Trong bối cảnh công nghiệp 4.0, bảo trì không chỉ là việc sửa chữa máy móc khi hỏng hóc mà còn là một chiến lược quan trọng để đảm bảo hiệu suất, độ tin cậy và tối ưu chi phí. Sự xuất hiện của Power BI – một công cụ phân tích dữ liệu mạnh mẽ từ Microsoft – đã mang đến một làn gió mới, giúp doanh nghiệp tối ưu hoá bảo trì hiện đại với Power BI một cách hiệu quả chưa từng có. Trong bài viết này, chúng ta sẽ cùng khám phá cách Power BI thay đổi cách quản lý bảo trì, từ việc cung cấp thông tin thời gian thực, hỗ trợ bảo trì dự đoán đến phân bổ nguồn lực thông minh.
I. Power BI: Chìa Khoá Cho Bảo Trì Hiện Đại
Power BI là một nền tảng phân tích kinh doanh tiên tiến, cho phép doanh nghiệp thu thập, xử lý và trực quan hoá dữ liệu một cách dễ dàng. Với khả năng kết nối đa nguồn, từ bảng tính Excel đến cảm biến IoT, Power BI không chỉ dành cho các chuyên gia dữ liệu mà còn là công cụ lý tưởng cho các nhà quản lý bảo trì.
Trong hơn 20 năm kinh nghiệm làm việc trong lĩnh vực sản xuất và bảo trì, tôi nhận thấy rằng bảo trì hiệu quả đòi hỏi sự hiểu biết sâu sắc về tình trạng thiết bị và khả năng ra quyết định dựa trên dữ liệu. Power BI đáp ứng điều này bằng cách:
Tập hợp dữ liệu nhanh chóng: Kết nối với mọi nguồn dữ liệu trong doanh nghiệp.
Trực quan hoá thông minh: Chuyển đổi số liệu phức tạp thành biểu đồ dễ hiểu.
Phân tích dự đoán: Giúp dự báo vấn đề trước khi chúng xảy ra.
Vậy, tối ưu hoá bảo trì hiện đại với Power BI mang lại những lợi ích gì? Hãy cùng đi sâu vào từng khía cạnh.
II. Quản Lý Dữ Liệu Bảo Trì Hiệu Quả Với Power BI
Một trong những thách thức lớn nhất trong bảo trì là xử lý lượng dữ liệu khổng lồ từ hiệu suất thiết bị, thời gian ngừng máy và lịch trình bảo trì. Power BI giải quyết vấn đề này bằng cách cung cấp một nền tảng tập trung để quản lý và phân tích dữ liệu.
1. Bảng Điều Khiển Thời Gian Thực Theo Dõi Thiết Bị
Power BI cho phép bạn tạo các bảng điều khiển (dashboard) tuỳ chỉnh, cung cấp thông tin cập nhật liên tục về tình trạng thiết bị. Các chỉ số quan trọng như:
Thời gian hoạt động (uptime): Máy móc hoạt động bao nhiêu giờ mà không gặp sự cố.
Tỷ lệ hỏng hóc: Tần suất thiết bị gặp vấn đề.
Xu hướng hiệu suất: Hiệu suất thay đổi theo thời gian ra sao.
Nhờ đó, đội bảo trì có thể phát hiện sớm các dấu hiệu bất thường, chẳng hạn như một máy móc có xu hướng hỏng thường xuyên hơn bình thường, từ đó lên kế hoạch can thiệp kịp thời để giảm thiểu downtime.
2. Tích Hợp Với Thiết Bị IoT
Trong các nhà máy hiện đại, thiết bị IoT (Internet of Things) đang trở nên phổ biến để theo dõi tình trạng máy móc. Power BI có thể kết nối trực tiếp với các cảm biến này, thu thập dữ liệu thời gian thực như nhiệt độ, độ rung hay áp suất. Ví dụ, nếu một cảm biến báo hiệu nhiệt độ động cơ tăng bất thường, Power BI sẽ hiển thị cảnh báo ngay lập tức, giúp đội bảo trì hành động trước khi sự cố xảy ra.
