Ứng dụng AI trong bảo dưỡng: Xu hướng tất yếu của Công nghiệp Khí và Lọc hóa dầu
Trong bối cảnh chuyển đổi số đang định hình tương lai của các ngành công nghiệp, ứng dụng AI trong bảo dưỡng đã trở thành một bước tiến quan trọng, đặc biệt trong lĩnh vực Công nghiệp Khí và Lọc hóa dầu tại Việt Nam. Với khả năng tối ưu hóa quy trình, giảm chi phí và nâng cao hiệu quả vận hành, trí tuệ nhân tạo (AI) không chỉ là một công cụ hỗ trợ mà còn là động lực thúc đẩy sự phát triển bền vững của ngành.
Bài viết này sẽ phân tích sâu hơn về vai trò của AI trong bảo dưỡng sửa chữa, những ứng dụng thực tiễn tại các nhà máy thuộc Tập Đoàn PetroVietnam.
I. Vì sao ứng dụng AI trong bảo dưỡng là xu hướng không thể đảo ngược?
1. Thách thức trong ngành Công nghiệp Khí và Lọc hóa dầu
Ngành Công nghiệp Khí và Lọc hóa dầu, với các đơn vị chủ lực như Petrovietnam – www.pvn.vn, phải đối mặt với áp lực vận hành liên tục trong môi trường khắc nghiệt. Các thiết bị như máy nén khí, bơm cao áp hay lò phản ứng đòi hỏi bảo trì chính xác để đảm bảo an toàn, hiệu quả và tránh gián đoạn sản xuất. Tuy nhiên, các phương pháp bảo dưỡng truyền thống như bảo dưỡng định kỳ hoặc khắc phục sự cố thường thiếu tính linh hoạt, dẫn đến lãng phí nguồn lực hoặc rủi ro hỏng hóc nghiêm trọng.
Ứng dụng AI trong bảo dưỡng ra đời như một giải pháp đột phá, giúp các doanh nghiệp chuyển từ phương pháp bảo trì phản ứng sang bảo trì dự đoán, tối ưu hóa quy trình và nâng cao năng lực cạnh tranh. Hội nghị chuyên đề “Ứng dụng trí tuệ nhân tạo và chuyển đổi số trong bảo dưỡng sửa chữa” do Công ty CP Phân bón Dầu khí Cà Mau (PVCFC) tổ chức ngày 21/3/2025 đã khẳng định tầm quan trọng của xu hướng này.
2. Tầm nhìn chiến lược của Petrovietnam
Phát biểu tại hội nghị, ông Nguyễn Thanh Tùng, Phó Tổng Giám đốc PVCFC, nhấn mạnh: “Ứng dụng AI trong bảo dưỡng và chuyển đổi số không chỉ là xu hướng mà còn là yêu cầu bắt buộc để nâng cao hiệu quả vận hành, giảm chi phí và tăng khả năng cạnh tranh của ngành Công nghiệp Khí và Lọc hóa dầu. Đây cũng là định hướng lớn của Đảng và Chính phủ, đặc biệt trong lĩnh vực dầu khí – ngành kinh tế mũi nhọn của Việt Nam.”
Hội nghị đã trở thành diễn đàn quan trọng, nơi các chuyên gia từ các đơn vị như Công ty CP Lọc hóa dầu Bình Sơn (BSR), PVCFC và Tổng công ty Phân bón và Hóa chất Dầu khí (PVFCCo) chia sẻ kinh nghiệm thực tiễn, thảo luận về cơ hội và thách thức khi triển khai AI trong công tác bảo dưỡng sửa chữa.
II. Ứng dụng AI trong bảo dưỡng: Những bước tiến thực tiễn
Hội nghị đã ghi dấu ấn với ba tham luận nổi bật, phản ánh sự đa dạng trong việc áp dụng AI tại các nhà máy thuộc Petrovietnam:
1. AI trong chuyển đổi số tại Nhà máy Lọc dầu Dung Quất
Đại diện BSR đã trình bày tham luận về “Ứng dụng AI trong chuyển đổi số tại Nhà máy Lọc dầu Dung Quất”. Tại đây, AI được sử dụng để phân tích dữ liệu từ các thiết bị quan trọng như tháp chưng cất và lò phản ứng, giúp dự đoán sự cố và tối ưu hóa lịch trình bảo trì. Kết quả cho thấy, thời gian ngừng máy ngoài kế hoạch giảm đáng kể.
