45: Chapter 45 Data Empowerment Clarifies Direction! Review and Research Determine Strategies, Intelligent Scheduling Ushers in a New Journey (2)

After the meeting, Mu Li kept Lin Wei and Zhou Yaqi behind to further discuss the issue of system stability assurance, which was his core concern. "Lin Wei, has the core algorithm of the Intelligent Scheduling System considered the fault tolerance rate under extreme conditions? For example, if there's a data transmission interruption, equipment failure, or power grid fluctuations, can the system automatically switch to a backup scheduling mode to ensure uninterrupted energy supply?"

Lin Wei immediately responded, "Engineer Mu, we have fully considered this. The system has a dual backup mechanism; core data is synchronized to a backup server in real-time, and data transmission uses encrypted channels to ensure data security. In the event of a sudden failure, the system will automatically switch to backup scheduling mode within 3 seconds, running according to a preset basic scheduling plan to ensure the basic stability of energy output. At the same time, we will arrange for technical personnel to be on duty 24 hours a day in shifts to monitor the system's operating status in real-time and handle various abnormalities promptly."

Zhou Yaqi added, "I suggest adding a 'Manual Intervention Interface' and clarifying operating standards. Although the system can achieve intelligent scheduling, manual intervention is still necessary in extremely complex situations, such as major natural disasters or large-scale power grid failures. Different levels of intervention permissions can be set—for example, ordinary technicians can only adjust local parameters, while core decisions require authorization from senior management to ensure the safety and flexibility of scheduling decisions and avoid misoperation."

"This suggestion is crucial and very well-thought-out," Mu Li said. "No matter how advanced the technology is, it cannot completely replace human judgment and experience. Lin Wei, complete the design of the Manual Intervention Interface as soon as possible, and clarify the operational scope and processes for each level of authority. Zhou Yaqi, you can combine your previous experience at the nuclear power plant to formulate a detailed set of manual intervention operating standards and emergency disposal procedures to ensure that manual intervention can be carried out efficiently and accurately in emergencies."

"Understood! We will complete the relevant work and submit it to you for review as soon as possible," the two responded in unison, their eyes filled with determination.

In the evening, Mu Li went to the construction site to check the installation preparations for the intelligent robots for core equipment maintenance. The afterglow of the setting sun spilled over the construction site, plating the cold equipment with a layer of warm golden light. Zhang Hongyuan was communicating installation details with the manufacturer's technical staff, holding equipment drawings and occasionally pointing at the core equipment area. Seeing Mu Li approach, he immediately went to meet him: "Engineer Mu, the manufacturer's technical staff has completed the site survey and determined the robot's installation position and debugging plan. Installation starts next Monday and is expected to be completed within three days, with a trial run starting within a week."

The manufacturer's technical lead stepped forward and handed over a detailed installation and debugging plan: "Engineer Mu, this intelligent robot is equipped with high-precision sensors and an AI diagnostic system. It can achieve 24-hour automated inspection of core equipment, performing real-time monitoring of key parameters such as temperature, vibration, voltage, and current. The monitoring accuracy reaches 0.01℃ and 0.01A. Once a parameter abnormality is discovered, it will immediately issue an audible and visual warning and upload relevant data and site images to the Main Control Room. At the same time, it can also complete basic maintenance tasks such as simple equipment cleaning and bolt tightening, effectively reducing labor costs and the risk of human error."

Mu Li took the plan and flipped through it carefully, raising a key question: "Can the robot's inspection route and monitoring parameters be customized according to our equipment models and operating status? Additionally, how is its compatibility? Can it interface seamlessly with our existing equipment management system to achieve data interconnection?"

The technical lead responded confidently, "It can be completely customized. We will use AI algorithms to plan the optimal inspection route and set precise monitoring thresholds based on the equipment drawings, operating parameters, and maintenance needs you provide, ensuring no blind spots in inspections and no errors in monitoring. Regarding compatibility, our robot supports multiple mainstream communication protocols and can seamlessly interface with your existing equipment management system, achieving real-time data synchronization and interconnection without the need for additional modifications to the existing system."

