Tại Việt Nam, nơi nhu cầu năng lượng tăng cao cùng với sự chuyển dịch sang các nguồn năng lượng tái tạo, AI đang trở thành công cụ không thể thiếu để đảm bảo hiệu suất, giảm thiểu sự cố và hướng tới phát triển bền vững. Với hơn 20 năm kinh nghiệm trong lĩnh vực quản lý bảo trì, Vietsoft sẽ phân tích cách AI thay đổi cách vận hành các hệ thống năng lượng, từ lưới điện đến nhà máy điện mặt trời.
I. Tại sao ngành năng lượng cần AI trong bảo trì?
1. Thách thức trong ngành năng lượng Việt Nam
Ngành năng lượng Việt Nam đang đối mặt với nhiều áp lực: nhu cầu tiêu thụ điện tăng nhanh, cơ sở hạ tầng cũ kỹ và sự phụ thuộc ngày càng lớn vào các nguồn năng lượng tái tạo như điện mặt trời, điện gió. Một sự cố nhỏ trong lưới điện có thể gây mất điện diện rộng, ảnh hưởng đến hàng triệu hộ gia đình và doanh nghiệp. Trong khi đó, các nhà máy điện tái tạo cần bảo trì thường xuyên để duy trì hiệu suất trong điều kiện thời tiết khắc nghiệt.
2. Vai trò của AI trong bảo trì năng lượng
Ứng dụng AI trong bảo trì ngành năng lượng giúp dự đoán sự cố, tối ưu hóa vận hành và kéo dài tuổi thọ thiết bị. AI sử dụng dữ liệu từ cảm biến, dự báo thời tiết và lịch sử vận hành để đưa ra các quyết định thông minh, giảm thiểu rủi ro và tiết kiệm chi phí. Đây là giải pháp lý tưởng để đáp ứng nhu cầu năng lượng ngày càng phức tạp tại Việt Nam.
II. Cách AI hỗ trợ công tác bảo trì trong ngành năng lượng
1. Giám sát lưới điện thông minh
AI phân tích dữ liệu từ đồng hồ thông minh, cảm biến trên đường dây và trạm biến áp để phát hiện sớm các dấu hiệu bất thường như quá tải hoặc rò rỉ điện. Ví dụ, tại một lưới điện ở Quảng Ninh, AI đã cảnh báo nguy cơ hỏng máy biến áp do nhiệt độ tăng bất thường, giúp đội bảo trì thay thế linh kiện kịp thời, tránh mất điện trên diện rộng.
2. Bảo trì dự đoán cho nhà máy điện tái tạo
Trong các nhà máy điện mặt trời hoặc điện gió, AI theo dõi hiệu suất của tấm pin hoặc cánh quạt, dự đoán thời điểm cần làm sạch hoặc sửa chữa. Một trang trại điện gió có thể sử dụng AI để phát hiện rung động bất thường ở turbine, từ đó lên kế hoạch bảo trì trước khi hỏng hóc nghiêm trọng xảy ra, tăng 20% thời gian hoạt động liên tục.
3. Tối ưu hóa tiêu thụ năng lượng
AI không chỉ bảo trì thiết bị mà còn giúp tối ưu hóa phân phối năng lượng. Bằng cách phân tích dữ liệu tiêu thụ và dự báo nhu cầu, AI điều chỉnh tải điện giữa các khu vực, giảm lãng phí. Một nhà máy nhiệt điện tại Thái Bình đã giảm 10% chi phí vận hành nhờ AI tối ưu hóa việc đốt nhiên liệu.
III. Lợi ích của AI trong bảo trì ngành năng lượng
1. Ngăn chặn sự cố mất điện
Mất điện đột xuất gây thiệt hại lớn về kinh tế và uy tín. AI giúp phát hiện sớm các nguy cơ, từ đó giảm thiểu thời gian ngừng hoạt động. Một công ty điện lực tại Đà Nẵng báo cáo giảm 30% sự cố lưới điện sau khi áp dụng AI giám sát.
2. Kéo dài tuổi thọ thiết bị
Bảo trì kịp thời dựa trên dự đoán của AI giúp thiết bị năng lượng hoạt động ổn định lâu dài, giảm nhu cầu thay thế tốn kém.