III. Bảo Trì Dự Đoán: Bước Đột Phá Trong Tối Ưu Hoá Với Power BI
Bảo trì dự đoán (predictive maintenance) là xu hướng thay đổi cách doanh nghiệp quản lý tài sản, và Power BI đóng vai trò trung tâm trong việc triển khai chiến lược này.
1. Phân Tích Dữ Liệu Để Dự Đoán Sự Cố
Bằng cách sử dụng dữ liệu lịch sử, Power BI có thể phân tích các mẫu hỏng hóc và xu hướng. Chẳng hạn:
Một máy móc thường hỏng sau 1000 giờ chạy.
Chi phí bảo trì tăng đột biến vào quý 3 hàng năm do điều kiện thời tiết.
Nhờ khả năng này, bạn có thể lên lịch bảo trì đúng thời điểm, kéo dài tuổi thọ thiết bị và giảm thiểu chi phí sửa chữa đột xuất. Trong một dự án tôi từng tham gia, việc áp dụng Power BI đã giúp một nhà máy giảm 25% thời gian ngừng máy chỉ sau 3 tháng.
2. Tích Hợp Học Máy (Machine Learning)
Power BI không chỉ dừng lại ở phân tích thủ công. Khi kết hợp với các mô hình học máy, công cụ này có thể:
Dự đoán thời điểm thiết bị có nguy cơ hỏng với độ chính xác cao hơn.
Đề xuất hành động bảo trì tối ưu, ví dụ: “Thay dầu động cơ sau 950 giờ thay vì 1000 giờ để tránh hỏng hóc”.
Kết quả là một lịch trình bảo trì thông minh, tập trung vào các khu vực quan trọng, giúp doanh nghiệp tiết kiệm nguồn lực đáng kể.
3. Phân Bổ Nguồn Lực Hiệu Quả Với Power BI
Bảo trì hiện đại không chỉ là sửa chữa mà còn là quản lý nguồn lực một cách tối ưu. Power BI hỗ trợ điều này thông qua các công cụ phân tích chuyên sâu.
4. Tối Ưu Hoá Lệnh Công Việc (Work Order)
Power BI cho phép bạn phân tích dữ liệu từ các lệnh công việc trước đây, xác định:
Thời gian trung bình để hoàn thành một nhiệm vụ bảo trì.
Nguồn lực (nhân sự, vật tư) được sử dụng nhiều nhất.
Các nhiệm vụ thường bị trì hoãn và lý do.
Ví dụ, nếu dữ liệu cho thấy việc sửa chữa một dây chuyền sản xuất mất trung bình 8 giờ thay vì 6 giờ như kế hoạch, bạn có thể điều chỉnh lịch trình hoặc bổ sung nhân sự để tăng hiệu quả.
5. Theo Dõi Và Phân Tích Chi Phí Bảo Trì
Chi phí bảo trì có thể ảnh hưởng lớn đến ngân sách doanh nghiệp. Với Power BI, bạn có thể:
Theo dõi chi phí linh kiện, nhân công và downtime trong từng kỳ.
Phân tích xu hướng chi tiêu để tìm cơ hội tiết kiệm.
Lập kế hoạch tài chính dài hạn dựa trên dữ liệu thực tế.
Một khách hàng tôi từng tư vấn đã giảm 15% chi phí bảo trì hàng năm nhờ sử dụng Power BI để phát hiện các khoản chi không cần thiết.
IV. Lợi Ích Cụ Thể Khi Tối Ưu Hoá Bảo Trì Hiện Đại Với Power BI
Power BI mang lại những giá trị vượt trội:
Tăng độ tin cậy của thiết bị: Giảm sự cố bất ngờ nhờ bảo trì dự đoán.
Tiết kiệm thời gian và chi phí: Tập trung nguồn lực vào các khu vực cần thiết.
Hỗ trợ ra quyết định: Cung cấp dữ liệu rõ ràng cho cả đội kỹ thuật và ban lãnh đạo.
