An English dub was produced and released exclusively in Malaysia by Speedy Video as Doraemon - Nobita Tetsujinheiden.
This film was later remade in 3D.
The movie's plot involves Nobita, who throws a temper tantrum because he wants a really large RC toy robot in order to upstage the rich kid, Suneo Honekawa, who has been showing off the new robot that his cousin made. His fit makes Doraemon angry and he uses his Anywhere Door to get away from the summer heat, to the North Pole. Sometime later, Nobita follows and discovers a strange bowling ball-like orb which starts blinking with a pulsating light, and summons what looks like a giant robot´s foot. After Nobita uses the foot to sled down, crashing into his room through the Anywhere Door, the bowling ball follows him home through the door and another robot piece falls into his backyard. A frozen Doraemon follows soon after, covered in ice before being thawed out and with a cold. Learning of the robot parts, Doraemon admits to Nobita that he has nothing to do with it, and the two use the Opposite World Entrance Oil and the Roll-Up Fishing Hole to enter the World Inside the Mirror, an alternate mirror world without people. There, they build the robot which Nobita christens "Zanda Claus" as he believed the sphere summoning the parts is from Santa Claus.
Using a brain wave controller that Doraemon pulls out of his pocket, Nobita has the robot perform gymnastic maneuvers in a mirror world before bringing Shizuka Minamoto to join the fun. The trio enjoy but later however, Shizuka accidentally presses a button on the control panel that makes the robot fire a huge laser beam that destroys a whole skyscraper. The group realizes just how dangerous Zanda Claus really is, and they decide to return to the real world and forget about ever having found the robot. However, Nobita forgot about the sphere that has been sending telepathic messages to a mysterious girl named Lilulu. The actual owner of Zanda Claus, Lilulu seeks out Nobita when he accidentally lets slip all that he knows about the robot. After Lilulu proceeds to force him into showing her where it is, Nobita borrows the Roll-Up Fishing Hole from the spare pocket Doraemon keeps in the closet to take her to the World Inside the Mirror. She reclaims Zanda Claus while getting Nobita to let her borrow the Roll-Up Fishing Hole for a while.
After some time, Nobita is visibly nervous about what she is up to and, after seeing two shooting stars in a row, he uses the Bamboo Copter to investigate the forest at Mt. Ura. There, Nobita follows another shooting star through the unrolled Roll-Up Fishing Hole and finds Lilulu building a massive robot army. Doraemon, having been suspicious of Nobita's peculiar behavior at home, follows him there. They enter the mirror world and see a massive base being built by humanoid robots. The duo then use a long-range Paper Cup Phone to listen in on Lilulu as she orders the robots to work faster. She is revealed to be a human-hating robot. When Lilulu discovers them, Nobita and Doraemon escape to their own world with the portal accidentally destroyed by Zanda Claus.
But the two have completely forgot about the sphere that is still at home, before it suddenly wakes out and bounces around. After Doraemon puts Translation Jelly, the sphere introduces itself as the 'brain' of Zanda Claus while alerting him about a giant robot army from the planet Megatopia that intends to conquer Earth and enslave all humanity. They try to alert the authorities but in vain, naturally as none of them believe Doraemon or Nobita. With only Suneo and Gian believing him and Nobita about the robot army, Doraemon pulls out a special kind of incubator and puts the sphere with the Translation Jelly in it, causing it to hatch into a yellow chick that is named "Pippo" (one of the onomatopoeias to describe the sound a peep makes in Japanese).
They reenter the Mirror World through Shizuka's Bathtub by using a special oil but leave Shizuka out of the mission due the risky nature of the mission. But they are captured by the robot army with only Pippo and Nobita escaping. Nobita decides to help his friends and thus goes to the base to rescue them. At the base they see the robot army disposing off Zanda Claus who's actual name is revealed to be Judo. Pippo enters Zanda Claus and creates a distraction and Nobita rescues his friends. Meanwhile, Shizuka comes to know of the Mirror World and enters it. She finds a girl (Lilulu) who is injured and takes her home. Later Nobita, Doraemon, Gian, Suneo and Pippo rejoin Shizuka. Shizuka uses Doraemon's machine first aid kit to repair Lilulu.
This helps the gang gain Pippo's trust, and Nobita becomes good friends with Pippo. Lilulu had some traumatic experiences as a child, and she holds a very deep distrust and resentment towards humans. The only individual with whom she feels connected to is Pippo, whom she fixed "on a whim" after he was broken by the other robots. Despite everything Nobita and the others do for her, Lilulu escapes and decides to alert the rest of the Robot Army that they are in a Mirror World and not the real Earth. The gang locates her before the meet and Nobita tries to stop her but Lilulu shoots Nobita with a laser beam from her finger. Pippo jumps in front of Nobita and becomes very badly injured, which gives Lilulu a wake-up call as she decides to help the humans while not disclosing the reason for the lack of people.
However, the commander and the rest of the robot army chain her up for her heresy and proceed to torture her to extract information. Luckily, Nobita, Doraemon, and the others arrive with Zanda Claus and rescue her. Back in the real world, Lilulu still feels conflicted as her willing allows Doraemon to lock her up in a birdcage using the Small Light.
In the meantime, the robot army becomes suspicious because of the lack of humans in the world. They discover that they are in a fake world after analyzing the satellite image of the world and comparing the image to another image of the current world, and seeing how they are reversed. They return to the lake where they had first entered the fake world, which they believe is the connection doorway. Doraemon and the group intercept the army at the lake.
Lilulu and Shizuka remain at Shizuka's house to have a talk, which gives Shizuka a brilliant idea to save the world. She re-enlarges Lilulu, using the Enlarging Torch Light, and they both use the Walk-In Mirror to return to the real world. Using the time machine, they return to 30,000 years ago on Megatopia, attempting to talk to the professor who created the robots from which the robot army is descended. The professor plans to redo everything by removing the competition instinct from his robots, replacing those instincts with instincts of humanity and love. He collapses before he can finish his job. Lilulu, in order to complete the salvation, disregards the fact that she and Pippo will disappear after they alter history, and she continues the reprogramming with instructions from the professor.
Back on Earth in the present time, the robot army, much superior in number, has taken the upper hand. Zanda Claus is heavily damaged in the process of destroying the leading ship of the robot army. Lilulu, back at Megatopia, has nearly finished her job when the professor breathes his last. At first, she doesn't know what to do, then she figures out that she needs only to add her feelings, her love from Nobita and his friends, including Pippo. The job is completed just in time. The robot army is reinforced and attacks en masse. The reprogramming is successfully completed, and the robot army is completely erased, as are Lilulu and Pippo. Shizuka uses the Anywhere Door to return to Earth, rejoining her friends with sorrow about Lilulu's end.
The next day, the group is back in the real world, and Nobita is back in school. This time, he chooses to stay, and Doraemon arrives to talk to him before going to the baseball field. While Nobita wonders if Lilulu and Pippo may ever be resurrected, a shadow crosses his eyes and Lilulu appears with wings on her back. The wings take the appearance of Pippo in the form of a giant Phoenix. They visit Nobita with cheers, then vanish once again into the air. Nobita believes it was Lilulu and Pippo who appeared, and he runs to the field to tell his friends.
Mecha fans think the mecha was similar to the MSN-100 Hyaku Shiki from Yoshiyuki Tomino's Mobile Suit Z Gundam, thinking that the mechanical designer was Kunio Okawara. However this was proven false as the true mecha designer was manga artist Takaya Kenji.