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# Smart Infrastructure
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- [Smart Infrastructure](#smart-infrastructure)
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- [General Methodology](#general-methodology)
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## General Methodology
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1. Business understanding: What is the problem to solve
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# Intelligent Transportation Systems
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<!--toc:start-->
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- [Intelligent Transportation Systems](#intelligent-transportation-systems)
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- [Introduction to ITS: A key component in smart cities](#introduction-to-its-a-key-component-in-smart-cities)
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- [Variants:](#variants)
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- [Methods and (information and communication) technologies (or bullshit buzzwords)](#methods-and-information-and-communication-technologies-or-bullshit-buzzwords)
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- [Examples in Smart City Planning and Policy Making](#examples-in-smart-city-planning-and-policy-making)
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- [Reasons](#reasons)
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- [Climate](#climate)
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- [Safety](#safety)
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- [Efficiency](#efficiency)
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- [Experience / Cost](#experience-cost)
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- [Implementation](#implementation)
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- [Implementing ITS with information and communication technology](#implementing-its-with-information-and-communication-technology)
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- [Information needed](#information-needed)
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- [Communication needed](#communication-needed)
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- [Vehicle to everything: V2X](#vehicle-to-everything-v2x)
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- [Data sources](#data-sources)
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- [Smart Infrastructure: Road sensors](#smart-infrastructure-road-sensors)
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- [Smart Vehicles: Vehicle mounted sensors](#smart-vehicles-vehicle-mounted-sensors)
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- [Vulnerable Road Users (VRU): Sensors carried by VRUS](#vulnerable-road-users-vru-sensors-carried-by-vrus)
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- [Perception](#perception)
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- [Vehicle-Road-Cloud Integration System (VRCIS)](#vehicle-road-cloud-integration-system-vrcis)
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- [Collaborative perception](#collaborative-perception)
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- [Cross domain perception: not only spatial (shape), for example also traffic flow](#cross-domain-perception-not-only-spatial-shape-for-example-also-traffic-flow)
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- [Summary: Smart mobility (Seems important)](#summary-smart-mobility-seems-important)
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<!--toc:end-->
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## Introduction to ITS: A key component in smart cities
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### Variants:
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# Smart Grid Ethan Version
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- [Smart Grid Ethan Version](#smart-grid-ethan-version)
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- [Definition](#definition)
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- [Present state](#present-state)
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- [Perspective](#perspective)
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- [Challenges](#challenges)
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- [Electricity market](#electricity-market)
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- [Data flow](#data-flow)
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- [Intro (WTF)](#intro-wtf)
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- [Integrating data with ML](#integrating-data-with-ml)
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- [Summary](#summary)
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- [Examples](#examples)
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- [Shell energy](#shell-energy)
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- [TESLA](#tesla)
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<!--toc:end-->
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## Definition
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- Definition of electrical grid:
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# Smart grid
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- [Smart grid](#smart-grid)
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- [Not smart grid](#not-smart-grid)
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- [Smart grid](#smart-grid)
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- [Reason](#reason)
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- [Implementation](#implementation)
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- [Optimizing the electric grid](#optimizing-the-electric-grid)
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- [Big data and smart grid:](#big-data-and-smart-grid)
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- [Load shifting / Peak shaving](#load-shifting-peak-shaving)
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- [Other considerations for smart grid](#other-considerations-for-smart-grid)
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- [Privacy concern](#privacy-concern)
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- [Flexibility, and comfort of saving electricity](#flexibility-and-comfort-of-saving-electricity)
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- [Use cases : Household power usage](#use-cases-household-power-usage)
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- [Example solutions](#example-solutions)
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## Not smart grid
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- Electric grid, production, delivery and consumption has to occur
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