V. Tăng Cường Sức Mạnh Với CMMS EcoMaint Kết Hợp Power BI
Để tối ưu hoá bảo trì hiện đại với Power BI một cách toàn diện, bạn có thể kết hợp nó với CMMS EcoMaint – phần mềm quản lý bảo trì tiên tiến tại Việt Nam. CMMS EcoMaint cung cấp dữ liệu chi tiết về tài sản, lịch sử bảo trì và lệnh công việc, sau đó tích hợp mượt mà với Power BI để phân tích và trực quan hoá.
Chẳng hạn, bạn có thể dùng EcoMaint để theo dõi tình trạng máy móc, sau đó xuất dữ liệu sang Power BI để xây dựng dashboard theo dõi hiệu suất. Sự kết hợp này không chỉ nâng cao hiệu quả mà còn giúp doanh nghiệp cạnh tranh trong môi trường công nghiệp khốc liệt.
VI. Kết Luận: Đưa Bảo Trì Lên Tầm Cao Mới Với Power BI
Tối ưu hoá bảo trì hiện đại với Power BI không chỉ là một xu hướng công nghệ mà là một chiến lược mang lại lợi thế thực sự cho doanh nghiệp. Từ việc quản lý dữ liệu thời gian thực, triển khai bảo trì dự đoán, đến phân bổ nguồn lực thông minh, Power BI giúp bạn nâng cao độ tin cậy của thiết bị và tối ưu hoá hoạt động sản xuất.
Hãy bắt đầu áp dụng Power BI vào quy trình bảo trì của bạn ngay hôm nay. Khi kết hợp với các giải pháp như CMMS EcoMaint, bạn sẽ thấy sự thay đổi rõ rệt trong cách quản lý tài sản. Bạn đã sẵn sàng để cách mạng hoá bảo trì của mình chưa?
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Gu Ruoyi tried her best to adjust her breathing. Suddenly, there was another pain in my stomach, an unprecedented pain.Somehow, Gu Ruoyi can i eat ham on the keto diet s heart suddenly hurt, very sharply.
Mr. Gu, are you so free today Li Shaoting got up from his seat, walked best weight loss protein bars to Gu Xiao, made an invite gesture, and asked him to sit on the sofa over there.Gu Ruoyi quickly closed her eyes and pretended to be asleep.
He needed to call Xinran. When he didn t get through grandma s phone just now, he forgot to call Xinran.I coming off effexor weight loss ll change them later. She said it loudly keto products on purpose, as if she was speaking to someone.
It s just that she doesn t remember why she doesn t like Bai Feifei or why Bai Feifei has a grudge against her.From his evasive eyes, Li Shaoting knew that there was something wrong with his answer.
A pair of obsidian eyes are very beautiful, but the eyebrows are a little less sharp than Li Shaoting s, and a little more playful like Gu Ruoyi s.Oh my God, is this really our CEO Li s child He s so cute and delicate.
Li Shaoting stood keto diet and impotence up gracefully, straightened his sleeves, and then his tie.Not long after I hung up the phone, the old housekeeper hurried in from outside, looking like he was in trouble.
I m sorry, Xiaochen is still young, and I don t want him to be exposed to outside things too early.Bai Luo turned around nervously, then looked at the boss.
The pain made her shiver and chill. In the last costume competition, you made me embarrassed in front of the national audience and made me fall off the stage.The doctor smiled disapprovingly, Unless you are a mentally ill patient, this kind of situation will never happen to normal people Mental patients often have such abnormal phenomena.
Little naughty boy, hurry up and ask mommy to help you change the diaper.He likes this kind of life very much. Li Shaoting raised a nice cold eyebrow and smiled Really Your mommy likes it when you praise her so much He glanced at Gu Ruoyi, Isn t that right, Mrs.
It was true that she was late, so she had nothing to defend.I don t know where the momentum just now has gone. No Li Shaoting savored the words carefully, You said that my Mrs.
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Someone come quickly, someone comes quickly, Miss Feifei fell down the stairs and fainted.At this time, her forehead was so frightened by the dream that she shed a lot of sweat, and best exercises for mens weight loss a little moisture could be seen in the corners of her eyes.
However, when she saw the little corpse, she still felt very sad.If you could have said this earlier, I would have been so happy.
After picking up the little guy, she kissed his fleshy little face fiercely.Bai Feifei lowered his keto diet desserts recipes head in fear, unable to say a word to refute Li Shaoting.