Ví dụ, hệ thống AI tại Dung Quất có thể phân tích dữ liệu nhiệt độ, áp suất và rung động của thiết bị theo thời gian thực, từ đó đưa ra cảnh báo sớm nếu phát hiện bất thường. Điều này giúp các kỹ sư lên kế hoạch bảo trì chính xác, tránh lãng phí nguồn lực.
2. AI trong đánh giá tình trạng thiết bị tại Nhà máy Đạm Cà Mau
Đại diện PVCFC đã chia sẻ về nghiên cứu ứng dụng AI trong việc đánh giá tình trạng thiết bị tại Nhà máy Đạm Cà Mau. Hệ thống AI được tích hợp với các cảm biến IoT để thu thập dữ liệu liên tục, từ đó xây dựng mô hình dự đoán hỏng hóc cho các thiết bị quan trọng như máy nén khí và bơm tuần hoàn. Kết quả là nhà máy đã giảm đáng kể chi phí bảo trì không cần thiết và gia tăng tối đa thời gian vận hành liên tục của nhà máy.
Quy trình đơn giản hóa có thể được mô tả như sau: Thu thập dữ liệu từ cảm biến → Phân tích bằng thuật toán AI → Dựđoán thời điểm bảo trì→ Thực hiện bảo trì đúng lúc.
3. AI trong bảo dưỡng sửa chữa tại Nhà máy Đạm Phú Mỹ
Tại Nhà máy Đạm Phú Mỹ, PVFCCo đã ứng dụng AI để phân tích hiệu suất của máy nén khí và bơm cao áp. Hệ thống AI không chỉ phát hiện các dấu hiệu bất thường mà còn đề xuất các giải pháp tối ưu hóa vận hành. Ví dụ, AI đã giúp nhà máy điều chỉnh lịch bảo trì cho một số thiết bị, từ đó giảm thời gian ngừng máy và tiết kiệm hàng tỷ đồng mỗi năm.
III. Lợi ích vượt trội của ứng dụng AI trong bảo dưỡng
1. Tối ưu hóa chi phí và nguồn lực
Ứng dụng AI trong bảo dưỡng giúp các doanh nghiệp giảm đáng kể chi phí vận hành. Thay vì thực hiện bảo trì định kỳ tốn kém, AI cho phép lập kế hoạch bảo trì dựa trên tình trạng thực tế của thiết bị, từ đó tránh lãng phí linh kiện và nhân công. Theo thống kê từ Petrovietnam, các nhà máy áp dụng bảo dưỡng dự đoán nhờ AI đã tiết kiệm từ 10-20% chi phí bảo trì hàng năm.
2. Nâng cao tuổi thọ thiết bị và an toàn vận hành
Bằng cách phát hiện sớm các vấn đề tiềm ẩn, AI giúp ngăn ngừa hỏng hóc nghiêm trọng, kéo dài tuổi thọ của các thiết bị đắt đỏ như turbine hay lò phản ứng. Đồng thời, việc giám sát liên tục bằng AI đảm bảo an toàn cho nhà máy, giảm thiểu nguy cơ tai nạn hoặc sự cố môi trường.
3. Tăng cường năng lực cạnh tranh
Việc áp dụng công nghệ AI không chỉ mang lại giá trị kinh tế mà còn giúp ngành Công nghiệp Khí và Lọc hóa dầu Việt Nam tiến gần hơn đến các tiêu chuẩn toàn cầu. Các doanh nghiệp như BSR, PVCFC và PVFCCo đang từng bước khẳng định vị thế trên thị trường quốc tế nhờ khả năng vận hành hiệu quả và bền vững.
IV. Thách thức và giải pháp khi triển khai AI
Mặc dù mang lại nhiều lợi ích, việc triển khai ứng dụng AI trong bảo dưỡng cũng đối mặt với một số thách thức:
Chi phí đầu tư ban đầu: Xây dựng hệ thống AI đòi hỏi đầu tư lớn vào phần cứng, phần mềm và cơ sở hạ tầng dữ liệu.
