Davide Fiocco davidefiocco

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Energy-Economy-Environment Modeling: A Concepts Primer

From Carbon Taxes to Climate Risk — How Models Answer the Hard Questions

Purpose: This primer teaches the foundational concepts behind energy-economy-environment (E3) modeling, then shows how different modeling approaches tackle the concrete questions that drive climate and energy policy. It is designed for readers with a quantitative background who are new to the field.

How to use this document: Parts I–III build the conceptual toolkit — economics, mathematics, and energy systems. Part IV is the heart: eight policy questions, each analyzed through multiple modeling paradigms that often give different answers. Part V covers practical integration. Appendix E provides standalone one-page profiles of each modeling paradigm, referenced throughout.

	# /// script
	# requires-python = ">=3.11"
	# dependencies = [
	# "python-kasa",
	# "lz4",
	# "pillow",
	# ]
	# ///
	# Requires the room-cleaning branch for clean.current_map_id:
	# pip install git+https://github.com/davidefiocco/python-kasa@feat/room-cleaning-improvements

	#!/usr/bin/env python3

	from smolagents import OpenAIServerModel
	from smolagents import CodeAgent, VisitWebpageTool, FinalAnswerTool
	from smolagents.tools import tool, Tool
	from datetime import datetime
	import os

	EXA_API_KEY = os.getenv("EXA_API_KEY")
	HF_TOKEN = os.getenv("HF_TOKEN")

	{"text":"Spam spam lovely spam!"}
	{"text":"I like scrambled eggs."}
	{"text":"I prefer spam!"}