2024年5月17日发(作者:电脑突然黑屏)
5G+
Smart Manufacturing
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Safe, Green, and Smart Sinopec
Guangzhou Empowered by 5G
The success of the 5G + smart petrochemical project has empowered 15 application scenarios in six major business fields, reducing
accident rate by 20% and harmful gas emissions by 30%, and creating an annual economic benefit of RMB 30 million. Based on the 5G cloud
network, Sinopec Guangzhou has transformed into a safe, green, and smart enterprise, and strives to become a paradigm in terms of both "clean
energy" and "transformation", taking the lead in driving the growth of the petrochemical industry.
Huang Haibin
Head of the Information Centre at Sinopec Guangzhou Petrochemical Company
Partners
Case Overview
The petrochemical industry plays a significant role in the national
economy and people's livelihood. China's GDP in 2020 stood at
RMB 101 trillion, and the petrochemical industry contributed RMB 11
trillion of revenue, accounting for 10.89% of the national GDP. Sinopec
Guangzhou Petrochemical Company (hereinafter referred to as
Sinopec Guangzhou), is one of the largest modern petrochemical
enterprises in South China and the only super-large refinery facility
of Sinopec in the Pearl River Delta region, boasting an A-level
informatisation level and a crude oil processing capacity of more than
10 million tons.
Sinopec Guangzhou is recogised by Sinopec Group as a key pilot
enterprise for the "world-class green and low-carbon urban refinery
demonstration enterprise construction". In line with the "safe, green,
and smart" development of the petrochemical industry, Sinopec
Guangzhou established partnerships with China Telecom, Petro-
Cyberworks Information Technology Co., Ltd., Huawei Technologies
Co., Ltd., Guangdong Communications and Networks Institute, and
Guangdong Telecom Planning and Design Institute to undertake
the special project of the Department of Science and Technology of
Guangdong Province and the key research and development tasks of
Sinopec Group in September 2020. Relying on the overall architecture
of data + platform + applications, Sinopec Guangzhou was able to
upload various on-site terminal data to the local data centre in a real-
time and secure manner via the 5G private network. Leveraging the
intelligent cloud platform's key capabilities in edge-cloud coordination,
big data operation, AI applications and business platforms, the
company has achieved safe, green, and intelligent applications in 15
major scenarios of six major business fields.
Intelligent supervision of on-site operation safety
Emergency command
Hazardous chemical control
Comprehensive management of factory premises
Smart firefighting
Safety
business
Equipment
business
Intelligent diagnosis of pump cluster
Intelligent blind plates
Energy management system
Smart water meter
Energy
business
Environmental
protection
business
VOC source tracing with big data
5G-based drone-aided pipeline inspection
Real-time monitoring of production abnormality
Regular online inspection of facilities
5G-based audio and video intelligent inspection
Production
business
5G cloud network
empowers 15 application
scenarios in six business
fields to create safe,
green, and smart Sinopec
Guangzhou
Supply
business
Intelligent warehousing AGVs
01
Safe, Green, and Smart Sinopec Guangzhou Empowered by 5G
5G in Verticals
in China 2022
Industry Challenges
Large state-owned petrochemical enterprises led by Sinopec in China
are among the first to explore and systematically propose the concept
of smart factories and put them into practice, which has produced an
impressive result. By learning from foreign counterparts' best practices
in information-based development, Sinopec successfully built its own
smart factories, which offered an excellent example for players in the
petrochemical industry. However, China's petrochemical industry still
has a long way to go with regard to the digitalized and intelligent
levels.
Sinopec Guangzhou identified the following issues during its
production. 1. The joint emergency response and command capabilities
were insufficient and integrated communications were not available.
respect to collection and transmission of production and
equipment operation data, some factories had remotely located
control centres from their equipment and used traditional copper wires
or optical fibers for wired transmission, which increased the network
deployment cost. 3. Grid monitoring of VOCs and odors across
the factory premises was in place, but the VOC emissions, fugacity
prediction, and emission traceability were not effectively monitored
and managed. 4. The information-based operation management was
not well executed due to the large workload on the site. 5. The existing
pump equipment status monitoring could not meet the requirement
for equipment health management, and the security and availability
of the wireless data transmission network needed to be improved. 6.
The traditional inspection mode without information-based control
was inefficient. 7. The manual collection, delivery, and sorting of bulky
cargoes resulted in a heavy workload and a low efficiency.
Therefore, Sinopec Guangzhou had an urgent need to improve
automation and intelligent levels in the factory by integrating 5G
+advanced technologies, in an effort to achieve lean production,
collaboration optimisation, safety enhancement, energy conservation
and environmental protection, green and low-carbon development, as
well as cost reduction and efficiency enhancement. The "5G + Smart
Petrochemical" project has injected new impetus into enterprise
management reform, resource optimization, business innovation and
efficiency enhancement, providing strong support for building first-
class enterprises.
Solutions and Benefits
The overall architecture of data + platform + applications enabled the company to upload on-site terminal data to the data centre in a real-time and
secure manner via the 5G (including NB-IoT) private network. Leveraging the intelligent cloud platform's key capabilities in edge-cloud coordination,
big data operation, AI applications, and business platforms, the company was able to achieve dynamic sensing, forecast and pre-warning, informed
decision-making, and targeted execution in six business fields, namely production, equipment, safety, environmental protection, supply chain, and
energy, bringing down the accident rate by 20% and the VOC emissions by 30%, and creating an annual economic benefit of RMB 30 million.