Dữ liệu chất lượng: AI cần dữ liệu đáng tin cậy để hoạt động hiệu quả, nhưng nhiều nhà máy vẫn chưa có hệ thống thu thập dữ liệu đầy đủ.
Đào tạo nhân sự: Đội ngũ kỹ sư cần được đào tạo để sử dụng và vận hành các hệ thống AI một cách chuyên nghiệp.
Để vượt qua những thách thức này, các doanh nghiệp cần hợp tác với các nhà cung cấp giải pháp công nghệ uy tín, đồng thời đầu tư vào đào tạo nhân sự và xây dựng hạ tầng dữ liệu. Một giải pháp đáng chú ý là tích hợp AI với các hệ thống quản lý bảo trì hiện đại như CMMS EcoMaint.
V. CMMS EcoMaint: Trái tim của hệ thống quản lý bảo trì 4.0
Để triển khai ứng dụng AI trong bảo dưỡng một cách hiệu quả, các doanh nghiệp cần một nền tảng quản lý mạnh mẽ để kết nối dữ liệu, phân tích và lập kế hoạch bảo trì. CMMS EcoMaint, phần mềm quản lý bảo trì hàng đầu tại Việt Nam, chính là giải pháp lý tưởng cho nhu cầu này. Với khả năng tích hợp AI và IoT, CMMS EcoMaint cho phép doanh nghiệp giám sát thiết bị theo thời gian thực, dự đoán sự cố và tối ưu hóa lịch trình bảo trì.
Hoặc liên hệ để nhận tư vấn theo hotline: 0986778578 hoặc email sales@vietsoft.com.vn
VI. Tương lai của ứng dụng AI trong bảo dưỡng tại Việt Nam
Hội nghị chuyên đề tại PVCFC không chỉ là nơi chia sẻ kinh nghiệm mà còn là cột mốc quan trọng, khẳng định sự chuyển mình mạnh mẽ của ngành Công nghiệp Khí và Lọc hóa dầu trong kỷ nguyên số. Trong tương lai, ứng dụng AI trong bảo dưỡng sẽ tiếp tục được mở rộng với các hướng đi như:
Bảo trì tự động hóa: AI có thể thực hiện các tác vụ bảo trì nhỏ mà không cần sự can thiệp của con người.
Tích hợp sâu hơn với IoT và Big Data: Dữ liệu từ các thiết bị sẽ được phân tích toàn diện hơn, giúp tối ưu hóa toàn bộ chuỗi sản xuất.
Hợp tác quốc tế: Việt Nam có thể học hỏi từ các quốc gia tiên tiến để xây dựng các giải pháp AI phù hợp với đặc thù trong nước.
VII. Kết luận
Ứng dụng AI trong bảo dưỡng đang mở ra một kỷ nguyên mới cho ngành Công nghiệp Khí và Lọc hóa dầu tại Việt Nam. Từ việc tối ưu hóa chi phí, nâng cao tuổi thọ thiết bị đến đảm bảo an toàn và tăng năng lực cạnh tranh, AI đã và đang chứng minh vai trò không thể thiếu trong công tác bảo dưỡng sửa chữa. Kết hợp với các giải pháp như CMMS EcoMaint, các doanh nghiệp có thể xây dựng một hệ thống quản lý bảo trì 4.0 hiện đại, hiệu quả và bền vững.
Hãy cùng khám phá tiềm năng của công nghệ AI và cách mà CMMS EcoMaint có thể đưa doanh nghiệp của bạn vươn xa hơn. .
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This kind of bending seemed not to be limited to the three dimensional level, but also involved higher dimensions, revealing a kind of weird and incomprehensible madness.It s a pity
Just as the Pope was thinking, the presiding judge Joshua stepped forward, looked at the saint of the Holy See, and saluted respectfully.
It binds a large number of high energy particles with a magnetic field, passes through the particle accelerator, and blasts them out at sub light speed.Even formal wizards would find it difficult to survive.
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Even if he could now achieve atomic level control, he still couldn t do it.Anyway, in the past when they successfully hunted, they would perform routine prayers, but now it was just another person worshiping.
