title: ÐÐ¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ð¹ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ°
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Optimization of the Urban Development Planning Process Using Artificial Intelligence
Creators: name: ÐÐ¾ÑÐ°ÑÑÐ²Ð°, Ð¡Ð½ÐµÐ¶Ð°Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ðµ ÑÐ°Ð·Ð²Ð¸ÑÐ¸Ðµ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸
ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð°Ñ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ°
Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ
Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ð²Ð½Ð¾Ðµ Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ
Ð¸Ð½ÑÐ¾Ð»ÑÑÐ¸Ñ
ÐºÐ¾Ð¼ÑÐ¾ÑÑÐ½Ð¾ÑÑÑ Ð²ÐµÑÑÐ¾Ð²Ð¾Ð³Ð¾ Ð¿Ð¾ÑÐ¾ÐºÐ°
ÑÐ¾Ð»Ð½ÐµÑÐ½Ð°Ñ ÑÐ½ÐµÑÐ³Ð¸Ñ
integrated territory development
integrated development
artificial intelligence
generative design
insolation
wind flow comfort
solar energy

description: Ð¢ÐµÐ¼Ð° Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ: Â«ÐÐ¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ð¹ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ°Â». ÐÐ±ÑÐµÐºÑÐ¾Ð¼ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑÐ²Ð»ÑÐµÑÑÑ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð°Ñ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ° ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸, Ð° Ð¿ÑÐµÐ´Ð¼ÐµÑÐ¾Ð¼ â Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð°ÑÐ¸Ñ Ð¿ÑÐ¾ÑÐµÑÑÐ° ÐµÐµ Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ. Ð¦ÐµÐ»Ñ ÑÐ°Ð±Ð¾ÑÑ â Ð¾Ð¿ÑÐ¸Ð¼Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð¿ÑÐ¾ÑÐµÑÑ Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ð¹ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸, Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÑ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½ÑÐ¹ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑ. Ð ÐºÐ°ÑÐµÑÑÐ²Ðµ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ñ Ð¾Ð±ÑÐµÐ½Ð°ÑÑÐ½ÑÐµ Ð¼ÐµÑÐ¾Ð´Ñ Ð¿Ð¾Ð·Ð½Ð°Ð½Ð¸Ñ. Ð Ð¿ÑÐ¾ÑÐµÑÑÐµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¸ ÑÐ°ÑÑÐ¼Ð¾ÑÑÐµÐ½Ñ ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ðµ Ð¾ÑÐµÑÐµÑÑÐ²ÐµÐ½Ð½ÑÐµ Ð¸ Ð·Ð°ÑÑÐ±ÐµÐ¶Ð½ÑÐµ Ð¿ÑÐ¸Ð¼ÐµÑÑ ÐºÐ°Ð¶Ð´Ð¾Ð³Ð¾ Ð²Ð¸Ð´Ð° ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ð³Ð¾ ÑÐ°Ð·Ð²Ð¸ÑÐ¸Ñ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð¸Ð·ÑÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½ÑÑ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¾Ð² ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑÐ½Ð¾Ð¹ Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ð¸ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ Ð²ÑÐ±ÑÐ°Ð½Ð°, ÑÐ´Ð¾Ð²Ð»ÐµÑÐ²Ð¾ÑÑÑÑÐ°Ñ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÑÐ½Ð½ÑÐ¼ Ð² ÑÐ°Ð¼ÐºÐ°Ñ Ð´Ð°Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ ÐºÑÐ¸ÑÐµÑÐ¸ÑÐ¼, Autodesk Forma, Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ ÐºÐ¾ÑÐ¾ÑÐ¾Ð¹ Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð° Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ð¸ Ð¶Ð¸Ð»Ð¾Ð¹, Ð¾ÑÐ¸ÑÐ½Ð¾Ð¹ Ð¸ ÐºÐ¾Ð¼Ð¼ÐµÑÑÐµÑÐºÐ¾Ð¹ Ð·Ð°ÑÑÑÐ¾Ð¹ÐºÐ¸ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸, Ð½Ð°ÑÐ¾Ð´ÑÑÐµÐ¹ÑÑ Ð² Ð³. Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³. Ð ÑÐ»ÐµÐ´ÑÑÐ²Ð¸Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑÐ°ÑÑÑÑÐ¾Ð² ÐºÐ¾Ð»Ð¸ÑÐµÑÑÐ²Ð° ÑÐ¾Ð»Ð½ÐµÑÐ½ÑÑ ÑÐ°ÑÐ¾Ð², Ð´Ð¾ÑÑÐ°ÑÐ¾ÑÐ½Ð¾ÑÑÐ¸ Ð´Ð½ÐµÐ²Ð½Ð¾Ð³Ð¾ ÑÐ²ÐµÑÐ°, Ð¿ÐµÑÐµÑÐ¾Ð´Ð½Ð¾Ð¹ ÐºÐ¾Ð¼ÑÐ¾ÑÑÐ½Ð¾ÑÑÐ¸ Ð¾Ñ Ð²ÐµÑÑÐ¾Ð²Ð¾Ð³Ð¾ Ð¿Ð¾ÑÐ¾ÐºÐ°, Ð¿Ð¾Ð»ÑÑÐ°ÐµÐ¼Ð¾Ð¹ ÑÐ¾Ð»Ð½ÐµÑÐ½Ð¾Ð¹ ÑÐ½ÐµÑÐ³Ð¸Ð¸, Ð° ÑÐ°ÐºÐ¶Ðµ Ð²ÐµÑÑÐ¾Ð²Ð¾Ð³Ð¾ Ð¿Ð¾ÑÐ¾ÐºÐ° Ð¿Ð¾ ÐºÐ°Ð¶Ð´Ð¾Ð¼Ñ Ð½Ð°Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ, Ð±ÑÐ»Ð¸ Ð²Ð½ÐµÑÐµÐ½Ñ ÐºÐ¾ÑÑÐµÐºÑÐ¸ÑÐ¾Ð²ÐºÐ¸ Ð²Ð¾ Ð²ÑÐ¾Ð´Ð½ÑÐµ Ð´Ð°Ð½Ð½ÑÐµ Ð¸ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð° Ð½Ð¾Ð²Ð°Ñ Ð³ÐµÐ½ÐµÑÐ°ÑÐ¸Ñ, ÑÐ´Ð¾Ð²Ð»ÐµÑÐ²Ð¾ÑÑÑÑÐ°Ñ Ð²ÑÐµÐ¼ ÑÑÐµÐ±Ð¾Ð²Ð°Ð½Ð¸ÑÐ¼.
description: Thesis Title: "Optimization of the Urban Development Planning Process Using Artificial Intelligence". The object of the research is urban development planning, and the subject is the optimization of its design process. The aim of the thesis is to optimize the urban development planning process using artificial intelligence. The research employs general scientific methods of cognition. The study examines existing domestic and international examples of various types of urban development. As a result of studying software products for comprehensive development planning, Autodesk Forma was selected based on the criteria established within this thesis. Using Autodesk Forma, a generation of residential, office, and commercial buildings was performed for a site located in St. Petersburg. As a result of analyzing calculations for the number of sunlight hours, adequacy of daylight, pedestrian comfort from wind flow, received solar energy, and wind flow in each direction, adjustments were made to the input data, leading to a new generation that meets all the requirements.