Methodologies for the design of Positive Energy Districts: A sco** literature review and a proposal for a new approach (PlanPED)
Cities can substantially contribute to European Green Deal targets by accelerating their
transition towards smarter, more efficient, and renewable-based energy models. In that …
transition towards smarter, more efficient, and renewable-based energy models. In that …
[PDF][PDF] Advancing AI-Enabled Techniques in Energy System Modeling: A Review of Data-Driven, Mechanism-Driven, and Hybrid Modeling Approaches
Y Lin, J Tang, J Guo, S Wu, Z Li - Energies, 2025 - researchgate.net
Artificial intelligence (AI) is increasingly essential for optimizing energy systems, addressing
the growing complexity of energy management, and supporting the integration of diverse …
the growing complexity of energy management, and supporting the integration of diverse …
[HTML][HTML] Load-shifting for cost, carbon, and grid benefits: A model-driven adaptive survey with German and Swiss households
Survey data helps understand user energy behaviour and inform policies supporting the
transition to a renewable, user-centric electricity grid. To explore user responses to dynamic …
transition to a renewable, user-centric electricity grid. To explore user responses to dynamic …
The effects of fair allocation principles on energy system model designs
What constitutes socially just or unjust energy systems or transitions can be derived from
philosophy and theories of justice. Assessments of distributive justice and utilising them in …
philosophy and theories of justice. Assessments of distributive justice and utilising them in …
[HTML][HTML] Exploring local CO2 mitigation strategies in transportation under ambitious national policies–A participatory energy system modelling approach
Sweden has adopted ambitious climate targets which require deep cuts in CO 2 emissions
from transportation. To achieve this, policies to incentivise road vehicle electrification and …
from transportation. To achieve this, policies to incentivise road vehicle electrification and …
Human-in-the-loop MGA to generate energy system design options matching stakeholder needs
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 …
Integrating Social Aspects into Energy System Modelling Through the Lens of Public Perspectives: A Review
The energy system model (ESM) predominantly emphasises techno-economic factors and
often overlooks the essential social dimensions that are crucial for successful energy …
often overlooks the essential social dimensions that are crucial for successful energy …
[PDF][PDF] Rethink energy system models to support interdisciplinary and inclusive just transition debates
The goal of a just transition to climate neutrality is high on the political agenda. Just
transition refers to “a fair and equitable process of transition to a post-carbon …
transition refers to “a fair and equitable process of transition to a post-carbon …
Controversy and consensus: common ground and best practices for life cycle assessment of emerging technologies
R Woods-Robinson, M Carbajales-Dale… - arxiv preprint arxiv …, 2024 - arxiv.org
The past decade has seen a surge in public and private interest in the application of life
cycle assessment (LCA), further accelerated by the emergence of new policies and …
cycle assessment (LCA), further accelerated by the emergence of new policies and …
Philosophical views of justice and their implications in energy systems modelling
What constitutes socially just or unjust energy systems or transitions can be derived from the
philosophy and theories of justice. Assessments of justice and utilising them in modelling …
philosophy and theories of justice. Assessments of justice and utilising them in modelling …