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IBMz15 built a model and analyzed various data of the great monk s corpse.As long as it is done secretly, the Baidi Sect will not have time to react.
He could only continue walking. As his feet stepped onto the steps, he felt his body sink slightly.Now with this performance, he found that the speed rule mark on Xingyi Sword also had an acceleration effect on Sword Escape.
It was filled with things. The things had no aura and seemed to be a pile of mortal objects.He is an expert in using space movement, so he knows the biggest weakness of space movement.
This time I happened to have enough corpse refining resources, so I chose five great monk corpses to refine into late stage golden corpses Li Shiming continued.He also found some time to go out of the city gate, dispose of the body of Mr.
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Qu Yi took out his storage bag and poured out the spiritual stones he had acquired from this transaction.Li Shiming smiled and did not change the order. Since this battle is a trial, the space here is small, but it is enough for a trial.
As long as the Shenxiao Thunder Bead is not retrieved from his hands, the Yuqing Sect will not stop hunting for a day.Li Shiming is different. He can refine five furnaces of elixirs at the same time.
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The spirit rope can be used as an ordinary whip weapon.Brother Mao Jing was so angry that he vomited blood because of the loss of Fuliu Sect.
The main reason is that the distance of 10,000 meters is too close for the arrows of the Thundering Mysterious Bow.Wang He was about to break through the formation, but his expression changed slightly, and the aura on his body suddenly exploded.
If Li Shiming were in the Mahayana stage now, he would be able to refine spiritual treasures at will.Take action against him personally. For Da Neng, the fall of the great monk is like the process of life.
In addition, there are some anti radiation drugs prepared by Li Shiming in the storage bag.Are your eleven Silver Winged Spirit Gu Insects the same twelve that Zhao Qingfeng had back then Brother Hu asked again.
That was what the great monk had accumulated over many years, and the other great monks only had one or two furnaces at most.When he came in, he saw the great monks Mao Jing and Hu Shiming.
These sword cultivators came here firstly to give away their own elixirs and to ask Li Yuanba to make elixirs for them, but secondly they also wanted to get together.As his consciousness moved slightly, seven fourth grade energy flying swords containing the great monk s Breaking Void Sword Intention slowly approached the seven mid stage Nascent Soul monks.
Two thousand and forty eight trial sword lights When he said these words, his voice was weak.The black energy ball hit the base formation just one moment slower than the two late level fourth level hellish bull headed creatures.
There was only one blow in the entire battle. End of this My Guide to Rapid Weight Burn: Strategies for Quick and Sustainable Results
chapter Li Shiming came out of the guest house and returned to his own yard.I thought the previous spiritual tea was the best, but I didn t expect there was room for improvement Liu Ziyun shook his head and sighed.
Even the alchemy master with the highest level of alchemy in the sect cannot achieve such a stable level of alchemy.There are trees made of flying swords all around, stretching as far as https://tannoorgrill.com/news/euphoria-green-cbd-jzrzm0-gummies-a-comprehensive-guide-to-benefits-and-reliability-rc8q/
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His promotion to the Grand Master was entirely due to luck.Even if the great monk is trapped in the space created by the Infinite Isolation Decree , he still needs to attack the same position dozens of times to break it open.
After not seeing each other https://tannoorgrill.com/support/keto-zest-acv-gummies-review-read-this-before-ixifsptk-buying-apple-cider-vinegar-supplement-18ed/
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ten years, the One Horned Ghost King has also undergone some changes.Only theirs His son Duan Liangyu seemed a little shy when meeting strangers and hardly spoke.
Manipulating five magic weapons at the same time to form a sword formation consumes extremely serious spiritual energy, and Concentration Art is the main means to enhance spiritual consciousness.In the blink of an eye, the people of the https://tannoorgrill.com/tips/cbd-earth-wv4i-cartridge-review-a-comprehensive-analysis-of-quality-and-effectiveness-myacz-arxs/
Yin Yang Sect were completely isolated, and the people of Jingfeng Pavilion instead fought with the other six immortal sects.
A lot of effort was put into it. Most of the monks present were Foundation Establishment monks, and they were https://tannoorgrill.com/article/sunmed-cbd-gummies-for-pain-relief-a-comprehensive-guide-to-natural-stress-support-jelej-lk0o-xsl2z71/
well informed.She has good qualifications and has a master who is in the Golden Pill realm to back her up.