"Very good, it's been considered very thoroughly." Mu Li nodded, his tone serious. "During the installation and debugging process, arrange for our technical staff to follow and learn throughout. They must not only master the robot's operation but also understand its working principles and common troubleshooting to build our own technical reserves. Later, we will gradually expand the application range of intelligent robots to achieve full automation and intelligence in core equipment maintenance."

At seven o'clock in the evening, Mu Li returned to his temporary office and opened the team's collaborative R&D platform to check the progress of each team. The R&D team had released a preliminary plan for the parameter configuration of the intelligent scheduling system, marking key optimization modules; the research team was organizing energy consumption data and demand details from pilot enterprises; and the operations team had formulated a detailed plan for the system's trial run, including the scope of the trial, test indicators, and emergency plans. Mu Li reviewed and replied to messages one by one, giving affirmation and encouragement to the efficient work of each team, and repeatedly reminding everyone to pay attention to work quality to ensure that all tasks are completed on time and with high quality.

Just then, the system's voice sounded clearly in Mu Li's mind: [Detected that the host has completed the data review of the livelihood energy demand research, clarified the implementation strategy for the Intelligent Operation and Scheduling System, and promoted the intelligence process of core equipment maintenance. Completed the 'Data Empowerment · Intelligent Upgrade' plot node. Gained 220,000 system points. Current remaining points: 1,527,000 + 220,000 = 1,747,000 points.]

[Unlocked new function: User Energy Demand Dynamic Monitoring System. It can track energy demand changes of different user groups in real-time, automatically update user profiles and demand parameters, and provide real-time data support for the parameter optimization of the intelligent scheduling system, improving scheduling accuracy.]

[Obtained reward: 10 tickets to the New Energy Technology Exchange Forum. This forum is a top national new energy technology event, gathering industry experts and high-quality resources. You can organize the team to participate, connect with cutting-edge industry technologies, and seek cooperation opportunities.]

Mu Li was delighted. The newly unlocked User Energy Demand Dynamic Monitoring System could further improve the precision and real-time nature of intelligent scheduling, allowing the system to dynamically adapt to changes in user demand. The tickets to the New Energy Technology Exchange Forum provided a valuable opportunity for the team to connect with cutting-edge technology and expand cooperation. He immediately sent information about these two rewards to the core team members, letting Lin Wei take the lead in formulating a connection plan between the dynamic monitoring system and the existing intelligent scheduling system to be completed within three days. He put Zhang Hongyuan in charge of selecting technical backbones and core operations personnel to attend the forum, preparing them to learn and connect with their questions and needs in mind.

At eight o'clock in the evening, after finishing his work, Mu Li picked up his phone and saw his university class group heatedly discussing the specific itinerary for the class reunion. The class monitor, Li Zhe, had posted a preliminary draft of the itinerary, including a dinner, looking at old photos, a campus stroll, and a basketball game, asking for everyone's opinions.

Chen Feng @Mu Li in the group: "Mu Li, take a look at the draft itinerary and see if anything needs adjusting. Zhao Lei has already organized photos of our basketball championship win in university and videos of us pulling all-nighters in the lab. We're just waiting for the reunion to look through them together and relive our youth!"

Mu Li watched the lively discussion in the group, his lips curling up unconsciously. He replied: "The draft itinerary is great, no adjustments needed. I'll definitely participate in the basketball game. At that time, we roommates will form a team and compete against the other classmates to see if everyone's skills have regressed after all these years."

Zhao Lei immediately responded in the group: "Alright! I was waiting for you to say that! I've already contacted a few classmates from the basketball team back then, and they all said they're willing to play. We'll definitely have a good game and relive the passionate moments of our championship win!"

Looking at the cheerful interaction in the group, Mu Li's heart was filled with warmth. He remembered the scenes of sweating on the court with his classmates, pulling all-nighters in the lab, and talking about dreams in the dormitory. Those pure and beautiful memories made him feel a long-lost sense of relaxation and joy amidst his busy work.

He sent a private message to Chen Feng: "On the day of the reunion, I might arrive an hour early. Let's meet at the school gate first, walk around the campus together, see the old teaching buildings, labs, and basketball courts, relive our university days, and then have a meal of the snacks we used to frequent."