Application
scenarios
Smart production
inspections
Real-time monitoring
of production
abnormality
VOC source tracingHazardous
chemical
control
Emergency
command
Intelligent supervision Intelligent
of on-site operation comprehensive security
safety
Intelligent
blind plates
Intelligent pump
cluster monitoring
Intelligent
warehousing AGVs
Business
platforms
AI-based big
data platforms
ProductionEquipmentSafety
Environment
protection
EnergySupply chain
5G private network
management
Intelligent
cloud
platforms
Big data computingData governanceData services
General-
purpose AI
AI application
models
Knowledge graphs
Edge UPF
+ MEC
Edge access and forwarding capacityEdge cloud resource capacityEdge inference and application
Data
centres
Intelligent
networks
Data cleansing
Data storage
Data backupData disaster tolerance
Data
integration
5G SA networks
Explosion-proof 5G base station
NB-IoT base station
Non-explosion-proof 5G base station
Edge UPF
Central UPF
Intelligent
terminals
Explosion-
proof mobile
terminal
Explosion-
Gas analyser
proof inspection
device
Explosion-
proof audio
recorder
Monitoring
vehicle
Drone
AGV
Explosion-
proof camera
Industrial
gateway
项目整体架构
Safe, Green, and Smart Sinopec Guangzhou Empowered by 5G
02
5G+
Smart Manufacturing
01 Integrated solution of 5G private network
Wireless network coverage
Four 5G explosion-proof micro stations in explosion-
proof areas and 13 macro stations in non-explosion-
proof areas have been deployed across the factory
which covers an area of 4.45 million square meters,
with 5G signal coverage rate reaching 95.80%. Blind
areas and poor signal coverage areas of 5G networks
in explosion-proof areas will be addressed based on
project requirements.
5G private network solution
The Adjacent and Wide-area dual private network mode has been adopted for the
first time in the petrochemical industry. Currently, the Adjacent mode with UPF
deployed on lower layers is adopted in the production environment to achieve
exclusive sharing of base stations and keep data for exclusive use within the
industry park, thereby ensuring data security. The project adopts a Wide-area 5G
private network that fully reuses the operator's public network as a backup. When
the lowered UPF fails, the data services can be seamlessly switched to the Wide-
area private network to ensure high availability of the 5G network.
02 Intelligent supervision of on-site operations improves safety
The deployment of mobile 5G cameras allows for real-time site monitoring and online AI analysis, which facilitates the transition from in-event
supervision and post-event traceability to pre-event prevention. Online intelligent monitoring is now available for all on-site operations, which
increases the standardized operation rate by 30% and secures an annual economic benefit of RMB 5 million.
High-altitude
operation
identification
Hot work
identification
Phone
identification
Unif
orm
iden
tific
atio
n
Mask
identification
Cuff roll
identification
03
Safe, Green, and Smart Sinopec Guangzhou Empowered by 5G
5G in Verticals
in China 2022
03 VOC traceability improves environmental protection
By leveraging 5G and AI technologies, a multi-source integrated 3D monitoring, pre-warning, and traceability system has been established to serve
the full life cycle management of environmental protection, covering pollution prevention, source reduction, process control, and final treatment. This
has led to a higher accuracy, more monitoring items, reduced early warnings, and a wider scope of traceability. Specifically, the accuracy rate has
been increased from 50% to 70%, the number of monitoring items has expanded from 45 to 330, the number of early warnings has dropped by 10%
year-on-year, and the scope of traceability has been extended to areas out of the factory.
5G distributed point monitoring 5G-based monitoring vehicle 5G multi-source, multi-dimensional big
data model
04 Intelligent production improves quality and efficiency
Take pipeline inspection as an example. Traditional manual inspection of pipelines have such problems as a low frequency, a high risk, a heavy
workload, and difficult implementation. The use of 5G + drones has effectively solved these problems by photographing pipeline conditions from the
top and sending the images to the edge nodes in real time for online AI analysis. This has enhanced the pipeline inspection efficiency by 10-fold, with
the overall efficiency increased by 30% and the cost saved by RMB 1 million per year.
5G connected drone Drone-aided inspection Remotely controlled drone
Solutions and Benefits
The 5G + smart petrochemical project highlights the following six successful practices
High-bandwidth uplink backhaul in explosion-
proof areas. The project team and its partners
simultaneously completed the explosion-proof
transformation of Huawei pRRU and ZTE pRRU
nationwide for the first time to address 5G signal
coverage in explosion-proof areas.
5G explosion-proof terminals. The project team
developed 5G explosion-proof cameras, 5G AR
helmets, 5G explosion-proof mobile phones,
5G audio and video inspection devices, 5G on-
site intelligent monitoring stations and other 5G
terminals to address 5G terminal challenges in the
petrochemical industry.
Multiple types of 5G private networks. The project
production environment used the Adjacent 5G
private network with UPF deployed on lower layers,
with Wide-area private network serving as a backup
to ensure higher availability of 5G network.
Integrated operation of 5G private network and
NB-IoT network. The project enabled local data
offloading of NB-IoT networks via the lowered UPF
for the first time in the industry and provided an
operation management platform integrating both
the NB-IoT and 5G private networks for visualised
management and control of the networks.
5G explosion-proof terminals. The project team
developed 5G explosion-proof cameras, 5G AR
helmets, 5G explosion-proof mobile phones,
5G audio and video inspection devices, 5G on-
site intelligent monitoring stations and other 5G
terminals to address 5G terminal challenges in the
petrochemical industry.
Based on the 5G + intelligent cloud platform for the
petrochemical industry + application, the project has
created 15 application scenarios in six major fields.
The 5G + smart petrochemical solution of Sinopec Guangzhou will be replicated and promoted in 32 refineries under Sinopec Group, and the 5G +
petrochemical industry application standards will be outputted. Furthermore, its best practices will be promoted in the petrochemical industry at
home and abroad.
Safe, Green, and Smart Sinopec Guangzhou Empowered by 5G
04
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