3. Hỗ trợ phát triển năng lượng bền vững
AI giúp tối ưu hóa hiệu suất của các nguồn năng lượng tái tạo, góp phần giảm phụ thuộc vào nhiên liệu hóa thạch. Điều này phù hợp với chiến lược phát triển bền vững của Việt Nam đến năm 2030.
IV. Các Công Nghệ AI Tiên Tiến Trong Bảo Trì Ngành Năng Lượng
1. Học Sâu (Deep Learning) Trong Dự Đoán Sự Cố
Học sâu – một nhánh của máy học (Machine Learning) – cho phép AI phân tích dữ liệu phức tạp từ các hệ thống năng lượng, như tín hiệu rung động từ turbine gió hay dao động điện áp trong lưới điện. Không giống các thuật toán truyền thống chỉ dựa trên ngưỡng cố định, học sâu có thể nhận diện các mẫu ẩn (hidden patterns) mà con người khó phát hiện.
Thực tiễn: Một nhà máy điện gió đã áp dụng học sâu để phân tích dữ liệu từ cảm biến rung động và nhiệt độ trên turbine. Kết quả là AI dự đoán chính xác 95% các sự cố liên quan đến vòng bi, giảm 40% chi phí bảo trì so với phương pháp kiểm tra thủ công định kỳ.
2. AI Kết Hợp Phân Tích Thời Gian Thực (Real-Time Analytics)
Trong ngành năng lượng, thời gian là yếu tố sống còn. AI kết hợp phân tích thời gian thực cho phép giám sát liên tục các thông số như dòng điện, áp suất khí hoặc hiệu suất tấm pin mặt trời, từ đó đưa ra cảnh báo tức thì khi có bất thường.
Ví dụ thực tế: Một trạm biến áp có thể sử dụng AI để theo dõi dòng điện và nhiệt độ theo thời gian thực. Khi phát hiện dòng điện tăng đột biến do chập mạch tiềm ẩn, AI tự động gửi tín hiệu giảm tải, tránh được sự cố cháy nổ, tiết kiệm hàng tỷ đồng chi phí sửa chữa.
3. Tối Ưu Hóa Bằng Linear Programming
Linear Programming (lập trình tuyến tính) là một kỹ thuật tối ưu hóa mà AI sử dụng để phân bổ tài nguyên bảo trì hiệu quả, chẳng hạn như xác định thời điểm bảo trì tối ưu cho từng turbine trong trang trại điện gió dựa trên tuổi thọ, điều kiện thời tiết và chi phí vận hành.
V. CMMS EcoMaint – Đưa AI vào bảo trì năng lượng
Để tận dụng ứng dụng AI trong bảo trì ngành năng lượng, doanh nghiệp cần một nền tảng tích hợp như CMMS EcoMaint. Phần mềm này mang đến:
Giám sát thiết bị năng lượng theo thời gian thực bằng AI.
Dự đoán sự cố và lập kế hoạch bảo trì tự động.
Tích hợp dữ liệu thời tiết để tối ưu hóa vận hành nhà máy tái tạo.
Bạn muốn biết cách CMMS EcoMaint giúp ngành năng lượng Việt Nam hoạt động hiệu quả hơn?
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Ứng dụng AI trong bảo trì ngành năng lượng không chỉ là một xu hướng mà còn là chìa khóa để Việt Nam đáp ứng nhu cầu năng lượng ngày càng tăng, đồng thời tiến tới mục tiêu phát triển bền vững. Từ lưới điện thông minh, nhà máy tái tạo đến tối ưu hóa tiêu thụ, AI mang lại hiệu suất, độ tin cậy và lợi ích kinh tế vượt trội. Với sự hỗ trợ của CMMS EcoMaint, doanh nghiệp năng lượng có thể dễ dàng bước vào kỷ nguyên bảo trì thông minh.
Many members of the Nalan family are waiting nervously, wondering what is going on with Nalan Yanran Nalan Yanran s father said, there must be no problem with the scattered people of the Six Paths, and an old man also nodded, that s for sure, this time we paid a big price and gave each other the hearts of two worlds.
If you get hit by his phantom pupil, you will definitely die.And it is a very young saint. This person is very strong, and he may become the Holy Master in the future.
After this battle, only one person can survive. Countless people were in an uproar, feeling crazy, life and death battle Does this guy really want to live The people in Dragon Palace were also stunned, and Lan Zilu sneered even more, If you want to die, I will help you.Mr. Lin, I want to thank you very much. I want to set up a grand dinner. Xiu Luoyu also smiled and invited Lin Xuan in.
