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# Smart Infrastructure # Smart Infrastructure
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- [Smart Infrastructure](#smart-infrastructure)
- [General Methodology](#general-methodology)
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## General Methodology ## General Methodology
1. Business understanding: What is the problem to solve 1. Business understanding: What is the problem to solve

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# Intelligent Transportation Systems # Intelligent Transportation Systems
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- [Intelligent Transportation Systems](#intelligent-transportation-systems)
- [Introduction to ITS: A key component in smart cities](#introduction-to-its-a-key-component-in-smart-cities)
- [Variants:](#variants)
- [Methods and (information and communication) technologies (or bullshit buzzwords)](#methods-and-information-and-communication-technologies-or-bullshit-buzzwords)
- [Examples in Smart City Planning and Policy Making](#examples-in-smart-city-planning-and-policy-making)
- [Reasons](#reasons)
- [Climate](#climate)
- [Safety](#safety)
- [Efficiency](#efficiency)
- [Experience / Cost](#experience-cost)
- [Implementation](#implementation)
- [Implementing ITS with information and communication technology](#implementing-its-with-information-and-communication-technology)
- [Information needed](#information-needed)
- [Communication needed](#communication-needed)
- [Vehicle to everything: V2X](#vehicle-to-everything-v2x)
- [Data sources](#data-sources)
- [Smart Infrastructure: Road sensors](#smart-infrastructure-road-sensors)
- [Smart Vehicles: Vehicle mounted sensors](#smart-vehicles-vehicle-mounted-sensors)
- [Vulnerable Road Users (VRU): Sensors carried by VRUS](#vulnerable-road-users-vru-sensors-carried-by-vrus)
- [Perception](#perception)
- [Vehicle-Road-Cloud Integration System (VRCIS)](#vehicle-road-cloud-integration-system-vrcis)
- [Collaborative perception](#collaborative-perception)
- [Cross domain perception: not only spatial (shape), for example also traffic flow](#cross-domain-perception-not-only-spatial-shape-for-example-also-traffic-flow)
- [Summary: Smart mobility (Seems important)](#summary-smart-mobility-seems-important)
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## Introduction to ITS: A key component in smart cities ## Introduction to ITS: A key component in smart cities
### Variants: ### Variants:

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# Smart Grid Ethan Version # Smart Grid Ethan Version
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- [Smart Grid Ethan Version](#smart-grid-ethan-version)
- [Definition](#definition)
- [Present state](#present-state)
- [Perspective](#perspective)
- [Challenges](#challenges)
- [Electricity market](#electricity-market)
- [Data flow](#data-flow)
- [Intro (WTF)](#intro-wtf)
- [Integrating data with ML](#integrating-data-with-ml)
- [Summary](#summary)
- [Examples](#examples)
- [Shell energy](#shell-energy)
- [TESLA](#tesla)
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## Definition ## Definition
- Definition of electrical grid: - Definition of electrical grid:

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# Smart grid # Smart grid
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- [Smart grid](#smart-grid)
- [Not smart grid](#not-smart-grid)
- [Smart grid](#smart-grid)
- [Reason](#reason)
- [Implementation](#implementation)
- [Optimizing the electric grid](#optimizing-the-electric-grid)
- [Big data and smart grid:](#big-data-and-smart-grid)
- [Load shifting / Peak shaving](#load-shifting-peak-shaving)
- [Other considerations for smart grid](#other-considerations-for-smart-grid)
- [Privacy concern](#privacy-concern)
- [Flexibility, and comfort of saving electricity](#flexibility-and-comfort-of-saving-electricity)
- [Use cases : Household power usage](#use-cases-household-power-usage)
- [Example solutions](#example-solutions)
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## Not smart grid ## Not smart grid
- Electric grid, production, delivery and consumption has to occur - Electric grid, production, delivery and consumption has to occur