Chen Feng quickly replied: "Good idea! I was thinking the same thing. I'll contact Zhao Lei and Sun Hao in advance. The four of us will meet at the school gate first, wander the campus, eat snacks, and then head to the dinner location to meet up with the other classmates. Perfect!"

Putting down his phone, Mu Li walked to the window and looked out at the distant urban area of Ji Province. The city at night was brilliantly lit, with the lights of thousands of households warm and bright, like scattered stars. He knew that what he and his team were fighting for was to protect this warmth and brightness, so that every lamp could be lit stably and cleanly. The implementation of the Intelligent Operation and Scheduling System would make energy supply more precise, stable, and efficient, making the lives of ordinary citizens more convenient and happy. The deployment of the intelligent robots for core equipment maintenance would build a solid safety line for the project's stable operation.

Early the next morning, Mu Li got up early and went to the Main Control Room to hold a team meeting. At the meeting, he shared the newly unlocked system functions and rewards with everyone, clarifying the subsequent work tasks and time nodes: "The connection work for the User Energy Demand Dynamic Monitoring System must be completed within three days to ensure it can provide real-time data support for the intelligent scheduling system. The participants for the New Energy Technology Exchange Forum must be determined this afternoon; prepare well and go with questions and goals. The parameter configuration and functional optimization of the Intelligent Operation and Scheduling System must proceed strictly according to the time nodes to ensure completion within a week, entering the trial run phase next week."

"Please rest assured, Engineer Mu! We will go all out and work overtime to ensure that all tasks are completed on time and with high quality!" The team members responded in unison, their eyes full of fighting spirit and confidence.

After the meeting, the team members immediately threw themselves into intense work. The R&D team accelerated the optimization progress of the intelligent scheduling system, with technicians sitting together discussing algorithm optimization details. The research team began interfacing with the User Energy Demand Dynamic Monitoring System and organizing the connection plan. Zhang Hongyuan organized the selection of participants for the forum, screening technical backbones and core operations personnel. Inside the Main Control Room, everyone was full of energy and high spirits, a scene of bustling activity.

Mu Li walked to the R&D area of the Intelligent Operation and Scheduling System to check the progress of system optimization. Lin Wei was discussing parameter configuration and algorithm optimization for the user profile tagging module with technicians. Seeing Mu Li approach, she immediately stepped forward to report: "Engineer Mu, we have embedded the core parameters provided by the research team into the system and are conducting preliminary debugging and pressure testing. Currently, the system can accurately identify different types of users and generate preliminary scheduling plans based on the parameters. The load forecasting accuracy has reached over 95%, and with the data from the dynamic monitoring system later, the accuracy can be further improved."

Mu Li nodded, looking at the real-time data of the system running on the screen, and said: "Very good. During the debugging process, focus on testing the system's response capability under extreme conditions, such as simultaneous load peaks from multiple user groups or sudden equipment failures, to ensure the system's stability and reliability. Additionally, complete the connection with the User Energy Demand Dynamic Monitoring System as soon as possible to achieve real-time data updates, allowing the system to dynamically adapt to changes in user demand."

"Understood! We will speed up the debugging process and increase test cases for extreme scenarios to ensure the system meets requirements and does not let down your expectations," Lin Wei responded firmly.

Looking at the busy figures of his team members, Mu Li's heart was filled with a sense of achievement and responsibility. He knew that with the implementation of the Intelligent Operation and Scheduling System and the deployment of intelligent robots for core equipment maintenance, the preparations for the project's commercial operation would enter a new stage, bringing the goal of building and putting into operation the first commercialized Controllable Nuclear Fusion power station closer. Although there were still many difficulties and challenges ahead, as long as the team members were united, went all out, and strove for excellence, there would be no hurdle they couldn't overcome.

He looked out at the distant city again, silently making up his mind: he must lead the team to speed up the project's progress, strictly control technology, quality, and safety, and let the first commercialized Controllable Nuclear Fusion power station be completed and put into operation as soon as possible. This would contribute to the development of the motherland's energy cause and provide a solid energy guarantee for the happy lives of ordinary citizens. At the same time, he looked forward even more to the class reunion next month, anticipating reuniting with his classmates, reliving their youth, and feeling that pure friendship and warmth amidst his busy work to draw the motivation to move forward.