What is the use of metamorphic fruit Lin Xuan asked, it seems to be of great use to see these people being so nervous.when A thunderous sound resounded, and the Golden Crow Slash struck the palm of his hand, making a clanging sound, but it was shattered in an instant.
Several big monsters started to move, and on the other side, in the vast void, a dragon boat was flying fast, it was the Black Earth.One palm, hit forward, and at the moment of great destruction, the fifth elder flew out, the fifth elder vomited blood and roared, damn it, it was just a little bit close, but his strength has also become stronger than before, Demon Extinguishing Knife The Demon Slaying Knife was fired again.
Nalan Liang and Yu Ren were excited. They joined earlier than those nine people, so they got more pills and resources.Shengyuan Pagoda only records the highest ranking, so Lin Xuan s re training will not affect his ranking.
Everyone was surprised. If Lin Xuan didn t make a move, Dragon Palace would have no opponents at all, but soon they found out that How Z91 Kelly Clarkson Lost Weight Key Methods She Swears By they were wrong.I will destroy Dragon Palace one day That s right, my uncle will never die with them Toad gritted his teeth and roared.
To be honest, they regret it very much now. Who knew that the other party would bring extreme weapons.The black flames all over the sky condensed, covering the sky and covering the whole valley.
After everyone stood on it, it turned into a streamer and flew fast.As soon as the ice wolf appeared, it roared to the sky.
The people in Zifu exclaimed even more, how do you own it What is your relationship with that Lin Xuan They were so stunned, you know, wasn t Lin Xuan got the Tiantian jar at the beginning Now it is in the hands of the mad god.This is the order of the League of God. Anyone who dares to disobey will be killed without mercy.
Very well, an interesting opponent, Sun Qitian soars into the sky without fear.This is a gorgeous dividing line p Bai Zhenzhen vomited blood, he was really crazy, how could these people be so strong Boy, what to do with him It s better to kill, the dark red dragon arrives, Bai Zhen is terrified, you can t kill me.
Isolate everything outside the body. How can it be How could the opponent be so powerful The purple clothed woman looked terrified, she had only heard about the horror of the other Brooks Nader Lost Yvy02cp Pounds Her Inspiring Transformation party, but had never seen him before, so seeing this scene at this moment, her Garth Brooks Keto Gummies Country Music Stars Secret To Weight 9te0 Loss face was extremely cold.Lin Xuan never thought that he would stay in hell for so long, and even continue to stay longer, but now he doesn t care at all.
No, the faces of the people in the Heavenly Court have become extremely ugly.Room, began to restore. At the same time, on the first floor, Lin Xuan s figure appeared.
In the eyes of the Fifth Elder, there is a frightening light, boy, is this all your strength Then you can go to hell.To be honest, this lineup looked really scary in the eyes of others, but it was not enough in front of them.
The other party is gone, and the other party is the person they are looking for Lin Xuan End of this chapter This is not the first time they have heard of this name.But the next moment, he hugged his head and screamed, his soul was ignited, no He became terrified, as if insane.
What Mad God The people around were all stunned when they heard this, this name was no stranger to them, because this was a strong man who rose up suddenly more than ten years ago.That s fine, just give me a hand. After finishing speaking, he Chrissy Metz On Ellen Her Weight Loss Journey That Inspired Bfx1 Millions waved his hand, and a cyan flame appeared in his hand, which turned into a green lotus, continuously blooming between the sky and the earth, and a terrifying heat surged out, and everyone felt as if their bodies were about to melt, and retreated one after another.
From their point of view, the other party should also be an ancestor level figure, but Jian Jian Wuque said, the elders, he is Lin Xuan.After speaking, he saluted respectfully. Lin, if you want to join, just salute to the statue of Emperor Ming.
It is said that the other party had mastered the sword of devouring.Ahead, the Flying Corpse King s face became extremely cold.
This is a gorgeous dividing line See, his face changed, he won t be assassinated, right But he knew that the young man was a genius that King Hunsheng was very optimistic about.After the time comes, he can give him a third. This is a very cost effective thing.
Everyone thought Lin Xuan was crazy, and the people in Tianting were shocked.The other scholar looked at Lin Lin curiously. Xuan s side was equally astonished.
