision support methods that move beyond least-cost …
increasingly focused on enhanced decision support methods that move beyond least-cost …
[HTML][HTML] What is redundant and what is not? Computational trade-offs in modelling to generate alternatives for energy infrastructure deployment
Given the urgent need to devise credible, deep strategies for carbon neutrality, approaches
for 'modelling to generate alternatives'(MGA) are gaining popularity in the energy sector. Yet …
for 'modelling to generate alternatives'(MGA) are gaining popularity in the energy sector. Yet …
Funplex: A Modified Simplex Algorithm to Efficiently Explore Near-Optimal Spaces
Modeling to generate alternatives (MGA) is an increasingly popular method in energy
system optimization. MGA explores the near-optimal space, namely, system alternatives …
system optimization. MGA explores the near-optimal space, namely, system alternatives …
Energy Scenario Exploration with Modeling to Generate Alternatives (MGA)
JF DeCarolis, S Babaee, B Li, S Kanungo - arXiv preprint arXiv …, 2019 - arxiv.org
Energy system optimization models (ESOMs) should be used in an interactive way to
uncover knife-edge solutions, explore alternative system configurations, and suggest …
uncover knife-edge solutions, explore alternative system configurations, and suggest …
Modelling to generate alternatives with an energy system optimization model
JF DeCarolis, S Babaee, B Li, S Kanungo - Environmental Modelling & …, 2016 - Elsevier
Energy system optimization models (ESOMs) should be used in an interactive way to
uncover knife-edge solutions, explore alternative system configurations, and suggest …
uncover knife-edge solutions, explore alternative system configurations, and suggest …
[HTML][HTML] Evaluating near-optimal scenarios with EnergyPLAN to support policy makers
Energy system modelling may support policymakers in their energy planning efforts. Energy
system modellers usually identify the optimal system configuration based on an economic …
system modellers usually identify the optimal system configuration based on an economic …
Using modeling to generate alternatives (MGA) to expand our thinking on energy futures
JF DeCarolis - Energy Economics, 2011 - Elsevier
Energy-economy optimization models–encoded with a set of structured, self-consistent
assumptions and decision rules–have emerged as a key tool for the analysis of energy and …
assumptions and decision rules–have emerged as a key tool for the analysis of energy and …
Human-in-the-loop MGA to generate energy system design options matching stakeholder needs
F Lombardi, S Pfenninger - arXiv preprint arXiv:2407.14353, 2024 - arxiv.org
Using cost-optimisation to support energy system design decisions hides from view many
more feasible designs that, while economically comparable to the least-cost option, may …
more feasible designs that, while economically comparable to the least-cost option, may …
Development of an Energy Planning Model Using Temporal Production Simulation and Enhanced NSGA-III
X Li, Y Ni, S Yang, Z Feng, Q Liu, J Qiu… - … on Energy Web, 2024 - publications.eai.eu
This paper presents an innovative model of Energy Planning Model which allows navigating
the complexities of modern energy systems. Our model utilizes a combination of Temporal …
the complexities of modern energy systems. Our model utilizes a combination of Temporal …
Long-Term Carbon-Efficient Planning for Geographically Shiftable Resources: A Monte Carlo Tree Search Approach
The global climate challenge is demanding urgent actions for decarbonization, while electric
power systems take the major roles in the clean energy transition. Due to the existence of …
power systems take the major roles in the clean energy transition. Due to the existence of …