The remaining ordinary alcoholic bees also flew into the air and spread out, forming a formation to block Qingyang s front.They all know that Qingyang received benefits worth tens of thousands of spiritual stones during the last trial in Luanmo Valley, and there is no shortage of spiritual stones to purchase elixirs.
As long as you win one more game, you can get a Foundation Establishment Pill and even become a Foundation Establishment Monk.At this time, Qingjing Sanren suddenly said, Can you lend this alcoholic bee to the sect Where to Find CBD Gummies: Online and In-Store Options
Lend it to the sect Qingyang was startled.
A strong wind swept countless rocks and rushed towards them.She was Miss Yun in the team. Unexpectedly, she had not seen him for many years.
He shouldn t have been so careless at that time and put the few talismans he got on the table.He didn t expect that Senior Sister Xiao would discover this.
The Blood River was originally just an ordinary river near the Blood Demon Sect s main altar.It is the one horned ghost king who has been hiding in the soul gathering flag.
You can imagine the panic caused by this change, as if the sky was falling.He frowned and said, These corpses have obviously been dead for a long time, Star-Studded Advice: Does Apple Cider Vinegar Help with Weight Loss?
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they suddenly pretending to be corpses Could it be that this underground palace belongs to an extremely yin place, and these corpses have mutated into Zombies Chen Biwang shook his head and said, Unlikely.
After confirming that there were no other monsters around, Qingyang did not stay too long at the entrance of Huaqingyao Cave.Although Qin Ruyan has an escape talisman to use, this is the area where the Three Evils of Nanling are active.
The ancestor of the Liang family completely deprived Liang Yudong of his hope.Take action. Qingyang was not surprised by these words.
However, what happened was too sudden, and the wind behind him was so fast that he had no time to think about it.After going back, they should study it carefully and prepare some auxiliary medicine to neutralize the snake grass and refine it into a suitable The elixir taken by monks.
They just scattered around Qingyang, surrounding them tightly, not giving a chance for a sneak attack.Qingyang s attitude was so respectful, which made the three late stage foundation building monks present very satisfied.
Jiao Chengxin said, Our Tujiao City is no better than the Immortal Sect.First of all, he has completely mastered the Five Elements Sword Formation and has become more and more proficient in its use.
A few. Among the many sect leaders, Akame Zhenren obviously has a https://tannoorgrill.com/reviews/comprehensive-review-of-fe8ot3-flavcity-sleep-gummies-insights-and-feedback-ppfdj-jawr/
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t help but be the first to take action.Qingyang has already thought of a way to quickly improve his cultivation level, which is to use the high grade spiritual stone.
This kind of thing is really a disaster for him, and he has inexplicably provoked an enemy.The reason why these puppets can reach the middle stage of Qi Refining is not because their attack power and defense are equivalent to those of mid stage Qi Refining monks, but because their overall strength is comparable to those of mid stage Qi Refining monks.
For Tao Zhengyou, his father is still trapped in the underground palace, and the sooner he rescues him, the greater the chance of recovery, so Tao Zhengyou quickly said Okay, I ll make preparations now.Master Lingxu looked at the blue backed alcoholic bee in front of him and said coldly, What about the spiritual insect in the foundation building stage It s just one.
The three members of the Yin Yang Sect were all at the sixth level of Qi Refining.
Hell Cave The Benefits and Effectiveness of Dr Oz Male Gummies for Enhanced Male Health (KfqAC)
produces Hell s Crystal. Hell s Crystal is the same item as the uranium ore from the previous life, but there are huge differences between the two.The rest are monks who serve them, including disciples of the monks in the early and middle stages of Yuanying, as well as intelligence personnel, alchemy masters, and spiritual planters.
to more than double its own size. Xin Tong s combat experience was indeed rich, and he regarded Li Yuanba seriously.It can be seen that he did not know that the Innate Jianmu Tree Heart would produce such magical changes, but since Jian Lao found the Innate Jianmu Tree Heart for Li Yuanba, he definitely knew that these changes would occur.