When he saw someone, he walked forward, and the golden lion spirit appeared again.
It is true that the Eighth Route Army has poor equipment and no military pay.End of this chapter Another chapter may be after twelve o clock.
The devil is equipped with tanks and knows the weakness En In Depth Acv Keto Gummies Reviews Hr 2cvq of the tank.but secretly Support the aggressors in various ways and find various excuses for this.
Our anti aircraft guns are not many, only twenty, and the anti aircraft guns aided by Mao Xiong are only thirty.But what voices can the Eighth Route Army have to cover up chariot Unlikely The passage formed by the city wall and the salt lake on both sides is only a few hundred meters at its narrowest point.
In addition, it is true that tanks are needed to cover the city during the siege.Isn t that playing into the devil s hands If the independent group can t break through, if something goes wrong with Xiaodongbei, the mistake I made will be a big one Seeing the anxious look of the chief, the chief of staff was also nervous.
Zhang Wanhe agreed The staff Long, the devil flamethrower is very dangerous to use.When encountering problems, he just writes down something in a small notebook and asks a few words occasionally, and the rest is to manage his work well.
Note, there are other disciplines, and I will talk to you later Li Yunlong laughed hehe and said, I said Lao Zhao, isn t this a reason Don t interrupt Apart from discipline
obeying orders is Needless to say When Li Yunlong said the last sentence, he didn t have any confidence in his heart, because he himself was a master who always refused to listen to the orders of his superiors.
Who would have thought that something went wrong, and what caused the big How Adapex Weight Loss Pills Can M1c4i50 Help You Shed Pounds Quickly And Safely problem was that the sun never set, but the stubborn army fought very bravely
The Burma Road is the main artery of China s transportation, and the stubborn army sent the most elite and most capable fighters to ensure its safety force.
But if Ying Jiang is willing to come forward to solve it
then it is actually a one sentence problem. Wang Xuexin immediately called Li Yunlong to tell the good news.On the other hand, many wheat seedlings were discounted by the previous hail disaster.
Li Yunlong came up to meet him, and shouted from afar Hey, Lao Zhang, you have worked so hard Why are you escorting him yourself Why don t How Much Apple Cider 14luy1vx8 Vinegar To Lose Weight In The Ultimate Guide you leave this Keto Fast Acv S7c1ijt90 Gummies How They Work And Where To Find Them matter to us Aren t you worried Zhang Wanhe Answer It s a gun making thing, it s the first time That s it Li Yunlong nodded repeatedly.It is destined to not last long. In this regard, Ying Jiang has even considered it a long time ago, which is one of the reasons why they brought their own bazooka into Huaxia
If they want to make up for the shortcomings of their own bazooka, of course they have Hum Weight Loss Pills The Nutritional Supplement Giant Kc51 Reviewed to make up for the shortcomings of the opponent s bazooka, otherwise What gives you experience in use So Skinner pulled a list to Ying Jiang.
The result of this situation is that there is a shortage of commanding talents for Mao Xiong.But Wang Xuexin shook his head and replied Mountain warfare is different, Sun Erwei.
Of course, reliability among the armies is a minor issue.Many people s understanding of it is limited to film and television works, thinking that the martial arts teams in the enemy s rear all have unique skills and so on.
You must know that the stubborn army used 200,000 troops to garrison Zhongtiao Mountain at the beginning, and they couldn t hold it.But Sun Erwei was still taken aback when he saw the thunder jumping.
The Eighth Route Army s confrontation with the devils was not because of their lack of combat effectiveness, but because of their poor equipment.It turned out that this was the Eagle Sauce Army s own initiative.
If you are worried that the fire will be spotted by enemy planes, use a rope to pull the four corners to unfold a poncho above your head.They are all grown secretly on the mountain, which can be regarded as a delicacy for the guerrillas.
The instructor didn t know what was possessed, so he believed in that little Northeast.Sekiguchi Tianli was stunned immediately. What s that Sekiguchi Tianli s eyes widened They
can actually shoot a grenade on a motorcycle It was actually not The Gummy Keto Diet Making Keto Delicious And Easy 85jvctkof a grenade, but a grenade equipped by the Eighth Route Army.
Although Chu Yunfei didn t mind, his expression changed when he glanced at Fang Ligong beside him.Sure enough, Chi Shangxianji organized the puppet army before dawn and let them rush to the forefront.
