198: Destructive charge and discharge experiment

"Don't rush."

Guo Hao was engrossed in looking at the battery's formula and some pre-experiment data.

He said calmly.

"This charge-discharge experiment can only prove that our proportioned Carbon Nanotubes, after covering the electrochemical surface of this type of battery with a solution, allow the battery's charge-discharge experiment to pass muster, but the energy storage effect still hasn't improved much."

Guo Hao picked up the experiment record next to him and handed it to Zhao Yang.

"That's pretty good!"

Zhao Yang smiled.

"The experiments we conducted were all destructive charge-discharge tests, giving the battery absolutely no buffer time, and the charging current was extremely strong. However, this battery, after undergoing over six hundred charge-discharge experiments,

did not fall into a state of metal fatigue. On the contrary, I see that its power storage effect can still reach ninety-eight percent! This durability is already extremely excellent! As for things like energy storage efficiency..."

"I don't think Carbon Nanotubes can play much of a role."

Hearing Zhao Yang's words, Guo Hao nodded and didn't dwell on it.

The two continued the battery experiment.

But they didn't experiment for too long.

More than half an hour later, Academician Jiang Lei and Professor Professor Wu Kai hurried into the Laboratory.

"Where is that battery??"

Academician Jiang Lei asked Zhao Yang with a hint of excitement in his eyes.

Zhao Yang and Guo Hao quickly led the two of them to the charge-discharge experiment equipment.

The equipment clearly showed the number of charge-discharge experiments performed and the current energy storage efficiency of the battery.

"Good, good!"

Looking at the data on the screen, Professor Professor Wu Kai showed a hint of excitement in his eyes.

"Although the energy storage efficiency can only be described as average, based on the current safety and durability, it is indeed already very good!"

"Indeed."

Academician Jiang Lei showed a smile on his face at this time.

"We've been experimenting for so long, and we can finally barely say we've achieved a little bit of progress!"

"Let's have a group meeting!"

Academician Jiang Lei said with a smile to Zhao Yang, who was standing nearby.

"Okay, Mentor!"

Zhao Yang nodded.

Soon, Academician Jiang Lei gathered the entire research group, totaling over twenty people, and started the group meeting.

The main purpose was to discuss the direction of future experiments and to designate that prototype battery as KC-1.

And it was decided that KC-1 would be used as the prototype battery for subsequent development.

"Guo Hao."

While Guo Hao was listening attentively to the group meeting, Academician Jiang Lei suddenly called out Guo Hao's name.

"Here, Professor."

Guo Hao looked towards Academician Jiang Lei.

"It's about the experimental data."

Academician Jiang Lei showed a hint of contemplation in his eyes.

"You are responsible for consolidating all the experimental data we have produced so far, to see if there is anything special, and to see if you can derive some direction from it."

"Okay, Professor."

Finally, it was time for him to show his worth!

Guo Hao let out a long sigh of relief in his heart.

In the past month or so, although Guo Hao was considered one of the main persons in charge of the research group in the Laboratory, in reality, due to his lack of experience, breadth of knowledge, and depth of knowledge,

he was just like an ordinary student, constantly learning under the guidance of Senior (Senior) Zhao Yang.

He couldn't guide the main research process of the experiments.

Now, he had finally accumulated some data and achieved some phased results.

At this time, consolidating the data, and then based on the current data, finding some areas that can be modeled and summarized, to see if they can find the main direction for the next step!

The group meeting lasted for a full two hours.

Everyone roughly exchanged ideas, then talked about the main goals for the next step of the experiment and assigned tasks.

After the group meeting ended.

Guo Hao received a portable hard drive from Academician Jiang Lei.

"Do your best. It's okay if you can't do it."

Academician Jiang Lei's expression was slightly tired.

In the past month or so, constantly traveling around, dealing with a large number of experimental situations, and various group meetings had made Academician Jiang Lei somewhat fatigued.

"The various data inside are a bit messy. The experimental process we talked about when we started the project was not followed, because there were many uncertainties when conducting the experiments in practice.

This resulted in the experimental data also being unable to be summarized as expected."

Saying this, Academician Jiang Lei showed a slightly apologetic expression towards Guo Hao.

"Okay, I understand."

Guo Hao nodded.

"Also, this data involves commercial secrets, so it's best not to take it out of the Laboratory."

At this moment, Academician Jiang Lei suddenly thought of something and added to Guo Hao.

"Okay!"

Guo Hao nodded. Guo Hao knew about this kind of thing, after all, he had experienced it before. When he was in the Military Region, that data was also strictly prohibited from being taken out.

After speaking, Academician Jiang Lei left.

Guo Hao glanced at the hard drive in his hand, full of fighting spirit.

Time to start working hard again!

Holding the hard drive, Guo Hao came to the computer room in the Laboratory, where there were two computers.

He plugged in the portable hard drive.

Guo Hao began to preprocess the experimental data.

Cleaning, transforming, and integrating the data.

Using mathematical methods to arrange and combine most of the complex experiments, this process was the most troublesome one.

Because the amount of data was large, and there were many variables involved.

Simply summarizing and concluding was already very troublesome.

Therefore, experimental data preprocessing was particularly important.

After processing the data, the next step was to try to build models for this experimental data based on their logical and non-logical relationships.

Using mathematical function methods to build models.

Such as Naive Bayes, Support Vector Machine, K-Nearest Neighbors, Clustering, Principal Component Analysis, Linear Regression, Logistic Regression, etc.

It took about three days, and Guo Hao had almost finished preprocessing this data.

And similarly, during these three days, Guo Hao had roughly determined his direction in Mathematics research.

The Waring's problem.

In the end, Guo Hao still chose this direction.

Apart from Guo Hao's own interest, he chose this direction because he had read many papers related to the Waring's problem during this time, including Mr. Hua Luogeng's research.

He vaguely had some ideas, which were somewhat different from other problems.

Guo Hao had read many mathematical conjectures and mathematical problems, but only the Waring's problem gave Guo Hao a feeling.

Perhaps, he could solve the Warings Problem, and even if he couldn't, he should be able to achieve sufficiently significant research results from it.

The Laboratory and his own research progressed simultaneously on two fronts.

Guo Hao's summer vacation was even busier than he had imagined.

Early August.

"The World Congress of Chemical Engineering is being held in Seoul. You and Zhao Yang come with me to broaden your horizons!"

Inside the Laboratory, Academician Jiang Lei smiled and said to Guo Hao.