Lin Yan walked out quickly and asked the two bodyguards at the door, Where is the lady inside Well, just now the lady walked out alone.Then, forget it. I d better calm down and drive back by myself.
She thought that Xiao Min was still sleeping inside, and thought of seeing him again recently.The audience sitting in front of the TV burst into tears.
However, no one has seen Xiao Min. It s all her fault, why didn t she keep a good eye on him Why leave him alone on the bench For a moment, some movie clips flashed through her mind, clips of children being caught by bad moringa weight loss reddit guys, clips that she once thought were very unrealistic.Feeling that the woman in his arms was unconsciously rubbing against a certain part of his body, Li Shaoting suddenly tightened his face and scott jennings weight loss frowned.
Huangfu can you eat pork and beans on keto diet Ling looked at her clear watery eyes and slightly parted red lips.If she really had another man, she would hesitate to say anything.
He was sitting on the sofa, looking at a certain page of the business book in trance.Holding his uncle s collar, the other little hand grabbed a necklace around his neck, and kept mumbling baby talk that others couldn t understand.
At this time, how long is it safe to stay on keto diet Li Shaoting was also a little worried about the woman who left quietly.Who knew that the original heroine of this drama was Lu Qianxue.
Damn it, why on earth did grandma want to arrest his son.At that time, she still felt aggrieved, saying that she was not worthy of him.
When Gu Ruoyi came out of the bath, the little guy had already laid down to sleep.However, soon she heard a cold snort coming from outside, and she immediately became alert again.
Come on, open your mouth he said patiently. Mu Xinran turned her head away, not intending to open her mouth.Li, you really don t remember me Li Shaoting asked again.
The whole thing is not that simple. It is not keto and anxiety a simple person who can get Gu Chenxi into that Yes wiki keto diet Guo.Can you still participate in the show So won t the kissing scene that day continue to happen He didn t want her to take any script where there was an opportunity for a kiss.
That s right, he ran out almost without touching the ground.Xinran, don t worry, the little one will be fine Yes.
It s useless weight loss bootcamp near me to worry here. Do you think if she shouts here, the plane will land immediately and let her get on the plane to look for her With that, Li Shaoting gave Bai Luo a look, suggesting that he go to Mu Xinran s side.Huangfu Ling said seriously. This business secret is related to Li s entire future.
Kissing him in front of many actors, his peripheral vision also glanced at Fu Yanxuan below, and he held her waist even tighter.There can be no mistake Hello, sir, I am Mu Xinran.
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Bai Feifei, don t you know how to move, or are you just a piece of wood and need someone to pry it before you move Gu Ruoyi said angrily without showing any signs of weakness.She is actually quite medication for hypothyroidism and weight loss worried about the situation in the United States.
That s it. I thought mommy and daddy overslept. Naihu s voice was soft. Gu Ruoyi looked at the little guy s innocent face and couldn t help but feel guilty.I know Li Shaoting replied coldly. Staring at the surveillance video on the computer screen, a dozen bodyguards were looking around on the first floor of the hotel.
That mother is keter tallis now awake. Where is it Yan, I heard that my mother is awake.But there was a dark feeling in my heart, that s it, if you move too much, it will bite you harder Tell her she killed mommy s baby.
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Nothing has happened yet, but my people have eavesdropped that Li Shaoting is forcing your grandfather to transfer Gu s shares.Li. When I was a can biotin help with weight loss child, did I keto diet makes me nauseous never think that my Mrs.
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Lin Yan walked out quickly and asked the two bodyguards at the door, Where is the lady inside Well, just now the lady walked out alone.Li Shaoting took the rose in her hand, raised an evil curve, and kissed the back of her white hand, Roses have thorns, so don t hurt your hands.
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The ministers and others have seconded the proposal to remove keto diet burger all officials from the Ministry of Punishment for investigation.Wei Yuan nodded.Jiang Lvzhong said What s so special about Tonggong Xu Qi an Let Yang Jinluo value it so much, he is unwilling to give up.
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Lu No.3, according to the rules, you also have to answer a question for me.Guangxiao, let s go up to the roof and watch.The two performed lightness kung fu and jumped to the top of gallon water a day weight loss the building , each going away in one direction.