If the devils lack anti tank equipment, then this battle
Li Yunlong couldn t help nodding his head. This little Northeast is poisonous enough, I ve already thought of that.Li Yunlong didn t know anything about dollars. He coughed and asked Zhao Gang cautiously, I said, Lao Zhao, is this dollar worth money How do you say this Before the devaluation of the French currency, 100 French currency was worth 30 US dollars, do you think it is worth it Li Yunlong had a second thought 100 French currency can buy two big cows when the legal currency is not devalued, but now the legal currency is devalued and the US dollar There is no depreciation, which means that 30 can still buy two big cows.
He was so angry that he kept bombarding everything around him.No matter how strong the other party was, it was impossible for him to escape.
Excited, really excited, they worked desperately, but only found a dozen of them, and the leader of the black dragon and the king of monsters outside, probably only got one or two at most, otherwise the other party would not be so impatient.And From Ki2zx6b Flab To Fab How Metformin Helped These Women Lose Pounds Lin Xuan s arm also stopped in mid air, so he could hear clearly that the sigh came from the Cangsong sword.
However, no matter what, no one wants to miss this old tea.Of course it s true, how could I fake such a thing.
There is no way, this is really shocking. You know, if Lin Xuan comes out in this scene, he will definitely die.What s so arrogant about the Shen family, everyone is a royal family, and it s not necessarily who is afraid of each other when they really fight.
He didn t want to be like this in his later years. In front of him, the figures of Master Xia and Master Jian slowly moved forward.In order to protect Lin Xuan from being hunted down, they did not meet immediately, but let Lin Xuan enter Xianwu Academy.
Hua Wufeng, did you hear that, let Lord Shura go quickly, everything will be fine, don t make a big mistake.This is a shocking event. Look, someone has come down.
It s just that I don t have you in my hand. information.The last one is the Flame Palace, like the Vulcan Immortal Palace, blooming with blazing light.
Sometimes, even without them taking action, just the murderous aura on their bodies can scare the enemy out of their Oral Semaglutide Weight D0nan91 Loss wits.Even stronger. Moreover, Dissecting The Shark Tank Episode With Keto Pills 53lx535 as a disciple of the aristocratic family of the Daxuan Empire, the other party must have a lot of powerful martial arts in his hands.
However, the mysterious young man in front of him had a cold expression, and his body stood there like a rock, not moving at all.They did not expect that Lin Xuan had such a terrifying method, and Lin Xuan was able to kill a fairy level figure without explaining it.
Immediately, the disciples of the Black Dragon Cult around them looked terrified and all trembled.The reason we acted was to destroy the intimate relationship between Murong Qingcheng and Lin Xuan.
In front of it was a throne made of white bones, about two meters high, pure white all over, exuding Goxtra Keto Acv Fe53 Gummies Comprehensive Benefits a terrifying sinister aura.This is the Nine Nether Demon Sword. The next moment, he swung the magic sword, and the black sword energy flew across the sky in an instant.
Murong Qingcheng even took out the True Phoenix Jade Seal, combined with the power of her own blood, and created a purple phoenix.The other one is naturally the dark red dragon. It has already put away the king s coercion at this moment, and it has not turned into a dragon, so it still looks like a long snake of more than one meter.
Along the way, the two picked up another seven or eight yuan, leaving some for the dark red dragon, and letting the dragon sword soul absorb the rest.So, they don t have to go back at all. They just need to stay by Lin Xuan s side.
However, now, in this hall, there are countless heads of Nine Layered Venerables, which is really shocking.However, although the Nine Nether Demon Sword was kicked away, no cracks appeared.
They couldn t think of an inconspicuous crawling snake with four legs please remind netizens Please pay attention to rest your How 13huvw81 Keto Gummies Seen On Shark Tank Fared In The Market eyes when reading for a long time.Netizens please remind Please pay attention to rest your eyes when reading for a long time.
Lin Xuan pulled out his arms, wanting to take out the previous sub shen crystal, but the next moment, he was stunned.I didn t expect the Black Dragon Cult to have such a strange creature as the fire spirit.
Earth level martial arts. He s really a miraculous kid.Searching and searching for a while, in the mountains ahead, countless palaces and pavilions, countless warriors wearing black robes rushed out quickly.
