環保專案成果報告查詢系統

專案計畫編號
經費年度	112
計畫經費	7,225 千元
預算科目	區域環境管理-推動環境執法及策略
專案開始日期	2023/03/02
專案結束日期	2023/11/30
專案主持人	何平世
主辦單位	環管署環境執法組
承辦人	王安齊
執行單位	振興發科技有限公司
專案分類	區域環境管理
中文關鍵字	車牌辨識、事業廢棄物清運機具、空氣污染
英文關鍵字	license plate recognition, industrial waste clearance and transport machinery, Air pollution
協同主持人
共同主持人
計畫聯絡人	王慕容
計畫聯絡電話	02-23393250#
計畫聯絡信箱	cindywang@mail.pstcom.com.tw

中文摘要	本計畫主要目標包含：（一）研析空氣污染犯罪潛勢行為邏輯。（二）研析資料展示及各級環保機關連繫之可行性作法。（三）針對廢棄物案件，研析清運機具運送行為模式。（四）研擬廢棄物稽查策略專案計畫。（五）協助本計畫推動各項行政業務。針對空氣污染熱區，本計畫透過介接桃園市、彰化縣，及臺南市空氣IOT資料，供TrackAIR平台進行篩選污染熱區及風險潛勢污染源分析，產出風險事業名單，並提供空氣污染熱區結果視覺化頁面，呈現最近24小時的計算結果。在廢棄物棄置熱區方面，本計畫建置非法棄置智慧圍籬系統，當清運車輛經過監控點位，系統取得車牌辨識結果並回傳至系統，系統透過AI模組判斷車輛是否為資源循環署列管車輛。若為列管車輛且軌跡異常，則系統會發出告警。若不是列管車輛，系統會進一步判斷車籍資料是否有異常情形。系統產出異常名單後，透過稽查合作網，依照異常車輛執法標準作業程序，本計畫每月將軌跡異常車輛名單移交給相關權責單位，要求業者改善。
中文關鍵字	車牌辨識、事業廢棄物清運機具、空氣污染

中文摘要

本計畫主要目標包含：（一）研析空氣污染犯罪潛勢行為邏輯。（二）研析資料展示及各級環保機關連繫之可行性作法。（三）針對廢棄物案件，研析清運機具運送行為模式。（四）研擬廢棄物稽查策略專案計畫。（五）協助本計畫推動各項行政業務。針對空氣污染熱區，本計畫透過介接桃園市、彰化縣，及臺南市空氣IOT資料，供TrackAIR平台進行篩選污染熱區及風險潛勢污染源分析，產出風險事業名單，並提供空氣污染熱區結果視覺化頁面，呈現最近24小時的計算結果。在廢棄物棄置熱區方面，本計畫建置非法棄置智慧圍籬系統，當清運車輛經過監控點位，系統取得車牌辨識結果並回傳至系統，系統透過AI模組判斷車輛是否為資源循環署列管車輛。若為列管車輛且軌跡異常，則系統會發出告警。若不是列管車輛，系統會進一步判斷車籍資料是否有異常情形。系統產出異常名單後，透過稽查合作網，依照異常車輛執法標準作業程序，本計畫每月將軌跡異常車輛名單移交給相關權責單位，要求業者改善。

中文關鍵字

車牌辨識、事業廢棄物清運機具、空氣污染

類型	檔名	檔案大小	說明	最新版公開日期
期末報告	02_本文_112年智慧區塊_成果報告(公開版).pdf	43MB	成果報告(公開版)	2023/12/31 上午 12:00:00

摘要	The main goals of this project include: (1) Analyzing the logic behind air pollution criminal predisposition behaviors. (2) Analyzing the feasibility of data presentation and coordination with environmental agencies at all levels. (3) Analyzing the transportation behavior patterns of Industrial waste clearance and transport machinery in waste disposal cases. (4) Formulating a waste inspection strategy project plan. (5) Assisting in advancing various administrative tasks related to this project. The project utilizes air quality IoT data from Taoyuan City, Changhua County, and Tainan City, providing the data to the TrackAIR platform for screening pollution hotspots and conducting analyses on potential pollution sources and risks. Finally the project generates a list of businesses which could be the potential pollution sources and presents the results of air pollution hotspots in a visualized format, displaying calculations from the past 24 hours. In the context of illegal waste disposal hotspots, this project establishes an AI Virtual Fence System for avoiding illegal dumping. When the transport machinery passes through monitoring spots, the system obtains license plate recognition results and sends the data back to the system. The system utilizes an AI module to determine whether the vehicle is listed in the Resource Circulation Administration's managed vehicles. If the vehicle is on the list, and the GPS track is also abnormal, it will be alarmed by the system. If the vehicle is not on the list, the system will make sure if there are any abnormal vehicle registration information for further check. After generating a list of anomalies, the system transfers it to relevant authorities through the inspection cooperation network. Following the standard operating procedures for enforcement of abnormal vehicles, this project submits the list of vehicles with abnormal trajectories to the responsible authorities on a monthly basis, in order to receive the corrective action from the businesses.
英文關鍵字	license plate recognition, industrial waste clearance and transport machinery, Air pollution

摘要

The main goals of this project include: (1) Analyzing the logic behind air pollution criminal predisposition behaviors. (2) Analyzing the feasibility of data presentation and coordination with environmental agencies at all levels. (3) Analyzing the transportation behavior patterns of Industrial waste clearance and transport machinery in waste disposal cases. (4) Formulating a waste inspection strategy project plan. (5) Assisting in advancing various administrative tasks related to this project. The project utilizes air quality IoT data from Taoyuan City, Changhua County, and Tainan City, providing the data to the TrackAIR platform for screening pollution hotspots and conducting analyses on potential pollution sources and risks. Finally the project generates a list of businesses which could be the potential pollution sources and presents the results of air pollution hotspots in a visualized format, displaying calculations from the past 24 hours. In the context of illegal waste disposal hotspots, this project establishes an AI Virtual Fence System for avoiding illegal dumping. When the transport machinery passes through monitoring spots, the system obtains license plate recognition results and sends the data back to the system. The system utilizes an AI module to determine whether the vehicle is listed in the Resource Circulation Administration's managed vehicles. If the vehicle is on the list, and the GPS track is also abnormal, it will be alarmed by the system. If the vehicle is not on the list, the system will make sure if there are any abnormal vehicle registration information for further check. After generating a list of anomalies, the system transfers it to relevant authorities through the inspection cooperation network. Following the standard operating procedures for enforcement of abnormal vehicles, this project submits the list of vehicles with abnormal trajectories to the responsible authorities on a monthly basis, in order to receive the corrective action from the businesses.

英文關鍵字

license plate recognition, industrial waste clearance and transport machinery, Air pollution