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In officialdom, serving tea means seeing off guests.I ve had better premier keto+acv gummies ones.Chu Caiwei s eyes lit up.Xu Qi an continued Come to my house when you are free, and I will cook something delicious for you.
No wonder the alchemists are so eager for my knowledge of chemical theory, they are obviously very powerful.Xu Qi an stood on the roof of a restaurant, overlooking the capital city at night.
If you don t come to save me, even if I survive in the end, I will be useless when this set of torture instruments is used up.This system has greatly improved the commercial trade of the capital and promoted economic development.
That guy seems to be very disdainful towards me, mixed with hostility, is the lyrics too crazy Well, there will be some in the future Be careful not to talk nonsense, especially in public places.Uncle Xu was overjoyed, this undoubtedly solved his heart problem, and the female family members in the family can be properly arranged, so he has no worries about the future.
Under the pressure of his aunt, he moved out of Xu Zhai to live alone.Wei Yuan has pointed out the way for me.If you encounter troubles that cannot be solved, you should notify the Yamen and Yang Jinluo.
Under tremendous psychological pressure, he stopped in front of the Star Picking Tower, and tied the rein of the horse to the railing on the stone steps with trembling hands.The elder brother is really amazing.Xu Qi an let out a huh , If you eat too much candied haws, worms will grow in your mouth.
Open the door Call someone to handle the case.An old 90s weight loss pills voice came from inside the door Master Baihu is sick and has not seen any guests.
As for the peak of the third realm of mercury mirror, it is crucial and needs to survive a calamity. Martial arts secret books often refer to it as the Clay Bodhisattva crossing the river.It s just that when she got to the back, Gu was ultimately weak. She couldn t beat the four hands with her two fists, and even her clothes were torn.
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Ning Yao said firmly No keto friendly spaghetti You body adjusting to keto diet and your friends eat it. Liu Baqiao said angrily Why Ning Yao raised his chin, indicating that the answer was Chen Ping an means that I don t even bother to talk to you peanut butter keto cookies Liu Baqiao.That s why Lu Chen concluded that if there were no exceptions and no serious illness or disaster, Chen Ping an would only be able to live to push health weight loss be thirty or forty years old.
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Like broken porcelain that bursts and flies. Song Changjing said slowly You may be wondering why those outsiders look at others like ants.The man thought for a while and pointed to the covered bridge in the distance that looked like a black dragon crossing the stream.
Ning Yao did not forget are quest barrs good on keto diet to turn around and wink at Chen Pingan, I am Borrowing, not robbing, do you understand Chen Pingan shook his head vigorously and replied sincerely I don t understand Ning Yao was about to explain to Chen keto diet recipes easy Pingan the completely different differences between rob and borrow when Chen Pingan suddenly shouted Said Be careful While speaking, Chen Ping an moved and pulled Ning Yao behind him.
The girl in green finally plucked keto diet list of fruits up the courage and said Chen Ping an, my name is Ruan Xiu, and my father s name is Ruan Qiong.The earthy flavor was the best here, but unfortunately the place was too small, almost like huddled in a corner.
The Chen Pingan branch was also prosperous in the past, but this before was really too long. Even old man Yao couldn t tell whether it was hundreds of years, five hundred years, or eight hundred years Or a thousand years Later, it was divided into several houses, is diet coke allowed in keto and the number of people became increasingly scarce.
Life is hard, but Gu Can s mother.
probably doesn t think the town is a good place, especially the women in Clay Vase Lane and Xinghua Lane.Chen Songfeng left in a hurry. The scholar surnamed Cui sighed and sat what is the science behind the keto diet at the stone table in the small courtyard with Liu Baqiao.
Qi Jingchun s face was calm and unsmiling. In the small town, a bald man wearing strange clothes walked barefoot with a haggard look.Nei Feijian looked sickly, as if he disliked the young Taoist for finding such a poor place to settle down.