So, when he heard the price, he Kidney Pain Ut23odk5 On Keto Causes How To Prevent It hardly hesitated, and nodded in agreement.Judging from their appearance and demeanor, they seemed to be the bodyguards of the young man in the golden robe.
They all entered the King Realm after the age of five hundred, at least six or seven hundred years old, almost a thousand years old before they succeeded.Dean Xuan and the others also showed satisfied smiles.
Apart from longevity, what they pursue is beauty, and this old tea can completely achieve this.However, just half a year ago, here A mysterious spar appeared.
Lin Xuan also got up early, and with Murong Qingcheng, Ruo Bingshan, and Dark Red Shenlong, the group walked out of the restaurant, ready to try their luck.It s such a shame. In front of everyone, he can t beat a one star king.
One day, I will tear you apart myself. A ferocious voice sounded from the depths of the Grand Canyon, as if a demon was roaring.Humble reptile, die to me. The endless coercion of the demon king surged out, thinking about the dark red dragon.
Lin Haoming himself did not hide his appearance, after all, no one in this place would know him, and there was no need to hide it.The flame just spewed out, not only did it not give people a hot feeling, but the whole space seemed to be frozen in an instant.
He tried it himself, and knew that even if the health condition was deep, he could persist for a while, but with the onset of toxicity, the result was already predictable.This heart is the size of an elephant. It is hard to imagine that at least ten thousand years have passed, but the heart is still beating and it is still alive.
On the gathered light group, the original black light group suddenly turned black Why Bliss Keto Acv Gummies Are The Best Choice For Your Health Ssm053m5 In green, and at the same time, layers of black green ripples, accompanied by the flickering of the light ball, spread directly towards the entire underground cave space up.In the tower, after resting for less than half a day, just after nightfall, the old man with white hair and childlike face specially invited Pu Lao and Lin Haoming to a banquet.
In front of absolute strength, What kind of strategy is needed, but he deliberately showed his ugly face, which would make me suspicious.At this time, Lin Haoming seemed to be in the land of no one, and the existence of the Nascent Soul stage was not weak in theory.
In this generation, I don t see anyone who Ebfv27ba Apple Cider Vinegar Weight Loss Recipe How To Shed Pounds Without Dieting can successfully advance to God Transformation.A late stage monk appeared at the entrance of a certain cave in the canyon that Lin Haoming left a few days ago, and just a few hours ago, another figure also entered from the same place.
At this age, you are already at the eighth level of the Nascent Soul Stage.The old Dzogchen monks can win. Of course, this competition still has to be compared.
It became slightly pale, obviously the secret technique was activated just now, although it was only for a moment, it still caused her a lot of damage.It is rumored that 70 of the continent is covered with black deserts.
The pills that can be refined are still very common.http Lin Haoming has actually considered the issue of the ancestor of reincarnation, and knows that she will definitely ask.
ignoring the others at all. Tracking The Original Keto Phenomenon From Shark Tank Where Exc7tift Are They Now This made Lin Haoming heave a sigh of relief and at the same time he was a little speechless, but he also understood that even if this Li Huo Bixi had a slightly higher spiritual intelligence than ordinary wild beasts, after all, his spiritual intelligence was not fully developed, and some things were still done according to instinct.
With your methods, Lin Xiaoyou, he can probably handle it, but according to what he said, because no one has entered it for many years, it can be said that there are hordes of desolate beasts.Seeing this, Lin Haoming was just about to take the next step, when those black feather blades, under the long cry of the giant bird, unexpectedly burst into flames, the flames were pitch black and gloomy, it seemed that they could It was as if the surroundings were shrouded in dark shadows, but the flames appeared, and the frozen feather blades melted away the frost.
When Lin Haoming was asked by her, he couldn t help thinking of Qin Aorou, and the figure of Xie Ruolan appeared again.Two keys appeared on it, a copper key and an iron key.
Even if she gets the treasure that can enhance the sense of vitality of the world, it will shock her The next realm also caused great difficulties.This transaction can definitely be said to be a double benefit Moon Fairy said.
So, did you trade with the demon cultivators of Wusha Continent directly through the Demon King Lin Haoming was also very surprised when he thought of this.In addition, the power of the Cold Flame Orb has increased a lot, and he has also directly taken several elixir obtained from the Immortal Burial Realm.