Lao Jian, what is a spiritual treasure Li Yuanba couldn t help interrupting Lao Jian and asked.If the news really spread, would any monks dare to go shopping in Zhongzhou Trading Company s market Especially this kind of small auction is the most profitable business.
Although they were alive, they were not much different from the dead.The magical foot power of the Great Master Hongfa is called shrinking the ground into an inch when it is used.
The expression of the Great Venerable Beitian was a little strange.I used up the power that has been stored https://tannoorgrill.com/features/qaqewz6g-full-body-cbd-gummies-reviews-unlocking-the-secrets-to-total-relaxation-and-wellness-8zte/
in Wanjian Peak for a long time Li Yuanba shook his head and explained.
Wang Changdong was actually entertaining a mid stage Nascent Soul monk.Soon, he saw a round ball in the center of the jade compass, like a pearl inlaid in the center of the jade compass.
The Fuliu Sect agreed to set up a trap for the Are Apple Cider Pills the Key to Winter Weight Loss?
great monks resource points here, and the Baidi Sect ensured the safety of the great monks resource points.The space cracks were https://tannoorgrill.com/knowledge/Revolutionize-Your-Weight-Loss-Journey-with-Truly-Lean-Weight-Loss-Gummies-A-ukrfy-Game-Changing-Solution-qsp1/
sealed by the formation, leaving the hell creatures in the hell cave without a source.
The killing intent on Li Yuanba s body was awe inspiring, and the sword intent on Xing Yi s sword also contained the ultimate killing intent.Elder Su s own cultivation resources are not How Meghan Trainor Lost Weight and Gained Confidence: The Inspiring Story
small, but his cultivation resources are not enough for him to continue practicing.
After the monks from the three superpowers calmed down, they also came over to express their gratitude to Li Yuanba.Li Yuanba s face was now covered by the hood of the radiation protection suit, so his face could not Achieve Weight Loss with Nutrisystem Partner Plan
be seen.
But judging from the situation returned by the surveillance, this is probably a trap set for him.Step by step upward, he couldn t help but curse in his heart.
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can be adapted to most of the other secret techniques, including the previous thunder and lightning attacks and flying swords.Are you really not going back to Zhongzhou Trading Company Upon hearing this, Great Monk Ren 2nd Life Ketoacv Gummies Reviews: Unlock the Secret to a Slimmer, Healthier You
Mu asked with a smile.
He wished he could get countless flying swords like this at once.The top elixirs he https://tannoorgrill.com/news/exploring-the-benefits-of-cbd-gummies-for-sex-for-men-61e3z9ibc-a-comprehensive-guide-ewiv/
refined himself, as long as they were helpful to his cultivation, were all used by him in his cultivation.
He is very aware of his disadvantages. He is alone.Coupled with the help of the drone satellite system in the sky, he still maintained the information advantage.
Shi Ximing s training notes were just a study note on how to become a spiritual cultivator.As if sensing the threat, this time the https://tannoorgrill.com/article/Say-Goodbye-eli8th8bk-to-Excess-Weight-with-Gummies-Loss-Weight---A-Revolutionary-Approach-to-Weight-Loss-q2ma/
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He smiled faintly and had already knocked down Xue Huan s strongest defense.Xing https://tannoorgrill.com/health/en-elon-musk-weight-37n9-loss-the-science-and-discipline-behind-his-transformation-lchq/
Yijian slashed towards the first late stage Jindan cultivator, and at the same time, his figure disappeared under the flickering white lotus beneath his feet.
In the Evil Ghost Path , there are golden corpses, and a huge number of golden corpses occupy the entire space.Li Shiming s mind moved slightly, and his heart sword flew out and circled around the room, slashing towards his body.
He couldn t believe it, because Li Yuanba s natal flying sword should not appear in the hands of a Nascent Soul monk.Of course, he didn t just point the finger at Baidi Sect based on this little clue.
You must know that although the soil of the Half Life Cave Heaven contains spiritual energy, it does not How Liquid Diets Work for Sustainable Weight Loss in May and June
have any spirituality at all and cannot plant any spiritual plants.His figure turned into a phantom and chased after Li Shiming.
As the purpose of the Yuqing Sect became more and more obvious, the four major local sects also began to fight back.The barrier was right in front of him. He seemed to be able to touch it, but he was a little bit shy.