The hatchet had been cut in half, and when the sharp blade rebounded, if Chen Pingan sharktank keto gummies hadn t seen the opportunity quickly and turned his head quickly, half of the hatchet might have been inserted into his face, or at least a large piece of flesh and blood would have what to eat for lunch on a keto diet been scraped off his cheek.A Buddha statue is set up for pilgrims to burn incense, and a Taoist or monk presides over it. Year after year, until the Jiazi period, the person may be replaced two or three times to avoid doubts in the minds of the people in the town.
Remember to return the basket to me next time. After oat milk for weight loss Liu Xianyang finished saying this, , jumped directly off the boulder and walked quickly in the stream, making countless splashes.The straw shoe boy with blood oozing from the corner of his mouth was supposed to be thrown headfirst to the ground after being knocked away by can you drink diet soft drinks on keto a punch.
Finally, I want Miss Ruan to tell unintended weight loss Master Ruan for me. Whatever I missed today, I will definitely make up for beginners guide to keto diet reddit it tomorrow.From the beginning to the end, I only said a few words and kicked him keto diet when do you see results out of Gu Can s yard. Fu Nanhua was thoughtful and reminded Let s talk after we leave Mud Bottle Alley.
This heirloom of my Liu Xianyang , which is also unique in the town. The girl in the curtain hat waited for Chen Ping an, looked around, and finally placed the long sword horizontally on an old cabinet painted with golden flowers.That s it, nothing more. This beautiful young man, who was as elegant as a noble man, gritted his teeth and stamped his feet.
One step makes a world of difference. He used Laoyan. The pole pointed towards the stone arch bridge, The reason for this is not that your territory is small, but that your territory has been cut off in the middle.There are several long sunken grooves on the side of the stone cliff, which are a bit sloped and uneven.
Even if he insists on five to six hours a day and practices pile walking repeatedly, he will only be exhausted about three hundred times.Like swatting a fly, he drove the flying sword two feet into the ground. The flying sword was like a woman twisting her waist, finally pulling herself out of the mud.
The child quickly stood up, shook his head, smiled shyly, and ran away. After that, the child was never seen again. that winter.Song. In fact, not only Chen Ping an had a dull look on his face, this group of officials from the Ministry of Rites, who were the most noble among the six yamen of Dali, were also shocked to see the only rich man in the town who had three bags of gold and copper coins.
The straw shoe boy walked towards Fulu Street. There are no passers by on the bluestone street, and the young man is walking alone.Seeing the dark green foreign girl, he felt a little sad. When Zhao Yao, a young scholar, fell in love with her at first sight, he made a comment and described the girl as an unsheathed sword, which was the most hurtful to others.
I agreed to charge you five yuan for the signature and the amulet keto diet is good for fatty liver together. Chen Pingan retorted in a low voice It s three yuan.Probably the only thing left that fits the identity of a young man is what foods can you eat on the keto diet plan the helplessness hidden deep in his eyes.
The what to cut out of diet for weight loss man was still tall, but he didn t look bloated at all. That person turned out to be manjaro weight loss a woman. For the young man, it can only be said that she was extremely good looking, and she couldn t be any prettier.He was what do you not eat on a keto diet about to lift it up, Trust me, it will work this time. Shi Chunjia was so frightened that she quickly squatted down, closed her eyes, and waved her hands randomly above her head to prevent herself from being pulled up by Li Baoping s braid again.
Everything is correct, but keto diet 3 week results Chen Ping an just knows what it is and doesn t know why. Seeing the hero keto bread confused kelly clarkson weight loss dr oz look on the young man s face, Ning Yao retreated to his original position and demonstrated again.Now, in the eyes of the straw shoe boy, this nameless stream is a treasure house filled with gold, silver and copper coins.
But when Chen Ping an rushed towards the old land man and appeared anti depression weight loss more than ten steps ketobod keto reviews away from his head, the white python scurried forward without any warning, biting the boy fiercely with its big mouth.Sure enough, the world in this area had been artificially stopped as a stop. The stop healthy weight loss meals was one of the many small caves in the world, and even land gods and golden arhats had no idea of opening it up.
In the past, the kiln work was cut off and the kiln fire was extinguished. The young kiln workers faced the loess and turned their backs to the sky all year round.Ning Yao looked away and asked Anyway, the first step is done, and the old ape has been forced to breathe for the first time.
